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Hacker News Hacker News
последний пост 1 час назад
Muse Spark – Meta Superintelligence Labs
Muse Spark – Meta Superintelligence Labs Muse Spark – Meta Superintelligence Labs

Meta AI Use Meta AI assistant to get things done, create AI-generated images for free, and get answers to any of your questions.

1 час назад @ meta.ai
Muse Spark: Scaling Towards Personal Superintelligence
Muse Spark: Scaling Towards Personal Superintelligence Muse Spark: Scaling Towards Personal Superintelligence

Today, we’re excited to introduce Muse Spark, the first in the Muse family of models developed by Meta Superintelligence Labs.

Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.

Muse Spark is the first step on our scaling ladder and the first product of a ground-up overhaul of our AI efforts.

To support further scaling, we are making strategic investments across the entire stack — from research and model training to infrastructure, including the Hyperion data center.

After these results, we’ll look behind the curtain at the scaling axes driving our progress toward personal superintelligence.

1 час назад @ ai.meta.com
I Ported Mac OS X to the Nintendo Wii
I Ported Mac OS X to the Nintendo Wii I Ported Mac OS X to the Nintendo Wii

Porting Mac OS X to the Nintendo WiiMac OS X 10.0 (Cheetah) running natively on the Nintendo WiiSince its launch in 2007, the Wii has seen several operating systems ported to it: Linux, NetBSD, and most-recently, Windows NT.

In this post, I’ll share how I ported the first version of Mac OS X, 10.0 Cheetah, to the Nintendo Wii.

Source: Wikipedia: Architecture of macOSPorting Mac OS X would also require understanding how a real Mac boots.

Porting ApproachArmed with knowledge of how the boot process works on a real Mac, along with how to run low-level code on the Wii, I needed to select an approach for booting Mac OS X on the Wii.

I evaluated three options:Port Open Firmware, use that to run u…

2 часа назад @ bryankeller.github.io
Show HN: Explore the Silk Roads through an interactive map
Show HN: Explore the Silk Roads through an interactive map Show HN: Explore the Silk Roads through an interactive map

Use the interactive map to explore the Silk Roads, discover new routes, learn what resources and goods are traded, or find an outpost or town to dive into.

LEGEND:Orange Icon indicates this location has a finished webpage and connecting routes.

Black Icon indicates this place has been charted but currently at work to bring it online.

Small black dot indicates a significant Silk Road outpost but has yet to be visited by us.

2 часа назад @ intofarlands.com
Microsoft Abruptly Terminates VeraCrypt Account, Halting Windows Updates
Microsoft Abruptly Terminates VeraCrypt Account, Halting Windows Updates Microsoft Abruptly Terminates VeraCrypt Account, Halting Windows Updates

Microsoft has terminated an account associated with VeraCrypt, a popular and long-running piece of encryption software, throwing future Windows updates of the tool into doubt, VeraCrypt’s developer told 404 Media.

“I didn't receive any emails from Microsoft nor any prior warnings,” Mounir Idrassi, VeraCrypt’s developer, told 404 Media in an email.

The most serious challenge, he wrote, “is that Microsoft terminated the account I have used for years to sign Windows drivers and the bootloader.”“Regarding VeraCrypt, I cannot publish Windows updates.

“Currently I'm out of options.”Idrassi told 404 Media the termination happened in mid-January.

Idrassi told 404 Media the message is concerning his…

2 часа назад @ 404media.co
Show HN: BAREmail ʕ·ᴥ·ʔ – minimalist Gmail client for bad WiFi
Show HN: BAREmail ʕ·ᴥ·ʔ – minimalist Gmail client for bad WiFi Show HN: BAREmail ʕ·ᴥ·ʔ – minimalist Gmail client for bad WiFi

A minimalist Gmail client for low-bandwidth environments — airplane wifi, rural connections, developing regions, or any situation where Gmail's full interface is too heavy.

Alternative setup methods CLI setup (interactive): npm run setup Opens each Google Cloud page in your browser and prompts for credentials in the terminal.

If you restart ngrok, you'll need to update your Google OAuth credentials with the new URL and re-add the PWA on your phone.

Go to the OAuth consent screen, click your app, go to the Test users section, and add your Gmail address.

Go to Credentials, click on your OAuth client, and make sure both Authorized JavaScript origins and Authorized redirect URIs include http://…

2 часа назад @ github.com
Show HN: Go-Bt: Minimalist Behavior Trees for Go
Show HN: Go-Bt: Minimalist Behavior Trees for Go Show HN: Go-Bt: Minimalist Behavior Trees for Go

Core Design PrinciplesStateless Nodes: Nodes ( Sequence , Selector , etc.)

Command [ WorkerState ] { return composite .

NewCondition ( func ( blackboard * WorkerState ) bool { // Assert connected // Here you'd check whether the connection is valid, etc.

return blackboard .

NewAction ( func ( ctx * core.

3 часа назад @ github.com
Iran demands Bitcoin fees for ships passing Hormuz during ceasefire
Iran demands Bitcoin fees for ships passing Hormuz during ceasefire

Security VerificationFor help please visit help.ft.com.

We apologise for any inconvenience.

Enable JavaScript and cookies to continue

3 часа назад @ ft.com
Show HN: We fingerprinted 178 AI models' writing styles and similarity clusters
Show HN: We fingerprinted 178 AI models' writing styles and similarity clusters

Comments

3 часа назад @ rival.tips
The Future of Everything Is Lies, I Guess
The Future of Everything Is Lies, I Guess

Around 2019 I attended a talk by one of the hyperscalers about their new cloud hardware for training Large Language Models (LLMs).

I hope that regardless of your background or feelings on the current generation of ML systems, you find something interesting to think about.

ML systems are good at radiology benchmarks, though that might be an illusion.

Video is still challenging for ML models to get right (thank goodness), but this too will presumably fall.

ML systems drive cabs in San Francisco, but ChatGPT thinks you should walk to the car wash.

4 часа назад @ aphyr.com
LLM plays an 8-bit Commander X16 game using structured "smart senses"
LLM plays an 8-bit Commander X16 game using structured "smart senses"

It seems that something in your recent request triggered our website’s security system.

These protections are in place to keep the site safe from online threats and misuse.

Various actions can cause this block, such as submitting specific words or phrases, executing a SQL command, or sending improperly formatted data.

If you think you were blocked by mistake, please reach out to the site owner.

Be sure to include the Request ID shown below so they can quickly look into your request and restore access if appropriate.

4 часа назад @ pvp-ai.russell-harper.com
US cities are axing Flock Safety surveillance technology
US cities are axing Flock Safety surveillance technology US cities are axing Flock Safety surveillance technology

Flock's controversial AI-powered license plate cameras were shut down, and its partnership with local law enforcement ended.

Flock's drones, which reach speeds up to 60 mph, can follow vehicles or people and provide information to law enforcement.

With the myriad ways law enforcement shares Flock data with the federal government, it may seem like there's not much you can do.

The rise of laws limiting what Flock Safety and police can doState laws differ drastically when it comes to Flock surveillance, but legislation is on the rise.

NurPhoto/Contributor/Getty ImagesMarlow acknowledged that individuals can't do much about Flock surveillance without bans or legislation.

5 часов назад @ cnet.com
MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU
MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU

Comments

5 часов назад @ arxiv.org
Show HN: I pipe free sports streams into Jellyfin – no ads, just HLS
Show HN: I pipe free sports streams into Jellyfin – no ads, just HLS Show HN: I pipe free sports streams into Jellyfin – no ads, just HLS

Many free IPTV/HLS sources require specific HTTP headers (User-Agent, Referer) that media servers don't send.

This proxy sits between your media server and the upstream, injecting the required headers and rewriting m3u8 playlists so all segment requests also go through the proxy.

Docker / container media serversIf your media server runs in Docker on a bridge network, the proxy URL must use the Docker gateway IP (not 127.0.0.1 ).

Finding the required headers (User-Agent & Referer)Every streaming site is different.

Step 4: Test .ts segments tooThe playlist ( .m3u8 ) and segments ( .ts ) may need different headers.

5 часов назад @ github.com
They're Made Out of Meat (1991)
They're Made Out of Meat (1991) They're Made Out of Meat (1991)

Copyright, Terry Bisson, 1991Originally published in OMNI, 1991, and featured in HARPER’S and around the internet since.

The messages to the stars?”“They use the radio waves to talk, but the signals don’t come from them.

They’re meat all the way through.”“No brain?”“Oh, there’s a brain all right.

Then I imagine it wants to explore the Universe, contact other sentiences, swap ideas and information.

Imagine how unbearably, how unutterably cold the Universe would be if one were all alone …”

6 часов назад @ terrybisson.com
Hacker News Hacker News
последний пост 1 час назад
Struggle Against the Gods
Struggle Against the Gods Struggle Against the Gods

We’re willing to give you conditions that even those who have rendered extraordinary service to the party wouldn’t dream of.

They all replied, “It’s whatever color the squad leader says it is.”Under the Prison Law, prisoners are entitled to read books.

On the surface, the CCP denies the existence of gods or ghosts.

Soldiers and officers told many amusing stories about their “struggle” against gods and ghosts.

There will be yet more absurdity and suffering until China ceases its struggle against the gods.

8 часов назад @ firstthings.com
I've Sold Out
I've Sold Out I've Sold Out

I've sold out2026-04-08What a nice WebGL shader.

Because I want you to know that I've seen some shit when it comes to OSS and commercial efforts.

I've also had many calls with people I look up to who turned out to be pi users.

I've seen them work, I've seen them be humans.

I think I've found a good home for pi, with great humans helping me take care of it.

8 часов назад @ mariozechner.at
Mario and Earendil
Mario and Earendil Mario and Earendil

Mario and EarendilToday I’m very happy to share that Mario Zechner is joining Earendil.

I have known Mario for a long time, and one of the things I admire most about him is that he does not confuse velocity with progress.

Mario has been running Pi in a rather unusual way.

At Earendil, Colin and I have been trying to think very carefully about what a different path might look like.

This is also why Mario joining Earendil feels so meaningful to me.

8 часов назад @ lucumr.pocoo.org
The Git Commands I Run Before Reading Any Code
The Git Commands I Run Before Reading Any Code The Git Commands I Run Before Reading Any Code

The Git Commands I Run Before Reading Any Code Five git commands that tell you where a codebase hurts before you open a single file.

What Changes the Mostgit log --format = format: --name-only --since = "1 year ago" | sort | uniq -c | sort -nr | head -20The 20 most-changed files in the last year.

But high churn on a file that nobody wants to own is the clearest signal of codebase drag I know.

A file that’s high-churn and high-bug is your single biggest risk.

If the team squashes every PR into a single commit, this output reflects who merged, not who wrote.

8 часов назад @ piechowski.io
Škoda DuoBell: A bicycle bell that penetrates noise-cancelling headphones
Škoda DuoBell: A bicycle bell that penetrates noise-cancelling headphones Škoda DuoBell: A bicycle bell that penetrates noise-cancelling headphones

“Bicycle bells have remained almost unchanged for over a century, but the world around them has not.

Škoda DuoBell is the first bell ever designed to penetrate noise-cancelling headphones.

It is a smart analogue trick that outsmarts the artificial intelligence algorithms in these headphones.

For example, in London, the number of cyclists is expected to surpass the number of car drivers for the first time in history this year.

In 2024 alone, according to data from Transport for London, the number of such incidents increased by 24%.

8 часов назад @ skoda-storyboard.com
Veracrypt Project Update
Veracrypt Project Update Veracrypt Project Update

Brought to you by: idrassi

10 часов назад @ sourceforge.net
Sonnet 4.6 Elevated Rate of Errors
Sonnet 4.6 Elevated Rate of Errors Sonnet 4.6 Elevated Rate of Errors

Comments

11 часов назад @ status.claude.com
We moved Railway's frontend off Next.js. Builds went from 10+ mins to under two
We moved Railway's frontend off Next.js. Builds went from 10+ mins to under two We moved Railway's frontend off Next.js. Builds went from 10+ mins to under two

Railway's entire production frontend no longer runs on Next.js.

The dashboard, the canvas, railway.com, all of it now runs on Vite + TanStack Router, and we shipped the migration in two PRs with zero downtime.

We were still on the Pages Router, which made shared layouts hacky.

We run our production frontend the same way our users run theirs: preview deploys per PR, health checks, zero-downtime rollouts.

Your frontend framework should be optimized for iteration speed, and your infrastructure should make shipping those iterations invisible.

11 часов назад @ blog.railway.com
Revision Demoparty 2026: Razor1911 [video]
Revision Demoparty 2026: Razor1911 [video] Revision Demoparty 2026: Razor1911 [video]

Comments

12 часов назад @ youtube.com
Protect Your Shed
Protect Your Shed Protect Your Shed

By night, I was in the shed, building whatever I felt like.

The enterprise taught me the rules of structural integrity, but the shed gave me a place to actually be the architect.

The freedom to break things#When you’re building for yourself, the cost of a bad decision is a wasted evening.

You stop building things because you want to, and start building them because the business says so.

Protect your personal projects at all costs.

14 часов назад @ dylanbutler.dev
LLM scraper bots are overloading acme.com's HTTPS server
LLM scraper bots are overloading acme.com's HTTPS server LLM scraper bots are overloading acme.com's HTTPS server

Nearly all of them were on port 443 / https, not port 80 / http.

Maybe the slow https server was falling behind?

What I think was going on: before Sonic's February 25th maintenance, my https server was probably barely keeping up.

Now closing https service is obviously just a temporary fix, because I do want to provide https, but it's actually not that bad.

My legit web traffic is 90% http / 10% https, so I'm losing at most 10% of my traffic.

14 часов назад @ acme.com
OpenAI says its new model GPT-2 is too dangerous to release (2019)
OpenAI says its new model GPT-2 is too dangerous to release (2019) OpenAI says its new model GPT-2 is too dangerous to release (2019)

The announcement has also sparked a debate about how to handle the proliferation of potentially dangerous A.I.

The GPT-2 algorithm produced a news article in response:The scientist named the population, after their distinctive horn, Ovid’s Unicorn.

Training the GPT-2 algorithm to adapt nimbly to various modes of writing is a significant achievement.

research that’s already out in the public could build a text generator comparable to GPT-2, even by renting servers from Amazon Web Services.

If OpenAI had released the algorithm, you perhaps would not have to spend as much time and computing power developing your own text generator.

15 часов назад @ slate.com
'This Is Just Not How the Human Race Should Operate,' Says US Senator
'This Is Just Not How the Human Race Should Operate,' Says US Senator 'This Is Just Not How the Human Race Should Operate,' Says US Senator

"That is pure evil," the senator said of Trump's threat, which the president issued on his Truth Social platform.

"But even if he doesn't go through with it, even if Iran agrees to a deal, this is just not how the human race should operate—compelling others' behavior under the threat of murder of innocent people."

The threat against the nation of more than 90 million people also prompted growing calls for the US president's removal from office.

Rep. Ansari: "Donald Trump is trying to normalize language that essentially threatening genocide, threatening the potential use of nuclear weapons ... how is nobody trying to restrain this madman who is trying to get all of us killed.

said in a state…

15 часов назад @ commondreams.org
JSIR: A High-Level IR for JavaScript
JSIR: A High-Level IR for JavaScript JSIR: A High-Level IR for JavaScript

The need for a high-level JavaScript IRWhy do we need a high-level IR for JavaScript specifically?

One design goal for JSIR is that we can convert JSIR back to the JavaScript AST perfectly.

Therefore, we need to expose a dataflow analysis framework (built on top of the MLIR dataflow analysis framework).

Internal evaluations on billions of JavaScript samples showed that AST - IR round-trips achieved 99.9%+ success resulting in the same source.

Contribute to MLIR region-based dataflow analysisWe believe that the ease-of-use improvements in JSIR’s dataflow analysis API can be upstreamed to MLIR’s built-in dataflow analysis API.

16 часов назад @ discourse.llvm.org
Xilem – An experimental Rust native UI framework
Xilem – An experimental Rust native UI framework Xilem – An experimental Rust native UI framework

Xilem An experimental Rust architecture for reactive UIXilem and Masonry provide an experimental high-level architecture for writing GUI apps in Rust.

Xilem is a UI framework, whereas Masonry is a toolkit for building UI frameworks (including Xilem).

# For all crates within this repo nix develop ./docs # For a specific crate nix develop ./docs#xilem nix develop ./docs#masonry nix develop ./docs#xilem_webRecommended Cargo ConfigThe Xilem repository includes a lot of projects and examples, most of them pulling a lot of dependencies.

# See https://doc.rust-lang.org/cargo/reference/profiles.html#split-debuginfo split-debuginfo = " unpacked "Minimum supported Rust Version (MSRV)This version of X…

18 часов назад @ github.com
Lobsters Lobsters
последний пост 1 час назад
Porting Mac OS X to the Nintendo Wii
Porting Mac OS X to the Nintendo Wii Porting Mac OS X to the Nintendo Wii

Porting Mac OS X to the Nintendo WiiMac OS X 10.0 (Cheetah) running natively on the Nintendo WiiSince its launch in 2007, the Wii has seen several operating systems ported to it: Linux, NetBSD, and most-recently, Windows NT.

In this post, I’ll share how I ported the first version of Mac OS X, 10.0 Cheetah, to the Nintendo Wii.

Source: Wikipedia: Architecture of macOSPorting Mac OS X would also require understanding how a real Mac boots.

Porting ApproachArmed with knowledge of how the boot process works on a real Mac, along with how to run low-level code on the Wii, I needed to select an approach for booting Mac OS X on the Wii.

I evaluated three options:Port Open Firmware, use that to run u…

1 час назад @ bryankeller.github.io
Verifying human authorship with human.json
Verifying human authorship with human.json Verifying human authorship with human.json

Vouching for other people's websites with this brand new protocol that I thought would be fun to implement!

I’ve decided to implement the human.json protocol on my website as well.

Basically, this file is a way for websites to vouch for the human authorship of others.

I saw a couple of people doing it and decided to jump on the bandwagon, as it is part of what inspired me to write about human websites before.

I’ll try to keep it updated over time, and be sure to let me know if you find a site I link that isn’t as human anymore.

2 часа назад @ joelchrono.xyz
Open source security at Astral
Open source security at Astral Open source security at Astral

Open source security at AstralAstral builds tools that millions of developers around the world depend on and trust.

Unfortunately, there's a flipside to this: GitHub Actions has poor security defaults, and security compromises like those of Ultralytics, tj-actions, and Nx all began with well-trodden weaknesses like pwn requests.

In these latter cases, we use astral-sh-bot to safely isolate these tasks outside of GitHub Actions: GitHub sends us the same event data that GitHub Actions would have received (since GitHub Actions consumes the same webhook payloads as GitHub Apps do), but with much more control and much less implicit state.

Release security #So far, we've covered aspects that tie …

2 часа назад @ astral.sh
On Vinyl Cache and Varnish Cache
On Vinyl Cache and Varnish Cache On Vinyl Cache and Varnish Cache

On Vinyl Cache and Varnish Cache¶We received helpful feedback that, as of April 2026, the situation around Vinyl Cache and Varnish Cache might not be easy to understand for users and distribution package maintainers alike.

The backstory is that the former Varnish Cache FOSS project changed its name to Vinyl Cache.

Telling apart Varnish Cache and Vinyl Cache¶ So, confusingly, there is now Varnish Cache and Vinyl Cache, so which is which?

Even the bug fix releases Varnish Cache 8.0.1 and Varnish Cache 6.0.17 were taken from branches 8.0 and 6.0 on the Vinyl Cache repository.

But the new Varnish Cache by Varnish Software project is by no means the continuation of the former Varnish Cache FOSS …

2 часа назад @ vinyl-cache.org
Tailscale pricing update: clearer plans, more value
Tailscale pricing update: clearer plans, more value Tailscale pricing update: clearer plans, more value

You might remember our last pricing update from a few years ago, when we introduced usage-based billing and made our free plan more generous.

On the personal side, we’re simplifying things by retiring Personal Plus (again) and making the free Personal plan more generous.

On the business side, we’re adding a lot more value to the self-serve plans, while also making pricing more predictable and easier to understand.

The self-serve business plans also include a lot more of what customers have been asking for in sales conversations.

So, we’re adding more value to self-serve plans, including features like SCIM, device posture, user management APIs, and webhooks.

2 часа назад @ tailscale.com
The Future of Everything is Lies, I Guess
The Future of Everything is Lies, I Guess

Around 2019 I attended a talk by one of the hyperscalers about their new cloud hardware for training Large Language Models (LLMs).

I hope that regardless of your background or feelings on the current generation of ML systems, you find something interesting to think about.

ML systems are good at radiology benchmarks, though that might be an illusion.

Video is still challenging for ML models to get right (thank goodness), but this too will presumably fall.

ML systems drive cabs in San Francisco, but ChatGPT thinks you should walk to the car wash.

3 часа назад @ aphyr.com
Audio Reactive LED Strips Are Diabolically Hard
Audio Reactive LED Strips Are Diabolically Hard Audio Reactive LED Strips Are Diabolically Hard

You can get something like this working in an afternoon and it looks okay on an LED strip or a lamp with a single RGB LED.

What I realized is that the audio LED visualizer uses much of the same frontend as a traditional speech recognition pipeline.

The LED strip was mounted above the stage for everyone to see, lighting up in real time as the band played.

Someone who had never soldered before bought an LED strip and a Raspberry Pi, followed the documentation, and got it working.

Every commercial audio reactive LED strip I've seen does this badly.

4 часа назад @ scottlawsonbc.com
Full Text Search with IndexedDB
Full Text Search with IndexedDB Full Text Search with IndexedDB

While working on Borogove there has been a desire to have full-text search of locally-stored chat message history.

So what’s the simplest, performant way to implement a full-text search on IndexedDB?

A “stopword” is a very common word that is not useful to include in the search query such as “and”.

With IndexedDB we only get one kind of index: an ordered index, usually build on a B-Tree.

So when we store a new message we need to include the terms as an array:tx.objectStore("messages").put({ text, terms: [...new Set(tokenize(text).map(stemmer))] });Now, this does not let us search by our full query, but rather only by one word.

4 часа назад @ blog.jmp.chat
Under the hood of MDN's new frontend
Under the hood of MDN's new frontend Under the hood of MDN's new frontend

Why we rebuilt MDN's frontend Rebuilding our frontend had been a long time coming because of how tricky it was to work on MDN's UI.

Server components and web components (on the server) So this is all well and good, web components seem pretty cool and solve some of our problems around adding interactivity within our static content.

Server Components on react.dev That's a quote from the documentation for React Server Components (RSC): so the project recognizes that this is a problem, and is working hard on solving it.

Web components Because we know where each web component lives based on name, we can do some clever things.

Server components For server components, the considerations are a litt…

8 часов назад @ developer.mozilla.org
stricline: A meta-framework to help you easily build robust CLI apps with stricli
stricline: A meta-framework to help you easily build robust CLI apps with stricli stricline: A meta-framework to help you easily build robust CLI apps with stricli

A meta-framework to help you easily build robust CLI apps with stricli.

Copy code npm create stricline your-appFilesystem routingSimplified configurationContext managementRobust type safetyESM-firsttsdown & tsgo out of the boxFaststricline: Easily build robust CLI apps with stricliCopyright (C) 2026 Software Freedom ConservancyThis program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty…

8 часов назад @ npmx.dev
Applying "Programming Without Pointers" to an mbox indexer using Zig
Applying "Programming Without Pointers" to an mbox indexer using Zig

Comments

10 часов назад @ simonhartcher.com
1SubML: Plan vs Reality
1SubML: Plan vs Reality

For example,mod M = ( struct type foo = int ; wrap = foo ; unwrap = foo$ ; end :> sig type t ; val wrap : int -> t ; val unwrap : t -> int ; end );desugars intomod M = (( type foo = int ; let wrap = foo ; let unwrap=$foo ; { alias foo = foo ; foo ; foo$ ; wrap ; unwrap } ) :> { type t ; wrap: int -> t ; unwrap: t -> int ; } with [ t =_]);The problem here is that the type foo goes out of scope after the inner () that struct desugars to, meaning that it is no longer in scope when t is inferred:mod M = (( type foo = int ; let wrap = foo ; let unwrap=$foo ; { alias foo = foo ; foo ; foo$ ; wrap ; unwrap } // type foo goes out of scope here ) :> { type t ; wrap: int -> t ; unwrap: t -> int ; } w…

11 часов назад @ blog.polybdenum.com
[RFC] JSIR: A High-Level IR for JavaScript
[RFC] JSIR: A High-Level IR for JavaScript [RFC] JSIR: A High-Level IR for JavaScript

The need for a high-level JavaScript IRWhy do we need a high-level IR for JavaScript specifically?

One design goal for JSIR is that we can convert JSIR back to the JavaScript AST perfectly.

Therefore, we need to expose a dataflow analysis framework (built on top of the MLIR dataflow analysis framework).

Internal evaluations on billions of JavaScript samples showed that AST - IR round-trips achieved 99.9%+ success resulting in the same source.

Contribute to MLIR region-based dataflow analysisWe believe that the ease-of-use improvements in JSIR’s dataflow analysis API can be upstreamed to MLIR’s built-in dataflow analysis API.

13 часов назад @ discourse.llvm.org
When the compiler lies: breaking memory safety in safe Go
When the compiler lies: breaking memory safety in safe Go

Early in March, I reported two compiler bugs affecting Go releases up to 1.26.1 which broke the Go memory safety guarantees using only safe Go code.

I guess that’s how compilers break, you can write some compiler code and it looks reasonable, there’s math and tests and everything seems correct.

Sometimes, like in those cases, you can make the code dance around it and break security boundaries.

I got a sinking feeling in my stomach and went from feeling really smart to feeling really dumb, real fast.

Every optimization is a security claim and most of the time those claims are true.

18 часов назад @ ciolek.dev
Nix security advisory: Privilege escalation via symlink following during FOD output registration
Nix security advisory: Privilege escalation via symlink following during FOD output registration Nix security advisory: Privilege escalation via symlink following during FOD output registration

SummaryNix daemon is vulnerable to arbitrary file overwrites as the daemon user ( root on NixOS and in multi-user installations).

All users allowed to submit builds to the Nix daemon ( allowed-users , everyone by default) can achieve arbitrary file writes as root and subsequent privilege escalation.

All Nix versions since 2.21 and patch releases >=2.18.2,>=2.19.4,>=2.20.5 prior to 2.34.5, 2.33.4, 2.32.7, 2.31.4, 2.30.4, 2.29.3, 2.28.6 are vulnerable.

This affects sandboxed Linux configurations, sandboxed macOS configurations are unaffected.

Patched nix versions of are being updated in nixpkgs:This vulnerability has been introduced as a part of prior fixes for CVE-2024-27297.

19 часов назад @ discourse.nixos.org
Techmeme Techmeme
последний пост 58 минут назад
OpenAI releases the Child Safety Blueprint tackling AI-enabled child sexual exploitation, focusing on updating legislation and improving detection and reporting (Lauren Forristal/TechCrunch)
OpenAI releases the Child Safety Blueprint tackling AI-enabled child sexual exploitation, focusing on updating legislation and improving detection and reporting (Lauren Forristal/TechCrunch) OpenAI releases the Child Safety Blueprint tackling AI-enabled child sexual exploitation, focusing on updating legislation and improving detection and reporting (Lauren Forristal/TechCrunch)

Lauren Forristal / TechCrunch:

OpenAI releases the Child Safety Blueprint tackling AI-enabled child sexual exploitation, focusing on updating legislation and improving detection and reporting — In response to escalating concerns about child safety online, OpenAI has unveiled a blueprint to enhance U.S. child protection efforts amid the AI boom.

58 минут назад @ techmeme.com
Meta will offer Muse Spark in private preview via API to select partners, and plans to offer paid API access to a wider audience at a later date; META jumps 8%+ (Jonathan Vanian/CNBC)
Meta will offer Muse Spark in private preview via API to select partners, and plans to offer paid API access to a wider audience at a later date; META jumps 8%+ (Jonathan Vanian/CNBC) Meta will offer Muse Spark in private preview via API to select partners, and plans to offer paid API access to a wider audience at a later date; META jumps 8%+ (Jonathan Vanian/CNBC)

Jonathan Vanian / CNBC:

Meta will offer Muse Spark in private preview via API to select partners, and plans to offer paid API access to a wider audience at a later date; META jumps 8%+ — Meta is debuting its first major artificial intelligence model since the costly hiring of Scale AI's Alexandr Wang nine months ago …

1 час назад @ techmeme.com
Meta says Muse Spark powers Meta AI's "shopping mode" feature and that it plans to release a version of Muse Spark under an open-source license (Ina Fried/Axios)
Meta says Muse Spark powers Meta AI's "shopping mode" feature and that it plans to release a version of Muse Spark under an open-source license (Ina Fried/Axios) Meta says Muse Spark powers Meta AI's "shopping mode" feature and that it plans to release a version of Muse Spark under an open-source license (Ina Fried/Axios)

Ina Fried / Axios:

Meta says Muse Spark powers Meta AI's “shopping mode” feature and that it plans to release a version of Muse Spark under an open-source license — Meta on Wednesday debuted Muse Spark, a homegrown AI model it says significantly narrows the performance gap with models from OpenAI, Anthropic and others.

1 час назад @ techmeme.com
Meta releases Muse Spark, the first model from Meta Superintelligence Labs under Alexandr Wang, to "power a smarter and faster" Meta AI across Meta's products (Financial Times)
Meta releases Muse Spark, the first model from Meta Superintelligence Labs under Alexandr Wang, to "power a smarter and faster" Meta AI across Meta's products (Financial Times) Meta releases Muse Spark, the first model from Meta Superintelligence Labs under Alexandr Wang, to "power a smarter and faster" Meta AI across Meta's products (Financial Times)

Financial Times:

Meta releases Muse Spark, the first model from Meta Superintelligence Labs under Alexandr Wang, to “power a smarter and faster” Meta AI across Meta's products — Muse Spark ‘purpose-built’ for social media apps as investors question huge AI investment

1 час назад @ techmeme.com
Source: Meta shutters an internal, employee-built leaderboard, dubbed Claudeonomics, tracking staff token usage, due to the data "being shared externally" (Jyoti Mann/The Information)
Source: Meta shutters an internal, employee-built leaderboard, dubbed Claudeonomics, tracking staff token usage, due to the data "being shared externally" (Jyoti Mann/The Information) Source: Meta shutters an internal, employee-built leaderboard, dubbed Claudeonomics, tracking staff token usage, due to the data "being shared externally" (Jyoti Mann/The Information)

Jyoti Mann / The Information:

Source: Meta shutters an internal, employee-built leaderboard, dubbed Claudeonomics, tracking staff token usage, due to the data “being shared externally” — Meta Platforms has taken down an internal, employee-built leaderboard tracking how many tokens staffers were using.

1 час назад @ techmeme.com
Patreon says it now has 7.6M paid podcast memberships and revenue generated by podcasters on the platform hit $629M in 2025, up 33% YoY (Todd Spangler/Variety)
Patreon says it now has 7.6M paid podcast memberships and revenue generated by podcasters on the platform hit $629M in 2025, up 33% YoY (Todd Spangler/Variety) Patreon says it now has 7.6M paid podcast memberships and revenue generated by podcasters on the platform hit $629M in 2025, up 33% YoY (Todd Spangler/Variety)

Todd Spangler / Variety:

Patreon says it now has 7.6M paid podcast memberships and revenue generated by podcasters on the platform hit $629M in 2025, up 33% YoY — On Patreon, podcasts have become the largest content category in terms of revenue and they've continued their upward trajectory, says chief operating officer Paige Fitzgerald.

1 час назад @ techmeme.com
New York-based Patlytics, which builds software for law firms and businesses to automate patent filing and litigation, raised a $40M Series B led by SignalFire (Melia Russell/Business Insider)
New York-based Patlytics, which builds software for law firms and businesses to automate patent filing and litigation, raised a $40M Series B led by SignalFire (Melia Russell/Business Insider) New York-based Patlytics, which builds software for law firms and businesses to automate patent filing and litigation, raised a $40M Series B led by SignalFire (Melia Russell/Business Insider)

Melia Russell / Business Insider:

New York-based Patlytics, which builds software for law firms and businesses to automate patent filing and litigation, raised a $40M Series B led by SignalFire — Follow Melia Russell … - Patlytics builds software for law firms and businesses to automate patent filing and litigation.

2 часа назад @ techmeme.com
Alibaba and China Telecom launch a data center in southern China that is powered by 10,000 of Alibaba's Zhenwu chips designed for AI training and inferencing (Arjun Kharpal/CNBC)
Alibaba and China Telecom launch a data center in southern China that is powered by 10,000 of Alibaba's Zhenwu chips designed for AI training and inferencing (Arjun Kharpal/CNBC) Alibaba and China Telecom launch a data center in southern China that is powered by 10,000 of Alibaba's Zhenwu chips designed for AI training and inferencing (Arjun Kharpal/CNBC)

Arjun Kharpal / CNBC:

Alibaba and China Telecom launch a data center in southern China that is powered by 10,000 of Alibaba's Zhenwu chips designed for AI training and inferencing — Alibaba and China Telecom are launching a data center in southern China powered by the e-commerce giant's own chips …

2 часа назад @ techmeme.com
Lookonchain: three anonymous Polymarket wallets made well-timed Iran ceasefire wagers, netting $480K+ in profits; the $60M April 7 contract is under dispute (Emily Nicolle/Bloomberg)
Lookonchain: three anonymous Polymarket wallets made well-timed Iran ceasefire wagers, netting $480K+ in profits; the $60M April 7 contract is under dispute (Emily Nicolle/Bloomberg) Lookonchain: three anonymous Polymarket wallets made well-timed Iran ceasefire wagers, netting $480K+ in profits; the $60M April 7 contract is under dispute (Emily Nicolle/Bloomberg)

Emily Nicolle / Bloomberg:

Lookonchain: three anonymous Polymarket wallets made well-timed Iran ceasefire wagers, netting $480K+ in profits; the $60M April 7 contract is under dispute — Bets on a ceasefire between the US and Iran have sent more than $170 million coursing through Polymarket, making …

3 часа назад @ techmeme.com
An Iranian union official says Iran will demand that shipping companies pay tolls in crypto of $1 per barrel for tankers passing through the Strait of Hormuz (Financial Times)
An Iranian union official says Iran will demand that shipping companies pay tolls in crypto of $1 per barrel for tankers passing through the Strait of Hormuz (Financial Times) An Iranian union official says Iran will demand that shipping companies pay tolls in crypto of $1 per barrel for tankers passing through the Strait of Hormuz (Financial Times)

Financial Times:

An Iranian union official says Iran will demand that shipping companies pay tolls in crypto of $1 per barrel for tankers passing through the Strait of Hormuz — Country's oil exporters' union says toll to be paid in cryptocurrency and vessels monitored for weapons

3 часа назад @ techmeme.com
AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems (Todd Bishop/GeekWire)
AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems (Todd Bishop/GeekWire) AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems (Todd Bishop/GeekWire)

Todd Bishop / GeekWire:

AWS launches Amazon S3 Files, a new capability built on Amazon's Elastic File System to let applications and AI agents access S3 buckets as local file systems — Amazon Web Services is making it possible to access data stored in its S3 cloud storage service as a traditional file system …

3 часа назад @ techmeme.com
Memo: Alibaba Cloud CTO Jingren Zhou will step down as CTO to focus on leading AI models in the new role of chief AI architect; executive Feifei Li becomes CTO (Juro Osawa/The Information)
Memo: Alibaba Cloud CTO Jingren Zhou will step down as CTO to focus on leading AI models in the new role of chief AI architect; executive Feifei Li becomes CTO (Juro Osawa/The Information) Memo: Alibaba Cloud CTO Jingren Zhou will step down as CTO to focus on leading AI models in the new role of chief AI architect; executive Feifei Li becomes CTO (Juro Osawa/The Information)

Juro Osawa / The Information:

Memo: Alibaba Cloud CTO Jingren Zhou will step down as CTO to focus on leading AI models in the new role of chief AI architect; executive Feifei Li becomes CTO — Alibaba Group senior executive Jingren Zhou, who is in charge of AI model development, will stop serving as Alibaba Cloud's chief …

4 часа назад @ techmeme.com
Asus ROG Xbox Ally review: comfortable design, Xbox Full Screen beats Windows 11, and affordable, but sleep/wake issues, weak display, and average performance (Andrew E. Freedman/Tom's Hardware)
Asus ROG Xbox Ally review: comfortable design, Xbox Full Screen beats Windows 11, and affordable, but sleep/wake issues, weak display, and average performance (Andrew E. Freedman/Tom's Hardware) Asus ROG Xbox Ally review: comfortable design, Xbox Full Screen beats Windows 11, and affordable, but sleep/wake issues, weak display, and average performance (Andrew E. Freedman/Tom's Hardware)

Andrew E. Freedman / Tom's Hardware:

Asus ROG Xbox Ally review: comfortable design, Xbox Full Screen beats Windows 11, and affordable, but sleep/wake issues, weak display, and average performance — With the Steam Deck OLED in and out of stock, should you consider going the Windows route instead?

4 часа назад @ techmeme.com
X is rolling out worldwide automatic post translation powered by xAI's Grok models, and updates its iOS image editor to add tools like drawing and blurring (Ivan Mehta/TechCrunch)
X is rolling out worldwide automatic post translation powered by xAI's Grok models, and updates its iOS image editor to add tools like drawing and blurring (Ivan Mehta/TechCrunch) X is rolling out worldwide automatic post translation powered by xAI's Grok models, and updates its iOS image editor to add tools like drawing and blurring (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch:

X is rolling out worldwide automatic post translation powered by xAI's Grok models, and updates its iOS image editor to add tools like drawing and blurring — Social media platform X is now rolling out a new feature that automatically translates posts. The company is also launching …

4 часа назад @ techmeme.com
UK-based currency hedging platform MillTech raised $60M from Apax Digital Funds at a $325M valuation, and plans to expand in North America and build AI tools (Carter Johnson/Bloomberg)
UK-based currency hedging platform MillTech raised $60M from Apax Digital Funds at a $325M valuation, and plans to expand in North America and build AI tools (Carter Johnson/Bloomberg) UK-based currency hedging platform MillTech raised $60M from Apax Digital Funds at a $325M valuation, and plans to expand in North America and build AI tools (Carter Johnson/Bloomberg)

Carter Johnson / Bloomberg:

UK-based currency hedging platform MillTech raised $60M from Apax Digital Funds at a $325M valuation, and plans to expand in North America and build AI tools — Currency hedging and cash management platform MillTech raised $60 million in a deal with Apax Digital Funds …

5 часов назад @ techmeme.com
Techmeme Techmeme
последний пост 58 минут назад
A profile of South Korea's Galaxy, which is trying to disrupt K-pop's traditional idol system by blending AI characters and life-size robots, as it plans an IPO (Sohee Kim/Bloomberg)
A profile of South Korea's Galaxy, which is trying to disrupt K-pop's traditional idol system by blending AI characters and life-size robots, as it plans an IPO (Sohee Kim/Bloomberg) A profile of South Korea's Galaxy, which is trying to disrupt K-pop's traditional idol system by blending AI characters and life-size robots, as it plans an IPO (Sohee Kim/Bloomberg)

Sohee Kim / Bloomberg:

A profile of South Korea's Galaxy, which is trying to disrupt K-pop's traditional idol system by blending AI characters and life-size robots, as it plans an IPO — Humanoid robots dressed in black, luxury hip-hop outfits snap into formation, moving in perfect sync to K-pop songs.

6 часов назад @ techmeme.com
Anthropic's Mythos Preview is not a publicity stunt, and sources say tech companies privately spoke to Trump officials about the implications for US security (Thomas L. Friedman/New York Times)
Anthropic's Mythos Preview is not a publicity stunt, and sources say tech companies privately spoke to Trump officials about the implications for US security (Thomas L. Friedman/New York Times) Anthropic's Mythos Preview is not a publicity stunt, and sources say tech companies privately spoke to Trump officials about the implications for US security (Thomas L. Friedman/New York Times)

Thomas L. Friedman / New York Times:

Anthropic's Mythos Preview is not a publicity stunt, and sources say tech companies privately spoke to Trump officials about the implications for US security — Normally right now I would be writing about the geopolitical implications of the war with Iran, and I am sure I will again soon.

7 часов назад @ techmeme.com
GoPro says it will cut 23% of its workforce, or 145 employees, starting in Q2 and costing $11.5M to $15M, as the company struggles to return to profitability (Katherine Hamilton/Wall Street Journal)
GoPro says it will cut 23% of its workforce, or 145 employees, starting in Q2 and costing $11.5M to $15M, as the company struggles to return to profitability (Katherine Hamilton/Wall Street Journal) GoPro says it will cut 23% of its workforce, or 145 employees, starting in Q2 and costing $11.5M to $15M, as the company struggles to return to profitability (Katherine Hamilton/Wall Street Journal)

Katherine Hamilton / Wall Street Journal:

GoPro says it will cut 23% of its workforce, or 145 employees, starting in Q2 and costing $11.5M to $15M, as the company struggles to return to profitability — The wearable camera maker will cut 145 employees as part of a restructuring plan — GoPro plans to cut 23% of its workforce …

7 часов назад @ techmeme.com
AI Forensics: in 16 Italian and Spanish Telegram groups, 24K+ men are sharing nonconsensual images of women and girls, buying spyware, and engaging in doxing (Matt Burgess/Wired)
AI Forensics: in 16 Italian and Spanish Telegram groups, 24K+ men are sharing nonconsensual images of women and girls, buying spyware, and engaging in doxing (Matt Burgess/Wired) AI Forensics: in 16 Italian and Spanish Telegram groups, 24K+ men are sharing nonconsensual images of women and girls, buying spyware, and engaging in doxing (Matt Burgess/Wired)

Matt Burgess / Wired:

AI Forensics: in 16 Italian and Spanish Telegram groups, 24K+ men are sharing nonconsensual images of women and girls, buying spyware, and engaging in doxing — In Telegram groups, men are sharing thousands of nonconsensual images of women and girls, buying spyware, and engaging in doxing and sexual abuse.

7 часов назад @ techmeme.com
TikTok says ad leader Khartoon Weiss is leaving to pursue a new opportunity after nearly six years at the company, the latest high-profile executive to exit (Alexandra S. Levine/Bloomberg)
TikTok says ad leader Khartoon Weiss is leaving to pursue a new opportunity after nearly six years at the company, the latest high-profile executive to exit (Alexandra S. Levine/Bloomberg) TikTok says ad leader Khartoon Weiss is leaving to pursue a new opportunity after nearly six years at the company, the latest high-profile executive to exit (Alexandra S. Levine/Bloomberg)

Alexandra S. Levine / Bloomberg:

TikTok says ad leader Khartoon Weiss is leaving to pursue a new opportunity after nearly six years at the company, the latest high-profile executive to exit — TikTok advertising leader Khartoon Weiss is leaving the short-form video company, joining a wave of American executives stepping down over the past year.

7 часов назад @ techmeme.com
An investigation suggests Blockstream CEO Adam Back, a British cryptographer who invented Hashcash, is Bitcoin's pseudonymous inventor Satoshi Nakamoto (New York Times)
An investigation suggests Blockstream CEO Adam Back, a British cryptographer who invented Hashcash, is Bitcoin's pseudonymous inventor Satoshi Nakamoto (New York Times) An investigation suggests Blockstream CEO Adam Back, a British cryptographer who invented Hashcash, is Bitcoin's pseudonymous inventor Satoshi Nakamoto (New York Times)

New York Times:

An investigation suggests Blockstream CEO Adam Back, a British cryptographer who invented Hashcash, is Bitcoin's pseudonymous inventor Satoshi Nakamoto — One evening in the fall of 2024, my wife and I were sitting in traffic on the Long Island Expressway when, tired of listening …

10 часов назад @ techmeme.com
RationalFX: tech layoffs totaled 78,557 in Q1 2026, with the US accounting for 76.7%; nearly half were attributed to AI implementation and workflow automation (Nikkei Asia)
RationalFX: tech layoffs totaled 78,557 in Q1 2026, with the US accounting for 76.7%; nearly half were attributed to AI implementation and workflow automation (Nikkei Asia) RationalFX: tech layoffs totaled 78,557 in Q1 2026, with the US accounting for 76.7%; nearly half were attributed to AI implementation and workflow automation (Nikkei Asia)

Nikkei Asia:

RationalFX: tech layoffs totaled 78,557 in Q1 2026, with the US accounting for 76.7%; nearly half were attributed to AI implementation and workflow automation — PALO ALTO, California — The true impact of artificial intelligence on employment is yet to be felt even as the global tech …

11 часов назад @ techmeme.com
Z.ai raises prices for its most advanced AI model, GLM-5.1, by at least 8% compared to GLM-5 Turbo, joining Alibaba and Tencent as demand for agentic AI surges (Luz Ding/Bloomberg)
Z.ai raises prices for its most advanced AI model, GLM-5.1, by at least 8% compared to GLM-5 Turbo, joining Alibaba and Tencent as demand for agentic AI surges (Luz Ding/Bloomberg) Z.ai raises prices for its most advanced AI model, GLM-5.1, by at least 8% compared to GLM-5 Turbo, joining Alibaba and Tencent as demand for agentic AI surges (Luz Ding/Bloomberg)

Luz Ding / Bloomberg:

Z.ai raises prices for its most advanced AI model, GLM-5.1, by at least 8% compared to GLM-5 Turbo, joining Alibaba and Tencent as demand for agentic AI surges — Zhipu raised the cost of access to its most advanced AI model by at least 8%, joining other leading Chinese artificial intelligence players …

11 часов назад @ techmeme.com
Sam Altman says OpenAI is resetting Codex usage limits "to celebrate 3M weekly codex users" and will reset them for every 1M new users until it reaches 10M (Sam Altman/@sama)
Sam Altman says OpenAI is resetting Codex usage limits "to celebrate 3M weekly codex users" and will reset them for every 1M new users until it reaches 10M (Sam Altman/@sama) Sam Altman says OpenAI is resetting Codex usage limits "to celebrate 3M weekly codex users" and will reset them for every 1M new users until it reaches 10M (Sam Altman/@sama)

Sam Altman / @sama:

Sam Altman says OpenAI is resetting Codex usage limits “to celebrate 3M weekly codex users” and will reset them for every 1M new users until it reaches 10M — To celebrate 3 million weekly codex users, we are resetting usage limits. We will do this every million users up to 10 million. Happy building!

11 часов назад @ techmeme.com
FBI: US victims lost ~$21B to cybercrime in 2025, up 26% YoY, driven by investment scams, business email compromise, tech support fraud, and data breaches (Bill Toulas/BleepingComputer)
FBI: US victims lost ~$21B to cybercrime in 2025, up 26% YoY, driven by investment scams, business email compromise, tech support fraud, and data breaches (Bill Toulas/BleepingComputer) FBI: US victims lost ~$21B to cybercrime in 2025, up 26% YoY, driven by investment scams, business email compromise, tech support fraud, and data breaches (Bill Toulas/BleepingComputer)

Bill Toulas / BleepingComputer:

FBI: US victims lost ~$21B to cybercrime in 2025, up 26% YoY, driven by investment scams, business email compromise, tech support fraud, and data breaches — U.S. victims lost nearly $21 billion to cyber-enabled crimes last year, driven primarily by investment scams, business email compromise …

12 часов назад @ techmeme.com
Kuka, one of the largest industrial robotics suppliers, says it is prioritizing US and Asia investments, as Europe's industrial companies are slow to adopt AI (Marilen Martin/Bloomberg)
Kuka, one of the largest industrial robotics suppliers, says it is prioritizing US and Asia investments, as Europe's industrial companies are slow to adopt AI (Marilen Martin/Bloomberg) Kuka, one of the largest industrial robotics suppliers, says it is prioritizing US and Asia investments, as Europe's industrial companies are slow to adopt AI (Marilen Martin/Bloomberg)

Marilen Martin / Bloomberg:

Kuka, one of the largest industrial robotics suppliers, says it is prioritizing US and Asia investments, as Europe's industrial companies are slow to adopt AI — Many of Europe's industrial companies are too slow to adopt artificial intelligence, putting faster-moving global rivals in a position …

12 часов назад @ techmeme.com
TikTok says it plans to invest €1B to build a second data center in Finland as part of its €12B European data sovereignty initiative for the data of 200M+ users (Reuters)
TikTok says it plans to invest €1B to build a second data center in Finland as part of its €12B European data sovereignty initiative for the data of 200M+ users (Reuters) TikTok says it plans to invest €1B to build a second data center in Finland as part of its €12B European data sovereignty initiative for the data of 200M+ users (Reuters)

Reuters:

TikTok says it plans to invest €1B to build a second data center in Finland as part of its €12B European data sovereignty initiative for the data of 200M+ users — TikTok plans to invest 1 billion euros ($1.16 billion) to build a second data centre in Finland in less than a year …

12 часов назад @ techmeme.com
Sources: Perplexity's estimated ARR rose to over $450M in March, jumping 50% in a month after the launch of a new agent tool and a shift to usage-based pricing (Cristina Criddle/Financial Times)
Sources: Perplexity's estimated ARR rose to over $450M in March, jumping 50% in a month after the launch of a new agent tool and a shift to usage-based pricing (Cristina Criddle/Financial Times) Sources: Perplexity's estimated ARR rose to over $450M in March, jumping 50% in a month after the launch of a new agent tool and a shift to usage-based pricing (Cristina Criddle/Financial Times)

Cristina Criddle / Financial Times:

Sources: Perplexity's estimated ARR rose to over $450M in March, jumping 50% in a month after the launch of a new agent tool and a shift to usage-based pricing — San Francisco-based start-up surges from push into more complex and potentially more lucrative AI services

12 часов назад @ techmeme.com
Bengaluru-based KreditBee, a digital lending service for personal and business loans and more, raised a $280M Series E at a $1.5B post-money valuation (Harsh Upadhyay/Entrackr)
Bengaluru-based KreditBee, a digital lending service for personal and business loans and more, raised a $280M Series E at a $1.5B post-money valuation (Harsh Upadhyay/Entrackr) Bengaluru-based KreditBee, a digital lending service for personal and business loans and more, raised a $280M Series E at a $1.5B post-money valuation (Harsh Upadhyay/Entrackr)

Harsh Upadhyay / Entrackr:

Bengaluru-based KreditBee, a digital lending service for personal and business loans and more, raised a $280M Series E at a $1.5B post-money valuation — Digital lending platform KreditBee has raised $280 million in its Series E round at a post-money valuation of $1.5 billion.

13 часов назад @ techmeme.com
Modus, which builds AI agents for audit workflows and invests in established accounting firms, raised a $5M seed and an $80M Series A led by Lightspeed (Ryan Lawler/Axios)
Modus, which builds AI agents for audit workflows and invests in established accounting firms, raised a $5M seed and an $80M Series A led by Lightspeed (Ryan Lawler/Axios) Modus, which builds AI agents for audit workflows and invests in established accounting firms, raised a $5M seed and an $80M Series A led by Lightspeed (Ryan Lawler/Axios)

Ryan Lawler / Axios:

Modus, which builds AI agents for audit workflows and invests in established accounting firms, raised a $5M seed and an $80M Series A led by Lightspeed — Modus, which buys majority stakes in advisory entities affiliated with accounting firms, raised $85 million in seed and Series A funding, CEO Arush Jain tells Axios exclusively.

13 часов назад @ techmeme.com
GitHub Trending GitHub Trending
последний пост 15 часов назад
telegramdesktop/tdesktop
telegramdesktop/tdesktop telegramdesktop/tdesktop

This is the complete source code and the build instructions for the official Telegram messenger desktop client, based on the Telegram API and the MTProto secure protocol.

The source code is published under GPLv3 with OpenSSL exception, the license is available here.

Supported systemsThe latest version is available forOld system versionsVersion 4.9.9 was the last that supports older systemsVersion 2.4.4 was the last that supports older systemsVersion 1.8.15 was the last that supports older systems

15 часов назад @ github.com
antinomyhq/forgecode
antinomyhq/forgecode antinomyhq/forgecode

Alternatively, you can configure providers beforehand:# Configure your provider credentials interactively forge provider login # Then start Forge forgeThat's it!

Forge will analyze the error, suggest potential causes based on your code, and propose different solutions to fix the issue.

Forge is designed for developers who want to enhance their workflow with AI assistance while maintaining full control over their development environment.

Please use forge provider login instead.

Max Requests Per Turn Limit the maximum number of requests an agent can make in a single conversation turn.

15 часов назад @ github.com
google-ai-edge/LiteRT-LM
google-ai-edge/LiteRT-LM google-ai-edge/LiteRT-LM

🔗 Product Website🔥 What's New: Gemma 4 support with LiteRT-LMDeploy Gemma 4 across a broad range of hardware with stellar performance (blog).

📚 Broad Model Support: Gemma, Llama, Phi-4, Qwen, and more.

⚡ Quick Try (No Code)Try LiteRT-LM immediately from your terminal without writing a single line of code using uv :uv tool install litert-lm litert-lm run \ --from-huggingface-repo=google/gemma-3n-E2B-it-litert-lm \ gemma-3n-E2B-it-int4 \ --prompt= " What is the capital of France? "

v0.8.0 : Desktop GPU support and Multi-Modality.

: Desktop GPU support and Multi-Modality.

15 часов назад @ github.com
nvim-treesitter/nvim-treesitter
nvim-treesitter/nvim-treesitter nvim-treesitter/nvim-treesitter

The nvim-treesitter plugin providesfunctions for installing, updating, and removing tree-sitter parsers; a collection of queries for enabling tree-sitter features built into Neovim for these languages; a staging ground for treesitter-based features considered for upstreaming to Neovim.

InstallationYou can install nvim-treesitter with your favorite package manager (or using the native package feature of vim, see :h packages ).

This plugin is only guaranteed to work with specific versions of language parsers** (as specified in the parser.lua table).

When upgrading the plugin, you must make sure that all installed parsers are updated to the latest version via :TSUpdate .

setup { -- Directory t…

1 day, 15 hours назад @ github.com
google-ai-edge/gallery
google-ai-edge/gallery google-ai-edge/gallery

Google AI Edge Gallery ✨Explore, Experience, and Evaluate the Future of On-Device Generative AI with Google AI Edge.

AI Edge Gallery is the premier destination for running the world's most powerful open-source Large Language Models (LLMs) on your mobile device.

As the centerpiece of this release, Gemma 4 allows you to test the cutting edge of on-device AI.

Install the app today from Google Play Install the app today from App StoreFor users without Google Play access, install the apk from the latest releaseApp Preview✨ Core FeaturesAgent Skills : Transform your LLM from a conversationalist into a proactive assistant.

Download the App: Install the app from Google Play or App Store.

1 day, 15 hours назад @ github.com
roboflow/supervision
roboflow/supervision roboflow/supervision

import supervision as sv from PIL import Image from rfdetr import RFDETRSmall image = Image .

open (...) model = RFDETRSmall () detections = model .

import supervision as sv from PIL import Image from inference import get_model image = Image .

import cv2 import supervision as sv image = cv2 .

copy (), detections = detections )supervision-0.16.0-annotators.mp4datasetsSupervision provides a set of utils that allow you to load, split, merge, and save datasets in one of the supported formats.

2 days, 15 hours назад @ github.com
sherlock-project/sherlock
sherlock-project/sherlock sherlock-project/sherlock

Hunt down social media accounts by username across 400+ social networksInstallation • Usage • ContributingInstallationWarning Packages for ParrotOS and Ubuntu 24.04, maintained by a third party, appear to be broken.

$ sherlock --help usage: sherlock [-h] [--version] [--verbose] [--folderoutput FOLDEROUTPUT] [--output OUTPUT] [--tor] [--unique-tor] [--csv] [--xlsx] [--site SITE_NAME] [--proxy PROXY_URL] [--json JSON_FILE] [--timeout TIMEOUT] [--print-all] [--print-found] [--no-color] [--browse] [--local] [--nsfw] USERNAMES [USERNAMES ...] Sherlock: Find Usernames Across Social Networks (Version 0.14.3) positional arguments: USERNAMES One or more usernames to check with social networks.

--fol…

3 days, 15 hours назад @ github.com
vas3k/TaxHacker
vas3k/TaxHacker vas3k/TaxHacker

You can even create custom fields with your own AI prompts to extract any specific information you need.

With built-in filtering, multi-project support, import/export capabilities, and custom categories, TaxHacker simplifies reporting and makes tax filing a bit easier.

TaxHacker works with a wide variety of documents, including store receipts, restaurant bills, invoices, bank statements, letters, even handwritten receipts.

TaxHacker automatically detects currencies in your documents and converts them to your base currency using historical exchange rates.

Write custom AI prompts for fields, categories, and projects, or modify the built-in ones to match your specific needs.

4 days, 15 hours назад @ github.com
onyx-dot-app/onyx
onyx-dot-app/onyx onyx-dot-app/onyx

Onyx enables LLMs through advanced capabilities like RAG, web search, code execution, file creation, deep research and more.

🤖 Custom Agents: Build AI Agents with unique instructions, knowledge, and actions.

Build AI Agents with unique instructions, knowledge, and actions.

🌍 Web Search: Browse the web to get up to date information.

💻 Custom code: Run custom code to remove PII, reject sensitive queries, or to run custom analysis.

4 days, 15 hours назад @ github.com
siddharthvaddem/openscreen
siddharthvaddem/openscreen siddharthvaddem/openscreen

OpenScreenOpenScreen is your free, open-source alternative to Screen Studio (sort of).

Screen Studio is an awesome product and this is definitely not a 1:1 clone.

If you need all the fancy features, your best bet is to support Screen Studio (they really do a great job, haha).

But if you just want something free (no gotchas) and open, this project does the job!

Make it executable and run:chmod +x Openscreen-Linux- * .AppImage ./Openscreen-Linux- * .AppImageYou may need to grant screen recording permissions depending on your desktop environment.

5 days, 15 hours назад @ github.com
Yeachan-Heo/oh-my-codex
Yeachan-Heo/oh-my-codex Yeachan-Heo/oh-my-codex

Start Codex stronger, then let OMX add better prompts, workflows, and runtime help when the work grows.

Website: https://yeachan-heo.github.io/oh-my-codex-website/Docs: Getting Started · Agents · Skills · Integrations · Demo · OpenClaw guideOMX is a workflow layer for OpenAI Codex CLI.

Start OMX strongly, clarify first when needed, approve the plan, then choose $team for coordinated parallel execution or $ralph for the persistent completion loop.

$team or $ralph — use $team for coordinated parallel execution, or $ralph when you want a persistent completion loop with one owner.

Team runtimeUse the team runtime when you specifically need durable tmux/worktree coordination, not as the default …

5 days, 15 hours назад @ github.com
luongnv89/claude-howto
luongnv89/claude-howto luongnv89/claude-howto

It's a structured, visual, example-driven guide that teaches you to use every Claude Code feature with real-world templates you can copy into your project today.

Get Started in 15 MinutesTrusted by 5,900+ Developers5,900+ GitHub stars from developers who use Claude Code dailyfrom developers who use Claude Code daily 690+ forks — teams adapting this guide for their own workflows— teams adapting this guide for their own workflows Actively maintained — synced with every Claude Code release (latest: v2.2.0, March 2026)— synced with every Claude Code release (latest: v2.2.0, March 2026) Community-driven — contributions from developers who share their real-world configurationsNot Sure Where to St…

6 days, 15 hours назад @ github.com
hacksider/Deep-Live-Cam
hacksider/Deep-Live-Cam hacksider/Deep-Live-Cam

Real-time face swap and video deepfake with a single click and only a single image.

If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online.

Choose a source face image and a target image/video.

Select a source face image.

That's Fucking Freaky Dude... That's So Wild Dude" IShowSpeed - "Alright look look look, now look chat, we can do any face we want to look like chat"- "Alright look look look, now look chat, we can do any face we want to look like chat" TechLinked (Linus Tech Tips) - "They do a pretty good job matching poses, expression and even the lighting"- "They do a pretty good job matching poses, expression and even the light…

1 week назад @ github.com
Yeachan-Heo/oh-my-claudecode
Yeachan-Heo/oh-my-claudecode Yeachan-Heo/oh-my-claudecode

English | 한국어 | 中文 | 日本語 | Español | Tiếng Việt | PortuguêsFor Codex users: Check out oh-my-codex — the same orchestration experience for OpenAI Codex CLI.

Multi-agent orchestration for Claude Code.

Don't learn Claude Code.

Team mode is explicit: use /team ... or omc team ... rather than a keyword trigger.

UtilitiesProvider Advisor ( omc ask )Run local provider CLIs and save a markdown artifact under .omc/artifacts/ask/ :omc ask claude " review this migration plan " omc ask codex --prompt " identify architecture risks " omc ask gemini --prompt " propose UI polish ideas " omc ask claude --agent-prompt executor --prompt " draft implementation steps "Canonical env vars:OMC_ASK_ADVISOR_SCRIPTOM…

1 week назад @ github.com
microsoft/VibeVoice
microsoft/VibeVoice microsoft/VibeVoice

🎙️ VibeVoice: Open-Source Frontier Voice AI📰 News 2026-03-29: 🎉 VibeVoice-ASR is being adopted by the open-source community!

Download: macOS | Windows 1.mov 2026-03-06: 🚀 VibeVoice ASR is now part of a Transformers release!

2025-12-03: 📣 We open-sourced VibeVoice‑Realtime‑0.5B, a real‑time text‑to‑speech model that supports streaming text input and robust long-form speech generation.

OverviewVibeVoice is a family of open-source frontier voice AI models that includes both Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) models.

📖 Documentation | 🤗 Hugging Face | 📊 PaperEnglishES_._3.mp4Chinesedefault.mp4Cross-Lingual1p_EN2CH.mp4Spontaneous Singing2p_see_u_again.mp4Long Conversatio…

1 week, 2 days назад @ github.com
Технологии
Reddit: /r/technology/ Reddit: /r/technology/
последний пост 1 час назад
Massive hack exposes thousands of sensitive LAPD records, report says
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submitted by /u/lurker_bee [link] [comments]

1 час назад @ reddit.com
Ukraine says it replaced human soldiers with 'ground robots' in over 21,000 missions for Q1
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submitted by /u/_Dark_Wing [link] [comments]

3 часа назад @ reddit.com
Republicans fooled by AI-generated image of US airman rescued in Iran - Fake image of crew member surrounded by smiling military members has been reshared more than 21,000 times on X
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submitted by /u/Just-Grocery-2229 [link] [comments]

3 часа назад @ reddit.com
Microsoft Abruptly Terminates VeraCrypt Account, Halting Windows Updates
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submitted by /u/MarvelsGrantMan136 [link] [comments]

3 часа назад @ reddit.com
Google's AI search is producing millions of wrong answers every day
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submitted by /u/AdSpecialist6598 [link] [comments]

4 часа назад @ reddit.com
AMD's senior director of AI thinks 'Claude has regressed' and that it 'cannot be trusted to perform complex engineering'
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submitted by /u/cjwidd [link] [comments]

4 часа назад @ reddit.com
More countries weigh teen social media ban, experts warn it's 'lazy'
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submitted by /u/Nexusyak [link] [comments]

5 часов назад @ reddit.com
A Yale economist says AGI won’t automate most jobs—because they’re not worth the trouble
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submitted by /u/Logical_Welder3467 [link] [comments]

5 часов назад @ reddit.com
FBI: Americans lost a record $21 billion to cybercrime last year
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submitted by /u/sr_local [link] [comments]

5 часов назад @ reddit.com
LinkedIn Hit With Class-Action Lawsuits Over Browser-Extension Scanning
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submitted by /u/Capital-Run-1080 [link] [comments]

7 часов назад @ reddit.com
Texas is giving data centers more than $1 billion in tax breaks each year
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submitted by /u/zsreport [link] [comments]

7 часов назад @ reddit.com
Claude AI down: Anthropic users hit with errors as chatbot goes offline
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submitted by /u/cmaia1503 [link] [comments]

10 часов назад @ reddit.com
‘She’s Never Going to Age’: Porn Stars Are Embracing AI Clones to Stay Forever Young
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submitted by /u/ubcstaffer123 [link] [comments]

11 часов назад @ reddit.com
Japan relaxes privacy laws to make itself the ‘easiest country to develop AI’
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submitted by /u/Logical_Welder3467 [link] [comments]

12 часов назад @ reddit.com
Government official impersonation scam complaints doubled in 2025, FBI report shows
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submitted by /u/the_mad_statter [link] [comments]

12 часов назад @ reddit.com
Pinboard: Popular Pinboard: Popular
последний пост 11 часов назад
Every iPhone Ever Made | sheets.works
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The Data Drop #040 iPhone One device changed everything.

Scroll19 Years 52 Models 2.3B+ Sold worldwideThe Lineup Every iPhone at proportional size.

The StoryThe Moments That Mattered 11 milestones that defined a generation 2007 iPhoneThe SpecsThe Camera 2 megapixels · 2007 → 48 megapixels · 2026The Price Base model vs most expensive, by yearThe GraveyardWhat AppleTook AwayEvery Color.

From silver to cosmic orangeExploreThe Collection Every model.

✕Select first iPhone vs Select second iPhone Compare

11 часов назад @ sheets.works
Project Glasswing: Securing critical software for the AI era Anthropic
Project Glasswing: Securing critical software for the AI era Anthropic Project Glasswing: Securing critical software for the AI era Anthropic

We've been testing Claude Mythos Preview in our own security operations, applying it to critical codebases, where it's already helping us strengthen our code.

Joining Project Glasswing, with access to Claude Mythos Preview, allows us to identify and mitigate risk early and augment our security and development solutions so we can better protect customers and Microsoft.

When tested against CTI-REALM, our open-source security benchmark, Claude Mythos Preview showed substantial improvements compared to previous models.

Claude Mythos Preview demonstrates what is now possible for defenders at scale, and adversaries will inevitably look to exploit the same capabilities.

Anthropic has also been in …

11 часов назад @ anthropic.com
addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.
addyosmani/agent-skills: Production-grade engineering skills for AI coding agents. addyosmani/agent-skills: Production-grade engineering skills for AI coding agents.

DEFINE PLAN BUILD VERIFY REVIEW SHIP ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ │ Idea │ ───▶ │ Spec │ ───▶ │ Code │ ───▶ │ Test │ ───▶ │ QA │ ───▶ │ Go │ │Refine│ │ PRD │ │ Impl │ │Debug │ │ Gate │ │ Live │ └──────┘ └──────┘ └──────┘ └──────┘ └──────┘ └──────┘ /spec /plan /build /test /review /shipCommands7 slash commands that map to the development lifecycle.

Codex / Other Agents Skills are plain Markdown - they work with any agent that accepts system prompts or instruction files.

Skills are workflows agents follow, not reference docs they read.

Skills bake in best practices from Google's engineering culture — including concepts from Software Engineering at Google and Google's …

11 часов назад @ github.com
Lowe strains to describe RFK’s peptide mania: “there are indeed a whole range of physical and medical effects to be found in these things”
Lowe strains to describe RFK’s peptide mania: “there are indeed a whole range of physical and medical effects to be found in these things”

He despairs by the end. There’s nothing to say really. It’s Darwin Awards every day now.

11 часов назад @ science.org
matthartman/ghost-pepper: Hold-to-talk speech-to-text for macOS. 100% local, powered by WhisperKit and local LLM cleanup. Hold Control to record, release to transcribe and paste.
matthartman/ghost-pepper: Hold-to-talk speech-to-text for macOS. 100% local, powered by WhisperKit and local LLM cleanup. Hold Control to record, release to transcribe and paste. matthartman/ghost-pepper: Hold-to-talk speech-to-text for macOS. 100% local, powered by WhisperKit and local LLM cleanup. Hold Control to record, release to transcribe and paste.

Ghost Pepper100% local hold-to-talk speech-to-text for macOS.

Hold Control to record, release to transcribe and paste.

All models run locally, no private data leaves your computer.

Enterprise / managed devicesGhost Pepper requires Accessibility permission, which normally needs admin access to grant.

On managed devices, IT admins can pre-approve this via an MDM profile (Jamf, Kandji, Mosaic, etc.)

11 часов назад @ github.com
Открыть экран
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milla-jovovich/mempalace: The highest-scoring AI memory system ever benchmarked. And it's free.
milla-jovovich/mempalace: The highest-scoring AI memory system ever benchmarked. And it's free. milla-jovovich/mempalace: The highest-scoring AI memory system ever benchmarked. And it's free.

MemPalace The highest-scoring AI memory system ever benchmarked.

The 96.6% is from raw verbatim mode, not AAAK or rooms mode (those score lower — see note above).

Independent benchmarks show AAAK mode scores 84.2% R@5 vs raw mode's 96.6% on LongMemEval — a 12.4 point regression.

Why Structure MattersTested on 22,000+ real conversation memories:Search all closets: 60.9% R@10 Search within wing: 73.1% (+12%) Search wing + hall: 84.8% (+24%) Search wing + room: 94.8% (+34%)Wings and rooms aren't cosmetic.

The 96.6% headline number is from raw mode , not AAAK mode.

11 часов назад @ github.com
Farrow on Altman
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Multiple prominent investors who have worked with Altman told us that he has a reputation for freezing out investors if they back OpenAI’s competitors.

(OpenAI told us that several employees recall Karnofsky abstaining, and provided the minutes from the meeting recording his vote as an abstention.)

Altman told us, “I don’t think anyone has had more private investigators hired against them.”Extreme claims have circulated.

“This is disgusting behavior from a competitor that I assume is part of an attempt at tainting the jury in our upcoming cases,” Altman told us.

“We’re not going to be building advanced chips in the U.A.E.,” a leader at the Department of Commerce told Altman.

1 day, 11 hours назад @ newyorker.com
How many products does Microsoft have named ‘Copilot’? I mapped every one | Tey Bannerman
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Update: Since this was published, the lovely internet community has let me know we were missing two Copilots: Since this was published, the lovely internet community has let me know we were missing two Copilots: Gaming Copilot and Microsoft Dragon Copilot (🤦‍♀️).

The chart has been updated and I'll continue to update it as Microsoft continues to Copilot.

A few weeks ago, I tried to explain to someone what Microsoft Copilot is.

I couldn’t… because the name ‘Copilot’ now refers to at least 75 different things.

All named ‘Copilot’.

1 day, 11 hours назад @ teybannerman.com
YouTube 高级搜索
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Improve your search results with advanced search prefixes.

Search with YouTube Google VideoClear Play AllNo results foundTry adjusting your search terms or filters

1 day, 11 hours назад @ playlists.at
Show HN: I built a tiny LLM to demystify how language models work | Hacker News
Show HN: I built a tiny LLM to demystify how language models work | Hacker News Show HN: I built a tiny LLM to demystify how language models work | Hacker News

Built a ~9M param LLM from scratch to understand how they actually work.

Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch.

Trains in 5 min on a free Colab T4.

The fish thinks the meaning of life is food.

Fork it and swap the personality for your own character.

1 day, 11 hours назад @ news.ycombinator.com
GitHub - arman-bd/guppylm: A ~9M parameter LLM that talks like a small fish. · GitHub
GitHub - arman-bd/guppylm: A ~9M parameter LLM that talks like a small fish. · GitHub

ff6347 starred arman-bd/guppylm

1 day, 11 hours назад @ github.com
The Free Market Lie: Why Switzerland Has 25 Gbit Internet and America Doesn't - Stefan Schüller
The Free Market Lie: Why Switzerland Has 25 Gbit Internet and America Doesn't - Stefan Schüller The Free Market Lie: Why Switzerland Has 25 Gbit Internet and America Doesn't - Stefan Schüller

This Article is also available as a video (My first):The ParadoxAs mentioned, in Switzerland, you can get 25 Gigabit per second fiber internet to your home, symmetric and dedicated.

In Germany, you are in a somewhat similar situation to the United States.

The United States prides itself on free markets.

Germany champions infrastructure competition, meaning it prefers multiple companies laying their own cables rather than sharing a single network.

The American ModelThe United States took a different path, but the result is equally bad.

1 day, 11 hours назад @ sschueller.github.io
Advice to Young People, The Lies I Tell Myself - jxnl.co
Advice to Young People, The Lies I Tell Myself - jxnl.co Advice to Young People, The Lies I Tell Myself - jxnl.co

Advice to Young People, The Lies I Tell Myself¶I'm really not qualified to give advice.

If you don't believe in yourself, believe in me that believes in you.

I don't think I'm a leader at any of these things, but I do think I'm elite at learning.

Public Speaking¶People don't believe this, but my talk at the AI Summit was actually my first public speaking experience.

If I went to the gym alone, I would just think, "Wow, people must think I'm so weak.

1 day, 11 hours назад @ jxnl.co
https://github.com/maaslalani/sheets
https://github.com/maaslalani/sheets

terminal spreadsheet application made with bubbletea

1 day, 11 hours назад @ github.com
Changelog Changelog
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Astral has been acquired by OpenAI
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Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

1 week, 4 days назад @ changelog.com
From Tailnet to platform
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Server ErrorOops!

Looks like the server had a hiccup.

Try reloading the page to see if the issue has cleared up.

In the meantime, enjoy some clips!

3 weeks, 6 days назад @ changelog.com
Big change brings big change
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The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

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Finale & Friends
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Augment Code – Adam loves “Auggie” – Augment Code’s CLI that brings Augment’s context engine and powerful AI reasoning anywhere your code goes.

From building alongside you in the terminal to any part of your development workflow.

Squarespace – Turn your expertise into a business with the all-in-one platform for websites, services, and getting paid.

Use code CHANGELOG to save 10% on your first website purchase.

Notion – Custom Agents that automate the busywork so your team can focus on real work.

1 month назад @ changelog.com
Opus 4.5 changed everything
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Augment Code – Adam loves “Auggie” – Augment Code’s CLI that brings Augment’s context engine and powerful AI reasoning anywhere your code goes.

From building alongside you in the terminal to any part of your development workflow.

Squarespace – Turn your expertise into a business with the all-in-one platform for websites, services, and getting paid.

Use code CHANGELOG to save 10% on your first website purchase.

Notion – Custom Agents that automate the busywork so your team can focus on real work.

1 month, 1 week назад @ changelog.com
The mythical agent-month
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The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

1 month, 1 week назад @ changelog.com
Selling SDKs in the era of many Claudes
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Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

Along the way, we discuss the excitement/fear we share about keeping our agents busy, how SDK and infra companies are affected differently by agentic software than SaaS companies, how Steve is approaching the coming era of internal tooling, what will happen when we equip LLMs with an infinite canvas, and more.

1 month, 2 weeks назад @ changelog.com
All the Claw things
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Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

1 month, 2 weeks назад @ changelog.com
Han shot first
Han shot first Han shot first

Namespace – Speed up your development and testing workflows using your existing tools.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

1 month, 3 weeks назад @ changelog.com
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Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Check out the speedrun to get started in minutes.

1 month, 3 weeks назад @ changelog.com
Vouch for an open source web of trust
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Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

1 month, 3 weeks назад @ changelog.com
It's a renaissance woman's world
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Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

At an unbeatable price.

2 months назад @ changelog.com
Setting Docker Hardened Images free
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Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

Get an exclusive offer: up to 22% off NordLayer yearly plans plus 10% on top with the coupon code changelog-10-NORDLAYER .

Try it risk-free with a 14-day money-back guarantee at nordlayer.com/thechangelogFly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

2 months назад @ changelog.com
The tech monoculture is finally breaking
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Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

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Natural born SaaS killers
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Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

At an unbeatable price.

Squarespace – A website makes it real!

Use code CHANGELOG to save 10% on your first website purchase.

2 months, 1 week назад @ changelog.com
ZDNet ZDNet
последний пост 54 минуты назад
The 10 most popular products ZDNET readers bought last month (including a tiny storage option)
The 10 most popular products ZDNET readers bought last month (including a tiny storage option) The 10 most popular products ZDNET readers bought last month (including a tiny storage option)

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

54 минуты назад @ zdnet.com
How a burner email can protect your inbox - setting one up one is easy and free
How a burner email can protect your inbox - setting one up one is easy and free How a burner email can protect your inbox - setting one up one is easy and free

ZDNET's key takeawaysA burner email address can protect you against spam and phishing.

That means exposing your primary email address to yet another site where it could be vulnerable.

You can always turn to a burner email address instead.

A burner email address is a temporary and disposable address that you create for one-time purposes or limited use with a particular website or service.

Helped by advertisements, all four are free on a basic level, which typically grants you one burner address.

1 час назад @ zdnet.com
I tested the Suunto Spark earbuds for a month: Why air conduction audio is a winner
I tested the Suunto Spark earbuds for a month: Why air conduction audio is a winner I tested the Suunto Spark earbuds for a month: Why air conduction audio is a winner

Suunto Spark 4.7 / 5 Very good pros and cons Pros Outstanding audio quality.

For the past month, I have been running with another option from Suunto that uses air conduction technology, and that is the Suunto Spark headset, available now for $179.

Also: I put my Shokz away within seconds of testing these bone conduction headphonesThe Suunto Spark is available in black, coral orange, and white.

Matthew Miller/ZDNETTouch controlOn some of the bone conduction headsets I have used, the buttons can be tough to find and activate.

The Spark also supports LHDC 5.0 and spatial audio, so you can experience audio in different ways.

3 часа назад @ zdnet.com
I tested a portable wind turbine for 2 years: Why it's my backup, not a solar replacement
I tested a portable wind turbine for 2 years: Why it's my backup, not a solar replacement

My years of hands-on testing show that while solar energy is straightforward, portable wind turbines require constant management to stay efficient.

4 часа назад @ zdnet.com
Sonos Play vs. Sonos Move 2: Why I'd go with the $200 cheaper Bluetooth speaker
Sonos Play vs. Sonos Move 2: Why I'd go with the $200 cheaper Bluetooth speaker

Can't decide between the Sonos Play and Move 2? It's easy for me. One is far less expensive, has a 24-hour battery, and a IP67 rating.

4 часа назад @ zdnet.com
How I use my smart thermostat to get ahead of temperature spikes (and save on bills)
How I use my smart thermostat to get ahead of temperature spikes (and save on bills)

It's easy to stay comfortable while saving money thanks to these helpful automations.

4 часа назад @ zdnet.com
I just found a hidden Google Photos tool that clears storage in seconds - how it works
I just found a hidden Google Photos tool that clears storage in seconds - how it works I just found a hidden Google Photos tool that clears storage in seconds - how it works

As a journalist who takes thousands of photos every year, my Google Photos storage is a bit of a dumpster fire.

I was then shown a simple interface that allows me to swipe left to delete a photo or swipe right to keep it.

Also: 10 must-try Google Photos tips and tricks - including a new AI editorI believe my exact words were, "Holy cow!"

Also: Your Pixel phone hides a free Google Photos AI tool that's pure magic - how it worksDon't worry if you accidentally swipe the wrong way.

Once you have reviewed and deleted your photos, there's still hope because Google Photos holds your items in the trash for 30-60 days as well.

5 часов назад @ zdnet.com
Why you shouldn't buy cheap DisplayPort cables - the 'Death Pin' can put your GPU at serious risk
Why you shouldn't buy cheap DisplayPort cables - the 'Death Pin' can put your GPU at serious risk

The tiniest manufacturing mistake can cause huge issues with your PC. Here's how to prevent it from happening.

7 часов назад @ zdnet.com
The best Windows laptops of 2026: Expert tested and reviewed
The best Windows laptops of 2026: Expert tested and reviewed The best Windows laptops of 2026: Expert tested and reviewed

For the April 2026 update, we added the Galaxy Book6 Ultra to the main list as the best Windows laptop for content creators and the Dell XPS 14 as the Best OLED Windows laptop.

Read More Show Expert Take Show lessWhat is the best Windows laptop?

The key to deciding which Windows laptop is best for you starts with evaluating what you'll be using it for.

Show moreLatest updatesApril 2026: We added the Samsung Galaxy Book6 Ultra as the new Best Windows laptop for creators and the Dell XPS 14 as the new Best OLED Windows laptop.

February 2026: We replaced the Legion Pro 9i and added the Lenovo Legion 9i as the new best gaming Windows laptop for its stupendous performance.

8 часов назад @ zdnet.com
Pebblebee Halo vs. AirTag: One of these trackers has a 130dB siren and strobe light
Pebblebee Halo vs. AirTag: One of these trackers has a 130dB siren and strobe light Pebblebee Halo vs. AirTag: One of these trackers has a 130dB siren and strobe light

Not in a creepy, invasive way, but as a personal safety device, one that can discreetly or loudly alert your friends, family, or loved ones during an emergency.

The device combines a physical emergency trigger, a 130dB siren, a 150-lumen strobe, live location sharing, and an everyday-carry flashlight into one compact, rechargeable keychain device.

Personal safety featuresWhere the Halo truly shines is as a personal safety device.

ZDNET's buying adviceThe Pebblebee Halo retails for $59.99, which might seem a high price for a finder tag.

By transforming a standard tracker into a versatile personal safety tool, the Halo stands out as a truly innovative product.

16 часов назад @ zdnet.com
Your AirPods are gross. This $6 tool will keep them sparkling clean
Your AirPods are gross. This $6 tool will keep them sparkling clean Your AirPods are gross. This $6 tool will keep them sparkling clean

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

21 час назад @ zdnet.com
LG C6 vs. LG C5: I compared two generations of OLED TVs, and it was pretty darn close
LG C6 vs. LG C5: I compared two generations of OLED TVs, and it was pretty darn close

The LG C6 is a refreshed version of the brand's flagship OLED TV, but is it worth upgrading over the C5?

22 часа назад @ zdnet.com
Google Chrome's vertical tabs are here: How to opt in and use the new Reading Mode
Google Chrome's vertical tabs are here: How to opt in and use the new Reading Mode Google Chrome's vertical tabs are here: How to opt in and use the new Reading Mode

Vertical tabs are one of those must-have features that can help you juggle all your open web pages.

As of Tuesday, vertical tabs have started rolling out for all Chrome users, Google announced in a blog post.

Vertical tabs in actionNext, you can control the sidebar that displays your vertical tabs.

To switch to reading mode, just right-click a page and select "Open in reading mode" from the menu.

In reading mode, you're able to adjust the font, color, line height, and other visual elements.

23 часа назад @ zdnet.com
Apple, Google, and Microsoft join Anthropic's Project Glasswing to defend world's most critical software
Apple, Google, and Microsoft join Anthropic's Project Glasswing to defend world's most critical software Apple, Google, and Microsoft join Anthropic's Project Glasswing to defend world's most critical software

According to the announcement, "We formed Project Glasswing because the capabilities we've observed in Mythos Preview could reshape cybersecurity."

This fact is why he says Cisco joined Project Glasswing: "This work is too important and too urgent to do alone."

But last fall, I decided to feed the full source code to Claude Code and OpenAI's Codex.

What Project Glasswing is fighting is a machine-speed collapse of the entire defensive perimeter.

Do you see Project Glasswing as a genuine defensive effort, or more of a coordinated industry power move to control access to advanced AI security tools?

23 часа назад @ zdnet.com
Love window snapping on Linux? You should try a tiling window manager - here's why
Love window snapping on Linux? You should try a tiling window manager - here's why Love window snapping on Linux? You should try a tiling window manager - here's why

Linux offers several popular tiling window managers to try.

For those who've never experienced a tiling window manager, you're in for a treat.

This reliance on the keyboard can prevent new Linux users from adopting a tiling window manager.

The most popular tiling window managers available for LinuxAs of now, the best tiling window managers you should consider are the following:Hyprland: One of the most popular tiling window managers, Hyprland is highly customizable via dot files.

A fundamental element of this tiling window manager is broken, and until that feature is fixed, the window manager isn't useful.

1 day, 1 hour назад @ zdnet.com
TechCrunch TechCrunch
последний пост 1 час назад
These are the countries moving to ban social media for children
These are the countries moving to ban social media for children

Australia was the first country to issue a ban in late 2025, aiming to reduce the pressures and risks that young users may face on social media, including cyberbullying, social media addiction, and exposure to predators.

1 час назад @ techcrunch.com
British cryptographer Adam Back denies NYT report that he is Bitcoin creator Satoshi Nakamoto
British cryptographer Adam Back denies NYT report that he is Bitcoin creator Satoshi Nakamoto

Back, a longtime researcher and pioneer in cryptography, denies the allegation that he is the secretive creator of Bitcoin.

1 час назад @ techcrunch.com
Astropad’s Workbench reimagines remote desktop for AI agents, not IT support
Astropad’s Workbench reimagines remote desktop for AI agents, not IT support

Astropad’s Workbench lets users remotely monitor and control AI agents on Mac Minis from iPhone or iPad, with low-latency streaming and mobile access.

1 час назад @ techcrunch.com
Hackers steal and leak sensitive LAPD police documents
Hackers steal and leak sensitive LAPD police documents

The LAPD said the breach affected “a digital storage system” belonging to the city’s Attorney's Office. The World Leaks extortion gang was reported to be behind the attack.

2 часа назад @ techcrunch.com
OpenAI releases a new safety blueprint to address the rise in child sexual exploitation
OpenAI releases a new safety blueprint to address the rise in child sexual exploitation

OpenAI's new Child Safety Blueprint aims to tackle the alarming rise in child sexual exploitation linked to advancements in AI.

2 часа назад @ techcrunch.com
Developer of VeraCrypt encryption software says Windows users may face boot-up issues after Microsoft locked his account
Developer of VeraCrypt encryption software says Windows users may face boot-up issues after Microsoft locked his account

The maker of the popular open-source file encryption software VeraCrypt said Microsoft locked his online account, which may prevent device owners from booting up their computers.

2 часа назад @ techcrunch.com
Databricks co-founder wins prestigious ACM award, says ‘AGI is here already’
Databricks co-founder wins prestigious ACM award, says ‘AGI is here already’

Matei Zaharia has won the top honor from the Association for Computing Machinery. Now he's working on AI for research and says AGI is simply misunderstood.

2 часа назад @ techcrunch.com
As YouTube grows on TV, it eyes more interactive video across formats
As YouTube grows on TV, it eyes more interactive video across formats

YouTube's hiring across roles, partnerships, and a Bengaluru hub shows how it is building out its TV strategy.

3 часа назад @ techcrunch.com
Final 3 days to save up to $500 on your TechCrunch Disrupt 2026 pass
Final 3 days to save up to $500 on your TechCrunch Disrupt 2026 pass

Save up to $500 on your TechCrunch Disrupt 2026 pass until April 10, 11:59 p.m. PT. Secure your spot at the center of the tech ecosystem. Register here.

3 часа назад @ techcrunch.com
Atlassian launches visual AI tools and third-party agents in Confluence
Atlassian launches visual AI tools and third-party agents in Confluence

Confluence users can now create visual assets within the software in addition to new third-party agents working with Lovable, Replit, and Gamma.

4 часа назад @ techcrunch.com
X is rolling out automatic translation and photo editing powered by Grok
X is rolling out automatic translation and photo editing powered by Grok

New automatic translations and photo editing on X are powered by the company's flagship AI model.

5 часов назад @ techcrunch.com
How nuclear batteries could speed the race to fusion power
How nuclear batteries could speed the race to fusion power

Avalanche Energy is working on an DARPA project to build a new class of materials capable of turning damaging radiation into electricity.

6 часов назад @ techcrunch.com
I can’t help rooting for tiny open source AI model maker Arcee
I can’t help rooting for tiny open source AI model maker Arcee

Arcee is a tiny 26-person U.S. startup that built a high-performing, massive, open source LLM. And it's gaining popularity with OpenClaw users.

20 часов назад @ techcrunch.com
VC Eclipse has a new $1.3B to back — and build — ‘physical AI’ startups
VC Eclipse has a new $1.3B to back — and build — ‘physical AI’ startups

Eclipse will put some of that money towards incubating, or building startups.

20 часов назад @ techcrunch.com
Iranian hackers are targeting American critical infrastructure, U.S. agencies warn
Iranian hackers are targeting American critical infrastructure, U.S. agencies warn

A joint FBI, NSA and CISA advisory warns that Iranian hackers have 'escalated' their tactics in response to the ongoing U.S.-Israel war with Iran.

21 час назад @ techcrunch.com
Slashdot Slashdot
последний пост 1 час назад
Valve Releases Native Steam Link App For Apple's Vision Pro
Valve Releases Native Steam Link App For Apple's Vision Pro Valve Releases Native Steam Link App For Apple's Vision Pro

Valve has released a native Steam Link beta for Apple Vision Pro, letting users stream their existing Steam games onto a large virtual screen in visionOS. It supports up to 4K resolution and will let you dynamically adjust the curve of the display. The Mac Observer reports: Steam Link does not support VR titles in this beta, and Valve clearly states that the app is limited to 2D game streaming, but this still opens up a large library of games that users can play on a massive virtual screen inside Vision Pro. At the same time, Vision Pro already handles 2D media very well, and this update builds on that strength by turning the headset into a portable gaming display that connects directly to …

1 час назад @ games.slashdot.org
Apple and Lenovo Have the Least Repairable Laptops, Analysis Finds
Apple and Lenovo Have the Least Repairable Laptops, Analysis Finds Apple and Lenovo Have the Least Repairable Laptops, Analysis Finds

An anonymous reader quotes a report from Ars Technica: Apple earned the lowest grades in a report on laptop and smartphone repairability released today by the consumer advocacy group Public Interest Research Group (PIRG) Education Fund. The report, which looks at how easy devices are to disassemble and how easy it is to find repairability information, gave Apple a C-minus in laptop repairability and a D-minus in cell phone repairability. For its "Failing the Fix (2026): Grading laptop and cell phone companies on the fixability of their products" report, PIRG analyzed the 10 newest laptops and phones that were available via manufacturers' French website in January. [...] Apple leads the list…

2 часа назад @ hardware.slashdot.org
CIA Reportedly Used Secret Quantum Tool To Find Downed Airman in Iran
CIA Reportedly Used Secret Quantum Tool To Find Downed Airman in Iran CIA Reportedly Used Secret Quantum Tool To Find Downed Airman in Iran

alternative_right quotes a report from the New York Post: The CIA used a futuristic new tool called "Ghost Murmur" to find and rescue the second American airman who was shot down in southern Iran, The Post has learned. The secret technology uses long-range quantum magnetometry to find the electromagnetic fingerprint of a human heartbeat and pairs the data with artificial intelligence software to isolate the signature from background noise, two sources close to the breakthrough said. It was the tool's first use in the field by the spy agency -- and was alluded to Monday afternoon by President Trump and CIA Director John Ratcliffe at a White House briefing. "It's like hearing a voice in a sta…

6 часов назад @ tech.slashdot.org
Planet Labs Tests AI-Powered Object Detection On Satellite
Planet Labs Tests AI-Powered Object Detection On Satellite Planet Labs Tests AI-Powered Object Detection On Satellite

BrianFagioli writes: Artificial intelligence has now run directly on a satellite in orbit. A spacecraft about 500km above Earth captured an image of an airport and then immediately ran an onboard AI model to detect airplanes in the photo. Instead of acting like a simple camera in space that sends raw data back to Earth for later analysis, the satellite performed the computation itself while still in orbit. The system used an NVIDIA Jetson Orin module to run the object detection model moments after the image was taken. Traditionally, Earth observation satellites capture images and transmit large datasets to ground stations where computers process them hours later. Running AI directly on the …

10 часов назад @ tech.slashdot.org
Russian Government Hackers Broke Into Thousands of Home Routers To Steal Passwords
Russian Government Hackers Broke Into Thousands of Home Routers To Steal Passwords Russian Government Hackers Broke Into Thousands of Home Routers To Steal Passwords

An anonymous reader quotes a report from TechCrunch: A group of Russian government hackers have hijacked thousands of home and small business routers around the world as part of an ongoing campaign aimed at redirecting victim's internet traffic to steal their passwords and access tokens, security researchers and government authorities warned on Tuesday. [...] The hacking group targeted unpatched routers made by MikroTik and TP-Link using previously disclosed vulnerabilities according to the U.K. government's cybersecurity unit NCSC and Lumen's research arm Black Lotus Labs, which released new details of the campaign Tuesday. According to the researchers, the hackers were able to spy on larg…

14 часов назад @ it.slashdot.org
Apple Faces 'Massive Dilemma' With Success of the MacBook Neo
Apple Faces 'Massive Dilemma' With Success of the MacBook Neo Apple Faces 'Massive Dilemma' With Success of the MacBook Neo

Apple may have a supply problem on its hands with the MacBook Neo... The laptop reportedly relies on "binned" A18 Pro chips with one GPU core disabled, and demand is so strong that the supply of those cheaper leftover chips could run out before the next model is ready. That leaves Apple choosing between lower margins, shifting production plans, or changing the lineup to keep its $599 hit product in stock. MacRumors reports: The all-new MacBook Neo has been such a hit that Apple is facing a "massive dilemma," according to Taiwan-based tech columnist and former Bloomberg reporter Tim Culpan. [...] In the latest edition of his Culpium newsletter today, Culpan said the MacBook Neo is selling so…

18 часов назад @ hardware.slashdot.org
Anthropic Unveils 'Claude Mythos', Powerful AI With Major Cyber Implications
Anthropic Unveils 'Claude Mythos', Powerful AI With Major Cyber Implications Anthropic Unveils 'Claude Mythos', Powerful AI With Major Cyber Implications

"Anthropic has unveiled Claude Mythos, a new AI model capable of discovering critical vulnerabilities at scale," writes Slashdot reader wiredmikey. "It's already powering Project Glasswing, a joint effort with major tech firms to secure critical software. But the same capabilities could also accelerate offensive cyber operations." SecurityWeek reports: Mythos is not an incremental improvement but a step change in performance over Anthropic's current range of frontier models: Haiku (smallest), Sonnet (middle ground), and Opus (most powerful). Mythos sits in a fourth tier named Copybara, and Anthropic describes it as superior to any other existing AI frontier model. It incorporates the curren…

19 часов назад @ it.slashdot.org
Chrome Is Finally Getting Vertical Tabs
Chrome Is Finally Getting Vertical Tabs Chrome Is Finally Getting Vertical Tabs

Chrome is finally adding built-in vertical tabs, "which will move the tabs to the side of the browser window, making it easier to read full page titles and manage tab groups," reports TechCrunch. The company is also introducing an immersive reading mode for a distraction-free, text-focused experience. From the report: The company notes that the new vertical tabs can be enabled at any time by right-clicking on a Chrome window and selecting "Show Tabs Vertically." The company says there's no hard limit on the number of tabs that can be opened (beyond what would be limited already by the user's hardware). The vertical tabs work just as the horizontal tabs do, meaning you can have different Chr…

20 часов назад @ tech.slashdot.org
Supreme Court Wipes Piracy Liability Verdict Against Grande Communications
Supreme Court Wipes Piracy Liability Verdict Against Grande Communications Supreme Court Wipes Piracy Liability Verdict Against Grande Communications

An anonymous reader quotes a report from TorrentFreak: Following on the heels of the landmark Cox v. Sony ruling, the Supreme Court has vacated the contributory copyright infringement verdict against ISP Grande Communications, ordering the Fifth Circuit to reconsider its decision in light of the new precedent. [...] The order (PDF) effectively removes the case from the Supreme Court docket, urging the Fifth Circuit Court of Appeals to take another look at its decision in light of the new ruling. Given the similarities between the two cases, it is no surprise that the Supreme Court came to this conclusion. It is now up to the Fifth Circuit to revisit whether Grande's conduct meets the intent…

21 час назад @ yro.slashdot.org
Testing Suggests Google's AI Overviews Tells Millions of Lies Per Hour
Testing Suggests Google's AI Overviews Tells Millions of Lies Per Hour Testing Suggests Google's AI Overviews Tells Millions of Lies Per Hour

A New York Times analysis found Google's AI Overviews now answer questions correctly about 90% of the time, which might sound impressive until you realize that roughly 1 in 10 answers is wrong. "[F]or Google, that means hundreds of thousands of lies going out every minute of the day," reports Ars Technica. From the report: The Times conducted this analysis with the help of a startup called Oumi, which itself is deeply involved in developing AI models. The company used AI tools to probe AI Overviews with the SimpleQA evaluation, a common test to rank the factuality of generative models like Gemini. Released by OpenAI in 2024, SimpleQA is essentially a list of more than 4,000 questions with v…

22 часа назад @ tech.slashdot.org
Anthropic Reveals $30 Billion Run Rate, Plans To Use 3.5GW of New Google AI Chips
Anthropic Reveals $30 Billion Run Rate, Plans To Use 3.5GW of New Google AI Chips Anthropic Reveals $30 Billion Run Rate, Plans To Use 3.5GW of New Google AI Chips

Anthropic says its annualized revenue run rate has surpassed $30 billion and disclosed plans to secure roughly 3.5 gigawatts of next-generation Google TPU compute starting in 2027. Broadcom will supply the key chips and networking gear for the effort, the company announced. The Register reports: News of the two deals emerged today in a Broadcom regulatory filing that opens with two items of news. One is a "Long Term Agreement for Broadcom to develop and supply custom Tensor Processing Units ("TPUs") for Google's future generations of TPUs." Google and Broadcom have collaborated to produce custom TPUs. Broadcom CEO Hock Tan recently shared his opinion that hyperscalers don't have the skill t…

23 часа назад @ hardware.slashdot.org
Cloudflare Fast-Tracks Post-Quantum Rollout To 2029
Cloudflare Fast-Tracks Post-Quantum Rollout To 2029 Cloudflare Fast-Tracks Post-Quantum Rollout To 2029

Cloudflare is accelerating its post-quantum security plans and now aims to make its entire platform fully post-quantum secure by 2029. "The updated timeline follows new developments in quantum computing research that suggest current cryptographic standards could be broken sooner than previously expected," reports SiliconANGLE. From the report: The decision by Cloudflare to move its post-quantum security roadmap forward comes after Google LLC and research from Oratomic demonstrated significant advances in algorithms and hardware capable of breaking widely used encryption methods such as RSA-2048 and elliptic curve cryptography. [...] The company said progress across three key areas -- quantu…

1 day назад @ tech.slashdot.org
New Revelations Reignite Crypto Scandal Involving Argentina's President Milei
New Revelations Reignite Crypto Scandal Involving Argentina's President Milei New Revelations Reignite Crypto Scandal Involving Argentina's President Milei

An anonymous reader quotes a report from the New York Times: President Javier Milei of Argentina promoted a cryptocurrency last year that quickly skyrocketed in value then cratered just as fast, costing investors millions of dollars and setting off a scandal and an investigation. Mr. Milei said he was simply highlighting a private venture and had no connection to the digital coin called $Libra. New evidence is now raising questions about his assertion. Phone logs from a federal investigation by Argentine prosecutors into the coin's collapse show seven phone calls between Mr. Milei and one of the entrepreneurs behind the cryptocurrency on the night in 2025 when Mr. Milei posted about $Libra …

1 day, 1 hour назад @ news.slashdot.org
Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day
Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day

theodp writes: "Gates Computer Science Building renamed Peter Thiel Center for Panoptic Computing" reads the headline of an April Fools' Day story that ran in the Humor section of The Stanford Daily (with the further disclaimer that "This article is purely satirical and fictitious"). The story begins: "Following revelations that the billionaire founder of Microsoft, Bill Gates, had a longstanding relationship with convicted child sex trafficker Jeffrey Epstein, Stanford has announced it will strip Gates' name from the William H. Gates Computer Science Building and instead honor alumnus Peter Thiel B.A. '89, JD '92. Gates, who is not a Stanford alumnus, gave an initial gift of $6 million tow…

1 day, 2 hours назад @ news.slashdot.org
LinkedIn Faces Spying Allegations Over Browser Extension Scanning
LinkedIn Faces Spying Allegations Over Browser Extension Scanning LinkedIn Faces Spying Allegations Over Browser Extension Scanning

LinkedIn is facing allegations that it quietly scans users' browsers for installed Chrome extensions. The German group Fairlinked e.V. goes so far as to claim that the site is "running one of the largest corporate espionage operations in modern history." "The program runs silently, without any visible indicator to the user," the group says. "It does not ask for consent. It does not disclose what it is doing. It reports the results to LinkedIn's servers. This is not a one-time check. The scan runs on every page load, for every visitor." PCMag reports: This browser extension "fingerprinting" technique has been spotted before, but it was previously found to probe only 2,000 to 3,000 extensions…

1 day, 6 hours назад @ yro.slashdot.org
Блоги людей
>ИИ-нативные продукты
ИИ-нативные продукты

Рассуждаю, что важно учесть при разработке сложного софтверного продукта сейчас, чтобы он остался актуальным через год или два

Мир софта меняется и скоро поменяется совсем. Да, я про ИИ и ЛЛМ в частности. Многие компании не пережили прошлую мобильную революцию (вспомните про нокию). Я размышляю как нам пережить эту. Поэтому, я хочу поразмышлять, что значит «ии-нативные продукты».

Я говорю не про конкретные ии-фичи, не про пресловутого бота, который отвечает мимо и невпопад, а скорее про общее ощущение от продуктов. Я говорю про по сути набор нефункциональных требований, касающихся ИИ, которые могут быть применимы ко всем нашим продуктам. Как сделать продукт, который: будет актуальным в сред…

2 days, 10 hours назад @ mikeozornin.ru
Apple's 50 Years of Integration
Apple's 50 Years of Integration

Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

1 week, 1 day назад @ stratechery.com
>ЛЛМ и дизайн
ЛЛМ и дизайн

Я шарю скилл несколько раз, самое время кинуть в пост

Как делать дизайн с ЛЛМ, чтобы не было дефолтно и ИИшно: Не делать, делать руками

Кидать референсы

Дать скиллов Пост про опцию три. https://impeccable.style

Есть вот такой набор скиллов, в нем разные вещи, чтобы делать дизайн и верстку: Аудит того, что есть и критика

Есть работа с текстом

Есть работа с визуалкой На промостранице есть объяснения, начните с них.

Это не серебрянная пуля, по начать, например, можно с этого. https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4/

Скилл и объяснение от опенаи

1 week, 5 days назад @ mikeozornin.ru
Human.json
Human.json

Human.json is a new

idea for asserting that a site is authored by a person, and for vouching for

other sites’ authorship. I’ve added one to this site.It’s a fun idea, and I’ve joined in, but to be honest, I have some concerns.

When I made my human.json file, I looked through my browser history, and saw a

number of sites that were clearly personal sites that I liked. But if I list

one, am I claiming to know that there is no AI content on that site? I can’t

know that for sure.I haven’t let this stop me from adding my own

/human.json, and I’ll be interested to see what

comes of it.Human.json isn’t a new idea. There have been a number of attempts to add

structured data to web pages:

tags are a…

2 weeks, 3 days назад @ nedbatchelder.com
Agents Over Bubbles
Agents Over Bubbles

Agents are fundamentally changing the shape of demand for compute, both in terms of how they work and in terms of who will use them. They're so compelling that I no longer believe we're in a bubble.

3 weeks, 2 days назад @ stratechery.com
Anthropic and Alignment
Anthropic and Alignment Anthropic and Alignment

Anthropic is in a standoff with the Department of War; while the company's concerns are legitimate, it position is intolerable and misaligned with reality.

1 month, 1 week назад @ stratechery.com
Pytest parameter functions
Pytest parameter functions

Pytest’s parametrize is a great feature for writing tests without repeating

yourself needlessly. (If you haven’t seen it before, read

Starting with pytest’s parametrize first).

When the data gets complex, it can help to use functions to build the

data parameters.I’ve been working on a project

involving multi-line data, and the parameterized test data was getting

awkward to create and maintain. I created helper functions to make it nicer.

The actual project is a bit gnarly, so I’ll use a simpler example to

demonstrate.Here’s a function that takes a multi-line string and returns two numbers,

the lengths of the shortest and longest non-blank lines:def non_blanks(text: str) -> tuple[int, int]: …

1 month, 1 week назад @ nedbatchelder.com
>Street guesser
Street guesser Street guesser

Игра, чтобы выучить свой район

Как ведь бывает, переехал в новый район, а там все улицы незнакомые. Как вот их учить?

Сделал игру: Случайный положительный эффект: можно легко сравнить масштаб городов, понять, что Садовое в Москве — это от Фонтанки с заходом на начало Васьки и Петроградки.

1 month, 2 weeks назад @ mikeozornin.ru
Thin Is In
Thin Is In

Thick clients were the dominant form of device throughout the PC and mobile era; in an AI world, however, thin clients make much more sense.

1 month, 2 weeks назад @ stratechery.com
EdText
EdText

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

text editor.I’ve long used cog to build documentation and HTML

presentations. Cog interpolates text from elsewhere, like source code or

execution output. Often I don’t want the full source file or all of the lines of

output. I want to be able to choose the lines, and sometimes I need to tweak the

lines with a regex to get the results I want.Long ago I wrote my own ad-hoc function to include a

file and over the years it had grown “organically”, to use a positive word. It

had become baroque and confusing. Worse, it still didn’t do all the things I

needed.The old function has 16 arg…

1 month, 4 weeks назад @ nedbatchelder.com
Microsoft and Software Survival
Microsoft and Software Survival

Microsoft got hammered on Wall Street for capacity allocation decisions that were the right ones: the software that wins will use AI to usurp other software.

2 months назад @ stratechery.com
Сага о двух туалетах в IT-корпорации
Сага о двух туалетах в IT-корпорации

Давным давно я как-то работал в Крупной Немецкой Компании. Хороший добротный IT-корпорат, всё как по книжке, со своими плюсами-минусами, многим такое нравится.

2 months, 1 week назад @ vas3k.blog
TSMC Risk
TSMC Risk

If hyperscalers and chip companies don't build up a TSMC competitor they are set to forego billions of dollars in revenue and stunt the AI revolution.

2 months, 1 week назад @ stratechery.com
>Важность рефлексии растет
Важность рефлексии растет

На пост меня натолкнула рабочая ситуация: Я написал (будем честны, попросил ллм написать) один скрипт, и некоторые коллеги прореагировали «о, давно о таком мечтаю». И у меня в голове щелкнуло.

Когда я сейчас написал про один промт, я не утрировал, это был реально один промт.

Сейчас простые задачи решаются ллмками достаточно хорошо. Ядро линукса они все еще не напишут, но пропарсить все ресурсные файлы проекта, сгруппировать одинаковые строчки и дать к ним мгновенный поиск — это задача на один промт. И все, что удерживает людей сейчас, от того, что некоторая часть их задач начнет быть проще — рефлексия. Все что нужно — остановиться, и заметить момент «ага, я тут хочу упрощение, которое возмо…

2 months, 1 week назад @ mikeozornin.ru
Testing: exceptions and caches
Testing: exceptions and caches

Two testing-related things I found recently.Unified exception testingKacper Borucki blogged about parameterizing exception

testing, and linked to pytest docs and a

StackOverflow answer with similar approaches.The common way to test exceptions is to use

pytest.raises as a context manager, and have

separate tests for the cases that succeed and those that fail. Instead, this

approach lets you unify them.I tweaked it to this, which I think reads nicely:from contextlib import nullcontext as produces import pytest

from pytest import raises @pytest.mark.parametrize( "example_input, result", [ (3, produces(2)), (2, produces(3)), (1, produces(6)), (0, raises(ZeroDivisionError)), ("Hello", raises(Typ…

2 months, 1 week назад @ nedbatchelder.com
>ИИ-дизайн
ИИ-дизайн ИИ-дизайн

Я задал один и тот же промт нескольким моделям и вот что вышло

Промт

Прочитай @/llm/PRD.md и сверстай статическую html-страницу about. Укажи в ней все преимущества, придумай как их проиллюстрировать, используй модный современный дизайн Сохрани в файл about-page/{model-name}.html Ориентируйся только на prd, не используй about-страницу.Эксперимент проведен в декабре 2025-январе 2026. Использовался openrouter или облака ллммок. В скриншотах могут быть небольшие артефакты, скриншоты снимал плейрайт, он не умеет в стики-позиции.

Для сравнения дизайн кожаного мешка (меня): https://recipe-scaler.ru/#/about

Gemini 3 pro Grok code fast 1 Minimax 2.1 Minimax 2.1 Minimax 2.1 Minimax 2.1

Тут я просил ш…

2 months, 2 weeks назад @ mikeozornin.ru
>Псевдозабота Клод Кода
Псевдозабота Клод Кода Псевдозабота Клод Кода

Клод код (Claude Code) заботится обо мне и показывает команды на согласования, к сожалению, он делает это без уважения плохо.

Посмотрите на этот апрув: Выполняет трехстрочную шелл-команду с вложенными конструкциями: циклы, условия. Если там где-то будет какая-то ошибка, я её просто не замечу.

Я не специально выбирал, что скриншотить, они все такие: У меня остается два варианта: Как мартышка жать и жать на кнопку «Approve». В итоге вырабатывается привычка, которая не даст мне себя защититить в опасной ситуации. См. принцип «подтверждения не работают».

Один раз апрувнуть тоже не выйдет, потому что эта конкретная трехэтажная команда вряд ли когда-нибудь появится.

Согласитья на YOLO (You Only L…

2 months, 3 weeks назад @ mikeozornin.ru
>Recipe scaler: релиз 3
Recipe scaler: релиз 3 Recipe scaler: релиз 3

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

Сейчас можно шарить не только рецепты как одну штуку, но и всю коллекцию.

Или выборочно, или прибранные рецепты (с рецептом и фоткой), или вообще все-все-все

https://recipe-scaler.ru/#/public/@/mike.ozornin Интеграция с ИИ-иссистентом

Можно через MCP подключиться к своему ассистенту. У кого-то клод, у кого-то курсор. Пока подглючивает чуток. Но смотрите, какая красота:

2 months, 3 weeks назад @ mikeozornin.ru
Apple: You (Still) Don't Understand the Vision Pro
Apple: You (Still) Don't Understand the Vision Pro

The first live sporting event was broadcast in the Vision Pro, and it's a big disappointment. The experience could be amazing, but Apple actively ruins it.

2 months, 3 weeks назад @ stratechery.com
>ИИ-ревью кода
ИИ-ревью кода

Делал большую фичу, попросил ревью у ИИ. Попросил найти важные моменты во всех областях: безопасность, логика, деплой, производительность и прочее, и прочее.

Опус 4.5 (лучшая на сейчас ЛЛМ в мире) написал: Критикал sql-инъекция. Как оказалось: пользователь сам себе после всех входов и разрешений на свой же запрос получит чуть больше своих же результатов. Опус не написал: Конфиг nginx забыли поправить и ничего не будет работать в целом.

Сервис-воркер (фоновый код в браузерном приложении) блокировал работу новой вещи, перехватывая все обращения на себя.

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

2 months, 3 weeks назад @ mikeozornin.ru
AI and the Human Condition
AI and the Human Condition

AI might replace all of the jobs; that's only a problem if you think that humans will care, but if they care, they will create new jobs.

3 months назад @ stratechery.com
No more .html
No more .html

This morning I shared a link to this site, and the recipient said, “it looks

like a file.” I thought they meant the page was all black and white with no

color. No, they were talking about the URL, which ended with “.html”.This site started almost 24 years ago as

a static site: a pile of .html files created on my machine and uploaded to the

server. The URLs naturally had .html extensions. It was common in web sites of

the time.Over the years, the technology has changed. In 2008, it was still a static

site on the host, but produced with

Django running locally. In 2021, it became a

real Django site on the host.Through all these changes, the URLs remained the same—they still had

the old-fashion…

3 months назад @ nedbatchelder.com
Generating data shapes with Hypothesis
Generating data shapes with Hypothesis

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

3 months, 2 weeks назад @ nedbatchelder.com
Generating data shapes with Hypothesis
Generating data shapes with Hypothesis

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

3 months, 2 weeks назад @ nedbatchelder.com
The 2025 Stratechery Year in Review
The 2025 Stratechery Year in Review

The most popular and most important posts on Stratechery in 2025.

3 months, 3 weeks назад @ stratechery.com
A testing conundrum
A testing conundrum

In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.update(v.encode("utf-8")) case bytes(): self.hash.update(v) case int() | float(): self.…

3 months, 3 weeks назад @ nedbatchelder.com
A testing conundrum
A testing conundrum

Update: I found a solution which I describe in

Generating data shapes with Hypothesis.In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.u…

3 months, 3 weeks назад @ nedbatchelder.com
Итоги Года 2025
Итоги Года 2025 Итоги Года 2025

2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008 Нет, Дядя Вострек, не умеешь ты хайпить. Надо было больше пиздеть и меньше делать, а ты наоборот начал — много делаешь и мало пиздишь. А это прямой путь к выгоранию и забвению одновременно...

Необычный год вышел, мда. Я потерял работу и так и не смог найти новую ? или не смог найти сил опять танцевать бинарные деревья на интервью? . Навайбкодил несколько проектов, на некоторые из которых потр…

3 months, 3 weeks назад @ vas3k.blog
Netflix and the Hollywood End Game
Netflix and the Hollywood End Game

Netflix is driving the Hollywood end game, likely confident it can increase the value of IP, and fend off YouTube.

4 months назад @ stratechery.com
>Вайб-кодинг, дофамин и слот-машины
Вайб-кодинг, дофамин и слот-машины

Осознал недавно, чем вайб-кодинг в его классическом виде похож на лудоманию и при чем тут дофамин

Что за вайб-кодинг такой

Давайте сначала начнем с определений. Не каждая разработка с ллмкой — вайб-кодинг, но каждый вайб-кодинг — разработка с помощью ллмки.

Вайб-кодингом я буду называть программирование с помощью ллмки, в котором есть вот такие характеристики: Мало изначального планирования. Буквально короткое описание, вкинутое в ллмку и потом разберемся походу.

Попытка сразу попасть в нужную конечную точку. Желательно за одну итерацию.

Значительная часть кода написана ллмкой. Человек в целом не читает весь код, не проверяет его, только смотрит на результат. Архитектура придумана тоже ллмк…

4 months назад @ mikeozornin.ru
Google, Nvidia, and OpenAI
Google, Nvidia, and OpenAI

OpenAI and Nvidia are both under threat from Google; I like OpenAI's chances best, but they need an advertising model to beat Google as an Aggregator.

4 months, 1 week назад @ stratechery.com
>Сайд-бай-сайб 0.2.0
Сайд-бай-сайб 0.2.0 Сайд-бай-сайб 0.2.0

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

Было: /v/06b95c10-7688-4106-8e75-762035290c67/

Стало: /v/HairyParrotsPursueRudely/ Улучшение интеграции с Mattermost:

Сайд-бай-сайд сгенерирует превьюшки к уведомлениям в чате.

По окончании голосованию в чате будет итог голосования. Было: Стало: Мелочи: Кликабельные ссылки в описаниях. Ссылки в комментарии станут кликабельными.

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

Белый список доменов эл. почты. Можно указать домены, вход с которых будет разрешен.

Драг-н-дропать файлы можно на всю страницу, да…

4 months, 1 week назад @ mikeozornin.ru
Autism Adulthood, 3rd edition
Autism Adulthood, 3rd edition Autism Adulthood, 3rd edition

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

4 months, 3 weeks назад @ nedbatchelder.com
Autism Adulthood, 3rd edition
Autism Adulthood, 3rd edition Autism Adulthood, 3rd edition

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

4 months, 3 weeks назад @ nedbatchelder.com
Robotaxis and Suburbia
Robotaxis and Suburbia

Robotaxis are poised to further close the delta between suburbs and the city; the city (and Uber) might never recover.

4 months, 3 weeks назад @ stratechery.com
Why your mock breaks later
Why your mock breaks later

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings() -> str: with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings() -> int: settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work…

4 months, 3 weeks назад @ nedbatchelder.com
Why your mock breaks later
Why your mock breaks later

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings(): with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings(): settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work: # {"opt1": 1…

4 months, 3 weeks назад @ nedbatchelder.com
Матрица согласований
Матрица согласований

У дизайнера найдется десяток людей, которые «пытаются помочь» ему делать свою работу. И это одна из первых ловушек, в которую попадает начинающий тимлид.

Типовая ситуация: дизайнер приносит макет, вокруг собираются разработчики, менеджеры, подруга жены босса — и каждый начинает накидывать. Дизайнер погружает новых людей в задачу и доказывает, что сценарий решается интерфейсом. Бонусом идут редкие сценарии, которые «нужно обязательно учесть».

После этого интерфейс превращается в компромисс, пытающийся учесть всё и сразу.

Оговорюсь — я не против фидбека от команды, но он должен быть в формате рекомендаций, а финальное решение остаётся за дизайнером.

У нас тоже были часовые общие синки: куча м…

4 months, 3 weeks назад @ blogdm.ru
⛵ Вастрик Флот 2025 ⛵
⛵ Вастрик Флот 2025 ⛵ ⛵ Вастрик Флот 2025 ⛵

Искатели кайфов, дрейф на рейв, парусить вокруг торнадо, высадка на необитаемый остров

4 months, 3 weeks назад @ vas3k.club
Three releases, one new organization
Three releases, one new organization

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

4 months, 4 weeks назад @ nedbatchelder.com
Three releases, one new organization
Three releases, one new organization

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

4 months, 4 weeks назад @ nedbatchelder.com
The Benefits of Bubbles
The Benefits of Bubbles

We are in an AI Bubble: the big question is if this bubble will worth it for the physical infrastructure and coordinated innovation that result?

5 months назад @ stratechery.com
Side project advice
Side project advice

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

5 months, 1 week назад @ nedbatchelder.com
Side project advice
Side project advice

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

5 months, 1 week назад @ nedbatchelder.com
Resiliency and Scale
Resiliency and Scale

Decreasing transportation and communications costs increases resiliency in theory, but destroys it in practice. The only way to have resiliency is through less efficiency.

5 months, 2 weeks назад @ stratechery.com
Инди-разработка
Show HN Show HN
последний пост 1 час назад
Show HN: Google Antigravity and Firebase MCP: In 12 Minutes [video]
Show HN: Google Antigravity and Firebase MCP: In 12 Minutes [video] Show HN: Google Antigravity and Firebase MCP: In 12 Minutes [video]

irebase integration is where most learning platform ideas die — not because Firebase is hard, but because the setup ceremony is expensive. Auth wiring, Firestore structure, enrollment state, loading and error handling, that's a week before you write a single product feature. Comments URL: https://news.ycombinator.com/item?id=47692256

Points: 1

# Comments: 0

1 час назад @ youtube.com
Show HN: A sequencer driven by chess games
Show HN: A sequencer driven by chess games Show HN: A sequencer driven by chess games

AboutEn Passant turns a chess game into music.

The sequencer sweeps across the files a–h; each occupied square becomes a note in an E-minor pentatonic scale, mid-register for White and low-register for Black.

Click a portrait to hear a famous game, or load your own via the ♪ menu.

By Adam Fletcher · GitHub · Music Hack Day Boston, 2013

1 час назад @ adamf.github.io
Show HN: Opening lines of famous literary works
Show HN: Opening lines of famous literary works

Article URL: https://www.verbaprima.com/

Comments URL: https://news.ycombinator.com/item?id=47692231

Points: 1

# Comments: 0

1 час назад @ verbaprima.com
Show HN: I got tired of juggling 4 tools for data work – built one instead
Show HN: I got tired of juggling 4 tools for data work – built one instead

Every data workflow I touched had the same shape:- explore schema in one tool

- write and test queries in another

- run the migration separately

- set up CDC sync somewhere elseEach tool does its job fine. But the switching, glue scripts, and "wait, which connection config was this?" start to add up.So I built DBConvert Streams 2.0, a self-hosted tool that keeps the whole workflow in one place:explore -> verify -> migrate -> keep in syncWhat it does:- connect to PostgreSQL, MySQL, CSV/JSON/Parquet, S3-compatible storage

- browse schemas and data

- run SQL queries (including across different sources)

- run one-time migrations or continuous CDC syncThe cross-source SQL part was the main thing…

1 час назад @ streams.dbconvert.com
Show HN: Best of WebRTC Projects
Show HN: Best of WebRTC Projects Show HN: Best of WebRTC Projects

Best of WebRTCWelcome to the Best of WebRTC repository!

Explore a curated collection of top-tier WebRTC projects, frameworks, tools, including cutting-edge libraries, robust media servers, and powerful Progressive Web Apps (PWAs), all designed to revolutionize real-time communication.

Boost your mastery of WebRTC and empower your projects with the most innovative solutions.

Dive in, star your favorites, and join the community shaping the future of instant interaction!

🚀Contents

1 час назад @ github.com
Show HN: LLMtary – Local LLM Red-Teaming Tool
Show HN: LLMtary – Local LLM Red-Teaming Tool Show HN: LLMtary – Local LLM Red-Teaming Tool

SCOPE / RECON TAB Create a project, add targets (hostname, FQDN, or IP), and configure scope.

Run autonomous recon to collect scan data, or paste your own JSON directly.

VULN / HUNT TAB Click Analyze to fire the 2-phase analysis pipeline.

PROOF / EXPLOIT TAB Select the findings you want to actively test and click Execute Selected.

The autonomous exploit loop runs each finding through real command execution on your machine.

1 час назад @ llmtary.com
Show HN: SpoonBaboon – From "I want to make X" to a guided cooking session
Show HN: SpoonBaboon – From "I want to make X" to a guided cooking session Show HN: SpoonBaboon – From "I want to make X" to a guided cooking session

A PActive vs.

Passive TimeKnow exactly when you need to be at the stove and when you can step away.

No more guessing.

1 час назад @ spoonbaboon.com
Show HN: India Trade CLI
Show HN: India Trade CLI Show HN: India Trade CLI

India Trade CLIOpen-source terminal + macOS app for trading Indian stocks and derivatives (NSE / BSE / NFO).

Step 4: Connect a broker (optional)For live market data and trading, connect a broker.

No live order execution.

Use one for data, another for execution:Data broker: Fyers (free, best options data) Execution broker: Zerodha (your existing demat account)Both stay authenticated.

portfolio-aware personalisation (#118, #119, #121)Planned: app order placement UI (#130) .

1 час назад @ github.com
Show HN: A benchmark for SAST exploit chain and evasion detection
Show HN: A benchmark for SAST exploit chain and evasion detection Show HN: A benchmark for SAST exploit chain and evasion detection

Go v0.5.1 -- 1,350 test cases, 25 CWEsCategory CWE Vuln Safe Total authnfailure 287 25 25 50 authzfailure 862 25 25 50 cmdi 78 30 30 60 codeinj 94 25 25 50 csrf 352 25 25 50 deserial 502 25 25 50 fileupload 434 25 25 50 hardcodedcreds 798 25 25 50 infodisclosure 200 25 25 50 inputval 20 25 25 50 ldapi 90 25 25 50 loginjection 117 25 25 50 nosql 943 25 25 50 pathtraver 22 30 30 60 race_condition 362 25 25 50 redirect 601 25 25 50 securecookie 614 25 25 50 sqli 89 65 65 130 ssrf 918 25 25 50 tlsverify 295 25 25 50 trustbound 501 25 25 50 weakcipher 327 25 25 50 weakhash 328 25 25 50 weakrand 330 25 25 50 xss 79 25 25 501,350 standalone benchmark_test_NNNNN.go test files.

Rust v0.5.2 -- 1,250 …

1 час назад @ github.com
Show HN: HN-fdw – All of Hacker News, queryable from Postgres, with zero copies
Show HN: HN-fdw – All of Hacker News, queryable from Postgres, with zero copies Show HN: HN-fdw – All of Hacker News, queryable from Postgres, with zero copies

open-index/hacker-news publishes the entire Hacker News firehose as Parquet files.

hn.live_items reads the 5-minute live blocks under today/ , which the upstream dataset publishes as new Parquet files every few minutes.

CREATE TEMP TABLE watchlist (author text PRIMARY KEY ); INSERT INTO watchlist VALUES ( ' pg ' ), ( ' tptacek ' ), ( ' patio11 ' ), ( ' jgrahamc ' ); SELECT s. " by " , s . score , s . title , s . time :: date AS date FROM hn .

discover List the parquet files currently published in the Hugging Face dataset.

The Parquet files are sorted by and named by month, so DuckDB's file pruner skips whole files before opening them.

2 часа назад @ github.com
Show HN: Staccato – Generate multi-track MIDI from text prompts [video]
Show HN: Staccato – Generate multi-track MIDI from text prompts [video] Show HN: Staccato – Generate multi-track MIDI from text prompts [video]

Hi everyone, I'm Jeff, co-founder of Staccato.website: https://staccato.ai/The AI music race has hit maturity for casual users, but for experienced music producers it’s just

starting.I’ve spoken with many producers, and their most apparent functional issues with AI tools are 1)

the lack of creative control and 2) something that does all the work for them and doesn't work "with them".AI song generators are impressive, but you’re stuck with a non-editable audio file. Or you end

up hitting generate over and over until it’s “close enough” to your vision.Back in the 80s, a protocol called MIDI provided a simple solution to editability. MIDI is a digital

representation of musical notes. With it, …

2 часа назад @ youtube.com
Show HN: Interactive first-principles climate physics simulation with explainer
Show HN: Interactive first-principles climate physics simulation with explainer Show HN: Interactive first-principles climate physics simulation with explainer

A 3D visualizer of earth's climate in the browser. Introduces physics step by step so you can watch each process unfold as a piece of the overall climate.I built this over 6 months, almost entirely with AI, mostly Opus 4.6 in Claude Code. SF weather made no sense to me (Barely any seasons? September is the warmest month?) and I wanted to understand it better myself. This is a polished version of the app I'd want for myself, adding physics layer by layer to isolate the impact of each piece, and using an LLM to analyze and explain the data.The models know more about math, physics, and software than I do — but especially on the physics side, they have terrible intuition. Claude can "get the er…

2 часа назад @ earth.crackalamoo.com
Show HN: Per-tool checkpoints for Claude Code
Show HN: Per-tool checkpoints for Claude Code Show HN: Per-tool checkpoints for Claude Code

daedalus is currently Claude-first and only supports Claude Code for ddl run .

If Claude context is unavailable, or the checkpoint is not rewindable, ddl rewind fails clearly and ddl restore remains available.

Other runtimes are unsupported for ddl run .. ddl rewind only works for Claude-backed checkpoints with captured rewind state.

The current Claude snapshot is best-effort and does not cover all of ~/.claude , subagent state, task state, telemetry, or vendor UI state.

ddl restore replaces the current workspace snapshot and removes files created after the checkpoint while leaving .git and target untouched.

2 часа назад @ github.com
Show HN: Use ChatGPT Apps in OpenClaw
Show HN: Use ChatGPT Apps in OpenClaw Show HN: Use ChatGPT Apps in OpenClaw

OpenAI AppsUse ChatGPT apps inside OpenClaw.

Enable the bundle in your OpenClaw config:set allow_destructive_actions to always in order to support write actions (eg.

{ "plugins" : { "entries" : { ... "openai-apps" : { "enabled" : true , "config" : { "allow_destructive_actions" : " never " , "connectors" : { "*" : { "enabled" : true } } } } } } }Restart the OpenClaw gateway so plugin config changes are loaded.

connectors["*"] : Enables all accessible ChatGPT apps, with explicit connector entries able to disable individual apps.

Example with one explicitly enabled connector:{ "plugins" : { "entries" : { "openai" : { "enabled" : true }, "openai-apps" : { "enabled" : true , "config" : { "allow_…

2 часа назад @ github.com
Show HN: Load huge CSVs/XLSX files without crashing your computer
Show HN: Load huge CSVs/XLSX files without crashing your computer Show HN: Load huge CSVs/XLSX files without crashing your computer

Everything you need to analyze, transform, and visualize your data at any scale.

Blazing Fast Engine WebAssembly-powered formula engine.

Massive File Support Stream CSV and XLSX files with millions of rows.

Full Formula Engine 369+ functions: VLOOKUP, SUMIFS, INDEX/MATCH, pivot tables, and everything you need.

Or use it right in your browser — no install needed.

2 часа назад @ viztab.com
Starter Story Starter Story
последний пост None
Indiehackers
последний пост 1 day, 2 hours назад
Hitting a 5-figure MRR with an open-source portfolio
Hitting a 5-figure MRR with an open-source portfolio Hitting a 5-figure MRR with an open-source portfolio

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1 day, 2 hours назад @ rss.app
One thing I didn’t expect after people started using my product
One thing I didn’t expect after people started using my product One thing I didn’t expect after people started using my product

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1 day, 3 hours назад @ rss.app
Looking for Growth Partner – 50% Revenue Share (No Upfront Fees)
Looking for Growth Partner – 50% Revenue Share (No Upfront Fees) Looking for Growth Partner – 50% Revenue Share (No Upfront Fees)

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1 day, 4 hours назад @ rss.app
Hiring: Co-Founder — Growth & GTM for Aerostack
Hiring: Co-Founder — Growth & GTM for Aerostack Hiring: Co-Founder — Growth & GTM for Aerostack

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1 day, 4 hours назад @ rss.app
Transition from a price localization tool to a Merchant of record
Transition from a price localization tool to a Merchant of record Transition from a price localization tool to a Merchant of record

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1 day, 7 hours назад @ rss.app
Looking for a Growth Engineer
Looking for a Growth Engineer Looking for a Growth Engineer

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2 days, 1 hour назад @ rss.app
I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't)
I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't) I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't)

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2 days, 3 hours назад @ rss.app
Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers)
Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers) Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers)

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2 days, 4 hours назад @ rss.app
Cold outreach wasn’t failing. I was just aiming at the wrong people.
Cold outreach wasn’t failing. I was just aiming at the wrong people. Cold outreach wasn’t failing. I was just aiming at the wrong people.

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2 days, 10 hours назад @ rss.app
Looking to Partner Up - Founders to Enterprise Coaching Platform
Looking to Partner Up - Founders to Enterprise Coaching Platform Looking to Partner Up - Founders to Enterprise Coaching Platform

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2 days, 12 hours назад @ rss.app
IndieDeck Pro is $19/year for the next 24 hours 🥳
IndieDeck Pro is $19/year for the next 24 hours 🥳 IndieDeck Pro is $19/year for the next 24 hours 🥳

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3 days назад @ rss.app
Seeking a marketing partner to grow a live Automotive niche
Seeking a marketing partner to grow a live Automotive niche Seeking a marketing partner to grow a live Automotive niche

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3 days, 20 hours назад @ rss.app
85% of visitors leave our pricing page without buying. sharing our raw funnel data
85% of visitors leave our pricing page without buying. sharing our raw funnel data 85% of visitors leave our pricing page without buying. sharing our raw funnel data

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4 days, 1 hour назад @ rss.app
We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned)
We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned) We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned)

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4 days, 5 hours назад @ rss.app
I stopped chasing 5 channels. Picked one. Got my first 15 users
I stopped chasing 5 channels. Picked one. Got my first 15 users I stopped chasing 5 channels. Picked one. Got my first 15 users

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4 days, 6 hours назад @ rss.app
Reddit: /r/SideProject Reddit: /r/SideProject
последний пост 1 час назад
6 users in the first 2 weeks from launch. this is crazy and people are already seeing the value
6 users in the first 2 weeks from launch. this is crazy and people are already seeing the value

the idea came from something simple. every day there are conversations on linkedin, facebook, reddit, twitter and more where people are already expressing intent, you just never get to see most of them. we used to spend hours opening tabs, scrolling, trying to find the right people. it worked, but it was slow and draining. so we built verbatune . it finds the best conversations without manual search, and gives you the contact info from every comment/ post in every platform if you want to automate outreach. it handles the repetitive work, while you keep the human touch when you actually reach out. in the first 2 weeks we got 6 users, and what stood out is people from different domains starte…

1 час назад @ reddit.com
Finally finished my "coffee-themed" open source snippet manager!
Finally finished my "coffee-themed" open source snippet manager! Finally finished my "coffee-themed" open source snippet manager!

hey everyone, spent the last few weeks building Kofee, which is basically a snippet manager that doesn't look like a 2005 spreadsheet. I realized I had dozens of gists that I could never find, so I made this to keep them organized with tags and a "warm" theme (I'm a sucker for coffee-shop aesthetics). It enables one click imports and publish with GitHub Gists. I also added a "Brew Mode" which is just a fullscreen editor for when you're actually trying to focus and the ability to share snippets. It’s all open source (AGPL) if you want to see the code or self-host it. I'm currently running this on a free-tier setup while I get it off the ground, so I'm really curious to see how the performanc…

1 час назад @ reddit.com
Roast my Start up
Roast my Start up

Built Frictionless over the last few weeks — it scans Shopify stores for psychological friction points killing conversion rates. Here’s how it works: ∙ Enter your store URL → free Frictionless Score (0–100) ∙ See your top 3 friction points (Trust Deficit, Payment Anxiety, Cognitive Load etc.) ∙ Unlock full PDF report with store-specific fixes and daily revenue at risk estimate — €39 My biggest concern: does the free scan create enough desire to unlock the full report? Or is the €39 ask too early? Brutally honest feedback welcome. Try it yourself: frictionlessai.net submitted by /u/Impossible-Web-9515 [link] [comments]

1 час назад @ reddit.com
Kept getting my accounts banned trying to get social data for my AI agents so I built my own API layer for it
Kept getting my accounts banned trying to get social data for my AI agents so I built my own API layer for it

Hey everyone! I've been building a bunch of agent automations that need to pull social data twitter, profiles, linkedin lookups, reddit posts, youtube search, that kind of thing Every time i tried to set things up with my own accounts it was a disaster. scraping twitter directly got my accounts banned pretty fast. linkedin is even worse, flags you almost immediately. the official APIs for all these platforms are either heavily restricted, super expensive(im looking at you elon), non-existant, or just don't have access to the data that i needed. So i ended up spending a couple weeks building my own data access infra for some of the major social platforms - X, linkedin, instagram, reddit, you…

2 часа назад @ reddit.com
Problem posting here
Problem posting here

I tried to make a promo post for my new project but it got instantly deleted by the reddit filters. Has anyone the same problem or can help me solve the problem? I don't really know what the problem could be and the mods aren't answering me. submitted by /u/K0helet [link] [comments]

2 часа назад @ reddit.com
Give me feedback on my party card game, I'll send you a free iOS Pro Redeem code.
Give me feedback on my party card game, I'll send you a free iOS Pro Redeem code.

Solo dev. I built PartyDeck — a party card game. 7 decks, 606 questions, 16 languages. The deal: try it, DM me one honest thing you noticed (what you liked, what I should fix), and I'll send you a free iOS Pro code that unlocks everything. [iOS] Install from App Store: https://apps.apple.com/app/id6758567392 Play for a bit DM me your honest feedback on Reddit I send you a free Pro redeem code [Android — closed beta] Join the tester group (one click, no approval needed): https://groups.google.com/g/partydeck-testers Opt in as a tester: https://play.google.com/apps/testing/com.munkyoseo.partydeck Search "PartyDeck" on the Play Store (look for "Early access" badge) Android beta is already unlo…

2 часа назад @ reddit.com
Anyone interested in security and surveillance?
Anyone interested in security and surveillance?

I have been thinking about this idea of building something in the security and surveillance space. If we end up building something cool, each of us will have complete access to it and then if you want, you can upload it to your GitHub. If it turns out to be a useful product that can be sold for a small fortune, I'd also be open to that, provided you are as well. You can DM me if you like the idea. If you have any technical expertise, that'd be perfect. If not, we can still work something out. submitted by /u/WoodpeckerWoodChuck [link] [comments]

2 часа назад @ reddit.com
I built a tool that shows how your code actually executes (visual call graph + summaries)
I built a tool that shows how your code actually executes (visual call graph + summaries) I built a tool that shows how your code actually executes (visual call graph + summaries)

I kept running into the same problem whenever I opened a new or old codebase: I’d start from one function → jump to another → then another… and 10 minutes later I’ve lost all sense of what the system is actually doing. So I built a small tool for myself to fix this. You give it a Python project + a function, and it: builds a visual call graph (what calls what) shows the execution flow adds short summaries for each function The idea was simple: instead of reading code line by line, just see how it runs It’s been surprisingly useful for: understanding unfamiliar repos debugging flows getting a quick mental model of a system Still pretty early, but I wanted to share and get thoughts from other…

2 часа назад @ reddit.com
App Store Vs Play Store: Same App, different ASO Strategies.
App Store Vs Play Store: Same App, different ASO Strategies.

Recently I shipped my first cross-platform app released on both App store & playstore. same description for both stores. copied it straight across. And my play store rankings were terrible while ios was doing fine. Here's a breakdown on playstore vs App store ASO. what apple indexes for search: app name (30 chars) subtitle (30 chars) keyword field (100 chars) developer name, in-app purchase names screenshot captions (indexed as of 2025) that's the complete list. your description, preview text none of it affects search ranking. what google play indexes: title (30 chars) short description (80 chars) full description (4,000 chars) developer name the full description is actively crawled and wei…

2 часа назад @ reddit.com
Built an app after a miserable drive from Chicago to Atlanta. Curious if others have the same problem
Built an app after a miserable drive from Chicago to Atlanta. Curious if others have the same problem Built an app after a miserable drive from Chicago to Atlanta. Curious if others have the same problem

A few years ago I was driving I-65 from Chicago to Atlanta. Somewhere near Elizabethtown, Kentucky I needed gas, food, and a bathroom. I stopped at a random exit, got mediocre gas station food, used a questionable bathroom, and drove on. Twenty miles later I passed what would have been the perfect exit. A freakin' Buc-ee's with everything I needed. But I'd already stopped. That kept happening the whole drive since I was driving alone and had no one to help find somewhere semi-decent to stop. I'd stop somewhere pretty mediocre because I didn't know what was coming. There was no way to know which exit was actually worth stopping at versus which ones I should drive past. Since then, I have spe…

2 часа назад @ reddit.com
I built a private open source chat app where you can use open source LLMs
I built a private open source chat app where you can use open source LLMs

It's an open source iphone app that uses open source models to chat/assist you. It's private, everything is stored on your phone so no big company is harvesting your data. I recommend using it with Ollama api, but you can also configure any openai compatible api endpoint. I've build tooling into it (web search and datetime so far), image and document upload, solid markdown and some stuff to make it easier to get to know the different models that are out there. There are still a lot of things to improve, I just got it on the app store happy to get feedback. App link: https://apps.apple.com/de/app/poly-chat/id6761107189?l=en-GB submitted by /u/Left-Cauliflower-235 [link] [comments]

3 часа назад @ reddit.com
I got so angry at forgetting to click "Start" on Toggl that I built a zero-click AI time tracker. Please roast my MVP. ⏱️🔥
I got so angry at forgetting to click "Start" on Toggl that I built a zero-click AI time tracker. Please roast my MVP. ⏱️🔥

For the last 3 years, I've been a slave to manual time trackers. I'd sit down, do 3 hours of deep work, and then realize I forgot to hit "Start". Or worse, I'd leave it running overnight. It caused me so much "Timer Anxiety" that managing the tracker took more mental effort than doing the actual work. So, I spent the last few months building Intravision.io. The concept is simple: Zero-click tracking. It runs entirely in the background and uses contextual AI to understand what you're actually doing (so you don't get penalized for watching a 40-minute coding tutorial on YouTube). But I hated the idea of building corporate spyware (looking at you, Hubstaff). So I gamified it. You earn XP, keep…

3 часа назад @ reddit.com
I Built an AI Agent That Applied to 400+ Jobs for Me… Got 7+ Replies And It Actually Worked
I Built an AI Agent That Applied to 400+ Jobs for Me… Got 7+ Replies And It Actually Worked

For fun 😅 I decided to test how far AI automation can really go. So I built my own AI agent… and made it apply to 400+ jobs automatically. Here’s what it did: I uploaded my resume It scanned 500+ fresh job postings (last 3 days) Scored each job based on how well I matched Picked the best ones to focus on Then it got crazy… It generated 400+ custom resumes (one per job) Each one tailored specifically to the role Clean, well-designed PDFs Next level: It found actual hiring manager emails Used enrichment tools to get real contacts And then… It wrote personalized emails in my tone Sent all applications via Gmail Attached resume + portfolio to each No copy-paste. No templates. Every email felt h…

3 часа назад @ reddit.com
After building something no one wanted, I don’t trust my own ideas anymore
After building something no one wanted, I don’t trust my own ideas anymore

One thing I keep running into after my last post:I can build things…but I don’t know what’s actually worth building. Every idea feels good in my head. My last project felt like a great idea too…until no one used it. That’s what’s confusing now. I don’t trust my own ideas anymore. So how do you figure out what’s worth building before spending months on it? Do you rely more on: talking to users, data, or just intuition? submitted by /u/Then-9999 [link] [comments]

3 часа назад @ reddit.com
We built a Polymarket tool for ourselves and accidentally got 600 users
We built a Polymarket tool for ourselves and accidentally got 600 users

About eight months ago my co-founder and I were actively trading on Polymarket and getting increasingly frustrated with the experience. The web platform is fine if you're at a desk, but on mobile it's nearly unusable for anything beyond checking prices. There were no alerts, no way to track what specific traders were doing, no auto-redemption when your positions resolved. You had to manually check and claim everything. We were losing money not always because of bad calls but because we'd miss a position entry or forget to redeem a won market for days. We started building Polycool just to fix our own problems. The first version had three things: a smart feed that surfaced moves from top-perf…

3 часа назад @ reddit.com
Product Hunt Product Hunt
последний пост 12 часов назад
LookAway 2
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The Mac app your body thanks you for Discussion | Link

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git-fire
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One command to back up every Git repo you have; and more! Discussion | Link

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Marble 1.1
Marble 1.1

Better lighting and larger scales for 3D world generation Discussion | Link

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Keeby
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Mechanical keyboard sounds for your Mac Discussion | Link

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Mo
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Checks PRs against decisions your team approved in Slack Discussion | Link

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Gauntlet
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Bet your friends on Strava challenges and losers pay in USDC Discussion | Link

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Clawcast
Clawcast

Peer-to-Peer Podcasting for Agents Discussion | Link

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Hire Roger
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Hire an AI outbound sales rep as your next coworker Discussion | Link

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Google Chrome Vertical Tabs
Google Chrome Vertical Tabs

Chrome now supports vertical tabs and immersive reading mode Discussion | Link

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AriaType v0.1
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Open-source AI voice input Discussion | Link

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Timeliner.io
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The all-in-one workspace for content agencies & editors Discussion | Link

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Zoho Projects Infinity.ai
Zoho Projects Infinity.ai

Your projects. Your way. Discussion | Link

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FeatDrop
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Public changelog for builders to share product updates Discussion | Link

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VibeSonic
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Not just dictation and private AI voice toolkit Discussion | Link

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RoomieU
RoomieU

The roommate matching app built for college students Discussion | Link

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Путешествия
Vandrouki Vandrouki
последний пост 5 months, 1 week назад
Прямые рейсы между Оманом и Кенией
Прямые рейсы между Оманом и Кенией

У авиакомпании SalamAir промо-тариф: улететь из Маската в Найроби (или наоборот) можно от 6200 рублей (30 OMR). Для въезда в Кению нужно заранее оформить электронное разрешение (сбор около 30-35 USD с человека). Купить билеты можно на сайте авиакомпании или через trip.com / aviasales.ru (тут немного дороже, но зато принимают российские карты). Маскат — Найроби в декабре за 6200 рублей: Российской картой: […]

5 months, 1 week назад @ vandrouki.ru
Volotea: полеты по Европе и в Марокко
Volotea: полеты по Европе и в Марокко

Авиакомпания Volotea выкатила билеты за 19 евро. Но можно легко оформить пробную подписку SUPERVOLOTEA на 15 дней и купить их за 9 евро. Обычно подписка на год стоит 60 евро. Лоукостер утверждает, что Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд. Главное, не забудьте […]

5 months, 1 week назад @ vandrouki.ru
Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга
Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

5 months, 1 week назад @ vandrouki.ru
Белавиа: прямые рейсы из Москвы в Могилев
Белавиа: прямые рейсы из Москвы в Могилев Белавиа: прямые рейсы из Москвы в Могилев

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 1 week назад @ vandrouki.ru
10 ночей во Вьетнаме с вылетом из Благовещенска
10 ночей во Вьетнаме с вылетом из Благовещенска 10 ночей во Вьетнаме с вылетом из Благовещенска

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

5 months, 1 week назад @ vandrouki.ru
Таиланд + ОАЭ из Москвы с захватом Нового года
Таиланд + ОАЭ из Москвы с захватом Нового года Таиланд + ОАЭ из Москвы с захватом Нового года

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

5 months, 1 week назад @ vandrouki.ru
Прямые рейсы из Екатеринбурга в Армению
Прямые рейсы из Екатеринбурга в Армению Прямые рейсы из Екатеринбурга в Армению

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 1 week назад @ vandrouki.ru
Готовые путешествия из Казани на остров Бали
Готовые путешествия из Казани на остров Бали Готовые путешествия из Казани на остров Бали

Сегодня мы решили слепить готовое путешествие из Казани в Индонезию — вышло от 47200 рублей с человека при поездке вдвоем.

Авиакомпания Etihad Airways предлагает билеты из Казани на Бали за 44000 рублей туда-обратно.

Даты полетов: например, 11-24 декабря (проживание с 12 по 24 декабря).

Все варианты на двоих на 12 ночей (рейтинг — выше 7/10)Не забываем настроить сортировку:— самая низкая цена (с учётом налога)— итого (в т.ч.

Первый отель — 3200 рублей на человека / 6400 рублей на двоих:Второй отель — 4700 рублей на человека / 9400 рублей на двоих:Третий отель — 5300 рублей на человека / 10600 рублей на двоих:Другие даты перелетов:4-17 декабря7-22 декабря

5 months, 1 week назад @ vandrouki.ru
Прямой рейс из Египта в Самару
Прямой рейс из Египта в Самару Прямой рейс из Египта в Самару

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 1 week назад @ vandrouki.ru
Прямой рейс Аэрофлота с Сейшельских островов в Москву
Прямой рейс Аэрофлота с Сейшельских островов в Москву Прямой рейс Аэрофлота с Сейшельских островов в Москву

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

5 months, 1 week назад @ vandrouki.ru
Из Казани в Новокузнецк за почти бесплатно
Из Казани в Новокузнецк за почти бесплатно Из Казани в Новокузнецк за почти бесплатно

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 2 weeks назад @ vandrouki.ru
Etihad Airways: полеты из Казани в Азию
Etihad Airways: полеты из Казани в Азию Etihad Airways: полеты из Казани в Азию

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 2 weeks назад @ vandrouki.ru
Таиланд или Таиланд + Хайнань в одной поездке из Москвы
Таиланд или Таиланд + Хайнань в одной поездке из Москвы Таиланд или Таиланд + Хайнань в одной поездке из Москвы

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 2 weeks назад @ vandrouki.ru
AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы
AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы

Азербайджанские Авиалинии снизили цены ноябрь-март: взять из Москвы, Питера и Екб в ОАЭ, Израиль, Таджикистан, Саудовскую Аравию, Индию и на Мальдивы можно со скидками.

Билеты берем через сервис aviasales.ru (тут дешевле всего).

Москва — Душанбе — Москва:Москва — Даммам — Москва:Москва — Дубай — Москва:Москва — Тель-Авив — Москва:Москва — Дели — Москва:Москва — Мумбаи — Москва:Москва — Мале — Москва в ноябре:Москва — Мале — Москва в январе:Москва — Мале — Москва в феврале:Москва — Мале — Москва в марте:Питер — Душанбе — Питер:Питер — Даммам — Питер:Питер — Дубай — Питер:Питер — Тель-Авив — Питер:Питер — Дели — Питер:Питер — Мумбаи — Питер:Питер — Мале — Питер в ноябре-декабре:Питер — Мале —…

5 months, 2 weeks назад @ vandrouki.ru
Подборка недорогих билетов по всему миру
Подборка недорогих билетов по всему миру Подборка недорогих билетов по всему миру

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

5 months, 2 weeks назад @ vandrouki.ru
Atlas Obscura: Stories Atlas Obscura: Stories
последний пост 1 час назад
The Transportation Camp in Saint-Laurent-du-Maroni, French Guiana
The Transportation Camp in Saint-Laurent-du-Maroni, French Guiana The Transportation Camp in Saint-Laurent-du-Maroni, French Guiana

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1 час назад @ atlasobscura.com
Memorial to the Children of Bullenhuser Damm in Hamburg, Germany
Memorial to the Children of Bullenhuser Damm in Hamburg, Germany Memorial to the Children of Bullenhuser Damm in Hamburg, Germany

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3 часа назад @ atlasobscura.com
Verloren Toren in Nijmegen, Netherlands
Verloren Toren in Nijmegen, Netherlands Verloren Toren in Nijmegen, Netherlands

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21 час назад @ atlasobscura.com
Make Art Not War Mural in Berlin, Germany
Make Art Not War Mural in Berlin, Germany Make Art Not War Mural in Berlin, Germany

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23 часа назад @ atlasobscura.com
Alexander the Great Theatre in Mansfield, Connecticut
Alexander the Great Theatre in Mansfield, Connecticut Alexander the Great Theatre in Mansfield, Connecticut

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Three Pieces of the Berlin Wall in Madrid, Spain
Three Pieces of the Berlin Wall in Madrid, Spain Three Pieces of the Berlin Wall in Madrid, Spain

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1 day, 3 hours назад @ atlasobscura.com
Tulip Trestle in Richland Township, Indiana
Tulip Trestle in Richland Township, Indiana Tulip Trestle in Richland Township, Indiana

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1 day, 21 hours назад @ atlasobscura.com
Samy's Curry Restaurant in Singapore, Singapore
Samy's Curry Restaurant in Singapore, Singapore Samy's Curry Restaurant in Singapore, Singapore

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2 days, 1 hour назад @ atlasobscura.com
Janine Iron and Washing Museum in Mossel Bay, South Africa
Janine Iron and Washing Museum in Mossel Bay, South Africa Janine Iron and Washing Museum in Mossel Bay, South Africa

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2 days, 3 hours назад @ atlasobscura.com
The Breathing Hole of the Earth, Found in South Dakota
The Breathing Hole of the Earth, Found in South Dakota The Breathing Hole of the Earth, Found in South Dakota

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2 days, 5 hours назад @ atlasobscura.com
Hangry Planet in San Bruno, California
Hangry Planet in San Bruno, California Hangry Planet in San Bruno, California

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4 days, 21 hours назад @ atlasobscura.com
National Lighthouse Museum in Staten Island, New York
National Lighthouse Museum in Staten Island, New York National Lighthouse Museum in Staten Island, New York

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4 days, 23 hours назад @ atlasobscura.com
Mäusebunker in Berlin, Germany
Mäusebunker in Berlin, Germany Mäusebunker in Berlin, Germany

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5 days, 1 hour назад @ atlasobscura.com
The Devil on Linnégatan in Gothenburg, Sweden
The Devil on Linnégatan in Gothenburg, Sweden The Devil on Linnégatan in Gothenburg, Sweden

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5 days, 3 hours назад @ atlasobscura.com
Sham Shui Po Public Dispensary in Hong Kong
Sham Shui Po Public Dispensary in Hong Kong Sham Shui Po Public Dispensary in Hong Kong

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5 days, 21 hours назад @ atlasobscura.com
T—Ж T—Ж
последний пост None
Европейское айти
EU-startups EU-startups
последний пост 3 часа назад
British FinTech firm MillTech raises €51 million investment at €277 million valuation
British FinTech firm MillTech raises €51 million investment at €277 million valuation British FinTech firm MillTech raises €51 million investment at €277 million valuation

MillTech, a London-based risk management platform that provides next-gen FX hedging and cash investments for fund managers and corporates, today announced a €51 million ($60 million) minority investment.

The funding was sourced from the Apax Digital Funds, the growth equity arm of Apax Partners LLP, valuing MillTech at €277 million ($325 million).

Mark Beith, Partner at Apax Digital, commented: “FX hedging is too often an invisible drag on performance.

However, MillTech believes organisations continue to manage FX risk manually through fragmented processes and systems with limited transparency.

Today’s investment will support MillTech’s next phase of growth, accelerating its expansion acros…

3 часа назад @ eu-startups.com
Estonia’s Handhold raises €3 million to give every software buyer an AI account manager
Estonia’s Handhold raises €3 million to give every software buyer an AI account manager Estonia’s Handhold raises €3 million to give every software buyer an AI account manager

Handhold employs personal AI account managers that qualify leads, conduct demos, and activate users around the clock, enabling vendors to provide high-touch buyer experiences with the cost efficiency of self-serve models.

The company states that software buyers are now more informed and ready than ever, expecting quick access and tailored support.

According to Handhold, when selling software, companies choose between product-led and sales-led motions.

You can give a ten-person startup a personal account manager that works around the clock, in any language, without actually growing headcount,” said Georg Vooglaid, co-founder and CEO, Handhold.

The platform is working with more than 15 custom…

5 часов назад @ eu-startups.com
Accenture acquires Spain’s Keepler to deepen AI and data capabilities in Spain and EMEA
Accenture acquires Spain’s Keepler to deepen AI and data capabilities in Spain and EMEA Accenture acquires Spain’s Keepler to deepen AI and data capabilities in Spain and EMEA

Accenture has acquired Keepler Data Tech, a Spanish cloud-native AI and data startup, in order to further strengthen and expand Accenture’s ability to scale AI for clients in Spain and beyond.

Keepler is the latest in a series of strategic acquisitions aimed at expanding Accenture’s AI capabilities, including Faculty; the Palantir consultancy Decho; Palantir certified partner RANGR Data; Salesforce AI consultancy NeuraFlash; and AI company Halfspace.

“From day one, our mission at Keepler has been to help organizations turn data and AI into real, scalable outcomes,” says Juan María Aramburu, CEO of Keepler.

“By bringing Keepler into Accenture, we further strengthen our end-to-end AI and data…

6 часов назад @ eu-startups.com
Inside the exhibition hall of the EU-Startups Summit 2026
Inside the exhibition hall of the EU-Startups Summit 2026 Inside the exhibition hall of the EU-Startups Summit 2026

Startex: AI platform for M&A, focused on deal setup, matching and management.

HealthTechElephant Brain Lab: neuroscience and AI platform using multimodal physiological data for neurofeedback and human performance enhancement.

INDIS : They support businesses through property allocation, site management, upkeep, maintenance, and tenant services.

Its broader role is to support digital commerce by enabling secure and efficient money movement between buyers and sellers in different markets.

Da’Vinci AI: This AI company develops enterprise automation tools for small and medium-sized businesses, with a focus on customer interactions, workflow automation, and structured knowledge management.

7 часов назад @ eu-startups.com
London-based photo-organising startup Picnic acquired by French app publisher MWM
London-based photo-organising startup Picnic acquired by French app publisher MWM London-based photo-organising startup Picnic acquired by French app publisher MWM

Picnic, a London-based startup building an OS for photos to make it easy for people to organise their photo libraries, has been acquired by Paris-based mobile app publisher MWM.

Over the last 18 months, it has gained over 1.5 million users, reached €3.4 million ($4 million) in annual recurring revenue (growing 4x in 2025), and become profitable.

Regarding privacy, Picnic states that users’ photos remain on their devices, ensuring complete privacy and security.

In 2026, MWM launched MWM AI, a platform to transform simple prompts into truly native iOS apps with integrated App Store distribution, monetisation, and growth.

Alongside MWM AI, MWM has developed a portfolio of consumer apps spannin…

8 часов назад @ eu-startups.com
WeRoad COO Andrea Lamperini will speak at the EU-Startups Summit 2026 on May 7-8 in Malta
WeRoad COO Andrea Lamperini will speak at the EU-Startups Summit 2026 on May 7-8 in Malta WeRoad COO Andrea Lamperini will speak at the EU-Startups Summit 2026 on May 7-8 in Malta

We are excited to announce that Andrea Lamperini, COO at WeRoad, joins the speaker lineup of the EU-Startups Summit 2026 to share insights on scaling a community-led business across culturally diverse markets.

Founded in 2017, WeRoad is a travel platform that connects millennials and Gen Z through group adventures designed to foster real-life connections.

The company combines curated travel experiences with a strong community-driven model, turning strangers into travel companions and building a global network of like-minded travellers.

Originally launched in Italy, WeRoad has expanded internationally with operations in Spain, the UK, France, and Germany, alongside the growth of its global p…

8 часов назад @ eu-startups.com
Dutch startup AirHub secures €4.4 to build mission-critical drone software for Europe’s security and defence operations
Dutch startup AirHub secures €4.4 to build mission-critical drone software for Europe’s security and defence operations Dutch startup AirHub secures €4.4 to build mission-critical drone software for Europe’s security and defence operations

AirHub, a Groningen-based drone operations software company, has secured €4.4 million in Series A funding to boost its growth as a leading European provider of software for executing drone missions in security, defence, public safety, and critical infrastructure.

Thomas Brinkman, Co-CEO and co-founder of AirHub, said, “This funding helps us accelerate AirHub’s growth as a European software company serving​ organisations that operate in high-stakes environments.

As a European company, AirHub claims that it is building that capability, helping strengthen Europe’s independence, resilience and data sovereignty in mission-critical drone operations.

AirHub develops software that helps organisatio…

10 часов назад @ eu-startups.com
Bristol’s Narwhal Labs secures €22.9 million and launches DeepBlue OS, its autonomous communications platform
Bristol’s Narwhal Labs secures €22.9 million and launches DeepBlue OS, its autonomous communications platform Bristol’s Narwhal Labs secures €22.9 million and launches DeepBlue OS, its autonomous communications platform

The company has also announced the launch of DeepBlue OS, an autonomous communications platform designed to replace fragmented, human-led response models with always-on agentic AI.

“We built DeepBlue OS as a utility – you switch it on, you pay for what you use, and it works.

The fact it can be deployed quickly, without the usual complexity, makes it highly compelling.”According to Narwhal Labs, it has built DeepBlue OS to manage the full lifecycle of communications.

The company states that DeepBlue OS is designed for use in complex and regulated environments such as housing, financial services, insurance, government, and retail.

API integrations connect DeepBlue OS directly into existing CR…

11 часов назад @ eu-startups.com
With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding
With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding

London-based Trent AI, an agentic security company, today announced its €11 million ($13 million) Seed round as it emerges from stealth with a layered security solution built for the agentic era.

The UK stands out in particular, as three of the closest comparable rounds are also London-based, placing Trent AI in a notably active domestic cluster.

“We believe Trent AI is well placed to define this category.”Founded in 2025, Trent AI aims to redefine agentic AI with context-driven agentic security.

By orchestrating these agents across customer workflows, Trent AI transforms agentic security into a continuous part of agent development.

“Agentic systems are quickly becoming part of the software…

1 day, 2 hours назад @ eu-startups.com
PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight
PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight

PLD Space will also be present in the upcoming EU-Startups Summit, where they will join a panel of experts to discuss “Insights from European Space Innovators“.

“Securing this unique €30 million financing from the European Investment Bank marks a decisive milestone for PLD Space and for Europe’s space industry.

“With its innovative rocket technology and infrastructure, PLD Space is taking important steps in this direction.

The PLD Space financing agreement makes a strong contribution to the eight core priorities set out in the EIB Group 2024-2027 Strategic Roadmap.

“With this new financing, PLD Space has now secured €210 million so far in 2026, following the €180 million Series C closed in …

1 day, 3 hours назад @ eu-startups.com
David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026!
David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026! David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026!

We are excited to announce that David Trayford, educator, advisor, and creator of talkware, returns to the EU-Startups Summit 2026 on May 7-8 in sunny Malta!

He is the creator of “talkware”, a practical system used globally to support clearer communication and stronger business storytelling.

At the Summit, David will deliver a Growth Stage keynote titled “Innovation begins with Communication: The 7 ingredients you need to perfect your startup communication”.

Join us at the EU-Startups Summit 2026 for two days of learning, networking, and inspiration.

The IONOS Cloud Start-up Program provides young companies with up to €100,000 in cloud credits for up to five years after their founding.

1 day, 4 hours назад @ eu-startups.com
neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders
neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders

neuroClues warns that the number of people affected by Parkinson’s disease worldwide is expected to double to 13 million by 2040.

neuroClues has developed a portable, CE-marked class IIa medical device that quickly extracts neurological biomarkers from eye movements.

neuroClues assists clinicians in objectively evaluating neurological anomalies, replacing the subjective “follow my finger” test with quantified, reproducible data.

The company also reports growing inbound demand from clinicians who have seen the device at congresses or referenced by peers.

The company also states it was chosen by Bpifrance’s National Prevention Accelerator, supporting the commercialisation with dedicated assis…

1 day, 6 hours назад @ eu-startups.com
British GovTech scale-up Fivium secures BGF investment to scale public sector software offering
British GovTech scale-up Fivium secures BGF investment to scale public sector software offering British GovTech scale-up Fivium secures BGF investment to scale public sector software offering

London-based GovTech scale-up Fivium, a public sector software provider, has raised a “multi-million pound” minority investment from growth capital investor BGF to back its next phase of expansion.

Matt Fletcher, CEO and co-founder of Fivium, says: “This investment marks the next exciting chapter for Fivium.

Our software platform and digital solutions enable public bodies to deliver effective, transparent and well – governed services, and BGF’s backing allows us to accelerate that mission.

Its flagship software platform, eCase, is a flexible case management solution used across a wide range of applications, covering Data Protection, Freedom of Information and citizen engagement.

Their produ…

1 day, 6 hours назад @ eu-startups.com
Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund
Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund

Bondstone Ventures operates as a fund management company authorised and supervised by the Portuguese Securities Market Commission (CMVM), providing a fully regulated platform for venture capital investment.

“Bondstone Ventures represents a natural extension of our investment philosophy and values.

Its venture capital business supports Europe’s most promising DeepTech companies at the Seed and early-stage.

Both management firms operate as regulated investment management firms under CMVM oversight.

Alongside its investment efforts, Bondstone Ventures is also forging strong links with the scientific and academic communities, the firm revealed.

1 day, 8 hours назад @ eu-startups.com
Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app
Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app

nFuse, a Sofia-based Intelligent B2B company acting as the ordering and communication layer between brands and their distribution networks, has raised a €1.7 million ($2 million) in investment.

According to the company, the adoption rates for B2B ordering apps in fragmented trade are approximately 15%.

The company states that fragmented trade, comprising independent retailers, small shops, and kiosks, dominates commerce in emerging markets and accounts for over €4.3 trillion ($5 trillion) globally.

Outlets themselves are choosing nFuse as their primary ordering channel over portals, call centres, or waiting for a rep,” nFuse mentioned in the press release.

The company works with leading FMC…

1 day, 10 hours назад @ eu-startups.com
Tech.eu Tech.eu
последний пост 4 часа назад
March 2026's top 10 European tech deals you need to know about
March 2026's top 10 European tech deals you need to know about March 2026's top 10 European tech deals you need to know about

European tech activity in March 2026 eased slightly compared to February, while overall market conditions remained stable.

The ecosystem recorded 292 funding deals and €7.5 billion raised, down marginally from 296 deals and €7.8 billion in February, reflecting declines of 1.4 per cent and 3.8 per cent respectively.

UK funding fell to €2.6 billion from €3.8 billion in February, a 31.6 per cent decrease, indicating lower capital concentration month-on-month.

For her more detailed review and more in-depth analyses of the European tech ecosystem, including industry and country performance, exit activities, and more, check out our March report.

Here are the 10 largest tech deals in Europe from M…

4 часа назад @ tech.eu
Handhold raises €3M to replace fragmented software buying journeys with AI account managers
Handhold raises €3M to replace fragmented software buying journeys with AI account managers Handhold raises €3M to replace fragmented software buying journeys with AI account managers

Handhold automates the inbound customer journey, from first interaction to renewal, using AI account managers that qualify leads, run demos, and activate users around the clock.

Turning every prospect into a managed accountAccording to Vooglaid:“With AI agents, we can now replicate that one-to-one experience at scale because the economics work.

Vooglaid sees the real competitive battleground in building a persistent AI account manager that supports customers across the entire journey.

Where AI agents work today and gain the most tractionHandhold soft-launched in September 2025 and grew to a strong six-figure ARR run rate by year-end.

According to Pieterjan Bouten, Partner at Entourage Capit…

6 часов назад @ tech.eu
Verne launches Europe’s first commercial robotaxi service in Zagreb
Verne launches Europe’s first commercial robotaxi service in Zagreb Verne launches Europe’s first commercial robotaxi service in Zagreb

Verne today announced the launch of Europe’s first commercial robotaxi service, starting in Zagreb, Croatia.

The commercial service is the result of several years of development and close collaboration with regulators, positioning Verne among the leaders of autonomous mobility in Europe.

“For the first time in Europe, there is a real commercial robotaxi service.

Verne​​ ​​ will also eventually deploy the company’s purpose-built autonomous vehicle, a two-seat robotaxi designed specifically for driverless ride-hailing.

In September last year, Einride completed the first successful European cross-border operation of a cableless electric autonomous vehicle without a human driver onboard.

7 часов назад @ tech.eu
Funding dips, but fundamentals hold: European tech raises €7.5B in March
Funding dips, but fundamentals hold: European tech raises €7.5B in March Funding dips, but fundamentals hold: European tech raises €7.5B in March

European tech activity in March 2026 showed a modest cooling compared to February, while overall market conditions remained stable.

The ecosystem recorded 292 funding deals and €7.5 billion in total capital raised, compared to 296 deals and €7.8 billion in February, representing declines of 1.4 per cent and 3.8 per cent respectively.

CompaniesOut of 292 deals in March, 13 companies raised more than €100 million each.

The largest deal in March 2026 was Nscale’s €1.7 billion Series C, valuing the company at $14.6 billion.

IndustriesAI was the leading sector by investment volume in European tech startups in March 2026, capturing 24.8 per cent of the month’s total funding, at €1.8 billion.

8 часов назад @ tech.eu
European Tech.eu Pulse: key trends and investment in March (free report)
European Tech.eu Pulse: key trends and investment in March (free report) European Tech.eu Pulse: key trends and investment in March (free report)

At Tech.eu, we keep track of the investment landscape with data-driven insights.

Our Tech.eu Insiders enjoy unlimited, exclusive access to all our content, including market-intelligence analysis, reports, articles, and useful insights on tech trends and developments.

But we know that a lot of folks interested in tech might not have the funds for a subscription.

In response, we're offering compact versions of our monthly reports to all of our readers.

Our versions offer a glimpse into the valuable insights provided by our monthly reports, covering key investment trends, notable company activities, and emerging industry sectors.

8 часов назад @ tech.eu
Eilla AI executes Europe’s first AI-native M&A deal
Eilla AI executes Europe’s first AI-native M&A deal Eilla AI executes Europe’s first AI-native M&A deal

I spoke to Petar Petrov, Chief Commercial Officer and co-founder of Eilla AI, to learn more.

Eilla AI runs a structured process similar to what top-tier investment banks use, but applied to the SMB market.

It is a completed deal.”The founders of both acquired companies credited Eilla AI with making the transactions possible.

For Eilla AI, client response tends to fall into two distinct categories, according to Petrov.

Scaling M&A for the long tail of businessesThe deal executed by Eilla AI arrives at a moment of acute structural pressure on the European M&A market.

9 часов назад @ tech.eu
OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round
OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round

A London-based startup which helps mitigate risks and vulnerabilities of businesses deploying so-called AI agents or AI tools that can complete specific tasks has emerged from stealth with a $13m seed round.

The funding round in Trent AI was led by LocalGlobe and Cambridge Innovation Capital, with participation from leaders at OpenAI, Spotify, Databricks, and Amazon Web Services.

AI agents and autonomous workflows introduce new security risks that traditional security tools were not designed to address, it says.

Trent AI says its product secures AI agents with specialised AI security agents that continuously scan environments, judge risk, mitigate vulnerabilities, and evaluate overall secur…

1 day, 2 hours назад @ tech.eu
WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics
WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics

The round comes amid growing demand from enterprises in high-trust sectors, where organisations are increasingly finding that existing AI tools fail to deliver reliable, auditable insight from large volumes of text data.

While most organisational data is unstructured, teams continue to struggle to analyse it at scale.

Founded by Emily Kucharski and Dr Adam Kucharski, WholeSum was born out of the founders’ frustration with existing AI tools while analysing large-scale qualitative datasets in a previous venture.

Early work with universities, financial institutions and pharmaceutical companies has demonstrated that the most valuable early signals are often buried in unstructured text data rath…

1 day, 7 hours назад @ tech.eu
“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser
“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser “All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser

But across Scandinavia and the Baltics, the hacker house mentality, the esprit de corps, is particularly acute, given the relative smallness of the markets.

They are now enjoying a resurgence, with a more explicit hacker house/ builder lab format.

ShipyardMeanwhile, across the Baltics, in Latvia, another newish hacker house space is the AI-centred Shipyard.

It is a venture studio that builds startups from the ground up, with a hacker house mentality.

Sophus Blom-Hanssen, who runs the operation, said there is nothing like Bifrost House in Europe, given the scale of its ambitions.

1 day, 7 hours назад @ tech.eu
Xoople raises $130M Series B to build Earth’s system of record
Xoople raises $130M Series B to build Earth’s system of record Xoople raises $130M Series B to build Earth’s system of record

Xoople, the data infrastructure company building a global system of record for physical change on Earth, has closed a $130 million Series B round.

The company refers to this infrastructure as the “Earth’s System of Record,” designed to connect digital systems with real-time physical-world intelligence.

Every major computing era creates a new system of record; those that define that system become the economic centers of that era.

We are building the system of record for the physical world in the AI era with Xoople.

Xoople’s mission is to provide organisations with access to real-time physical-world intelligence, supporting the next generation of AI systems.

1 day, 9 hours назад @ tech.eu
nFuse raises $2M as messaging overtakes B2B ordering apps
nFuse raises $2M as messaging overtakes B2B ordering apps nFuse raises $2M as messaging overtakes B2B ordering apps

Adoption rates for B2B ordering apps in fragmented trade hover around 15 per cent.

They didn't learn about fragmented trade from market research - they lived it, visiting thousands of small retailers and watching firsthand as digital initiatives repeatedly failed to gain traction.

"We were the people being asked to make these B2B platforms work," Radov explains.

nFuse hits 70 per cent where B2B platforms stallThe numbers back the approach: while traditional B2B platforms struggle to reach 10–15 per cent adoption, nFuse reports 70 per cent+ adoption among enterprise clients.

Traditional B2B ordering - whether through sales reps, call centres, or underused portals - carries a high cost per tr…

1 day, 10 hours назад @ tech.eu
European tech weekly recap: More than 60 tech funding deals worth over €1.2B
European tech weekly recap: More than 60 tech funding deals worth over €1.2B European tech weekly recap: More than 60 tech funding deals worth over €1.2B

Last week, we tracked more than 60 tech funding deals worth over €1.2 billion, and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

📊 The top three industries that raised the most were artificial intelligence (€733.5 million), fintech (€232.6 million), and food (€73.7 million).

Regionally, 🇫🇷 France took first place (€808.2 million), followed by 🇬🇧 the UK (€227.7 million) and 🇩🇪 Germany (€79.3 million).

❗ Now, let's get you up to speed on everything that happened last week, including your handy.csv file, allowing for an even more in-depth analysis.

2 days, 9 hours назад @ tech.eu
Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled
Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled

This week, we tracked more than 60 tech funding deals worth over €1.2 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

Alongside the week’s top funding rounds, we’ve highlighted key industry developments, as well as notable trends in European venture activity, investor moves and emerging sectors shaping the current funding landscape.

This week we shared the announcement of 🎤 new speakers for the 🇬🇧 Tech.eu Summit London 2026, taking place on 21–22 April at the Queen Elizabeth II Centre in London, featuring senior leaders, founders, and investors from leading organisations shaping technology across Europe and beyond.

If email is more your thing, yo…

5 days, 3 hours назад @ tech.eu
Wearable Robotics closes €5M Series A to scale development
Wearable Robotics closes €5M Series A to scale development Wearable Robotics closes €5M Series A to scale development

Wearable Robotics, an Italy-based company developing wearable robotics for neuromotor rehabilitation, has raised €5 million in a Series A funding round to support international expansion and product development.

The company develops rehabilitation solutions that combine wearable robotics with augmented and virtual reality technologies, aiming to improve neuromotor recovery and support activities of daily living.

Building on this foundation, Wearable Robotics is focused on expanding its product portfolio with modular and integrable robotic solutions that extend applications across additional rehabilitation areas.

This includes the development of new partnerships and entry into key regions, p…

5 days, 8 hours назад @ tech.eu
Omniscient raises $4.1M to strengthen data-driven executive decision-making
Omniscient raises $4.1M to strengthen data-driven executive decision-making Omniscient raises $4.1M to strengthen data-driven executive decision-making

Paris-based Omniscient, a decision intelligence platform for boards and senior executives, has raised $4.1 million in pre-seed funding.

As corporate reputation continues to represent a significant share of enterprise value, organisations face growing challenges from fragmented data sources, reactive workflows, and the limitations of manual monitoring.

Founded by Arnaud d’Estienne and Mehdi Benseghir, both former McKinsey consultants, Omniscient aims to address these challenges by providing a unified intelligence layer for senior leadership.

It gives executive teams the intelligence they need, and frees the operational teams around them to focus on what actually moves the needle, rather than…

6 days, 2 hours назад @ tech.eu
TechCrunch: Europe TechCrunch: Europe
последний пост 2 days, 10 hours назад
The Xiaomi 17 Ultra has some impressive add-ons that make snapping photos really fun
The Xiaomi 17 Ultra has some impressive add-ons that make snapping photos really fun

The Xiaomi 17 Ultra gives you a ton of options to play around with images, including preset filters and hardware add-ons.

2 days, 10 hours назад @ techcrunch.com
Europe’s cyber agency blames hacking gangs for massive data breach and leak
Europe’s cyber agency blames hacking gangs for massive data breach and leak

CERT-EU blamed the cybercrime group TeamPCP for the recent hack on the European Commission, and said the notorious ShinyHunters gang was responsible for leaking the stolen data online.

5 days, 1 hour назад @ techcrunch.com
Air Street becomes one of the largest solo VCs in Europe with $232M fund
Air Street becomes one of the largest solo VCs in Europe with $232M fund

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

2 weeks, 1 day назад @ techcrunch.com
European Parliament blocks AI on lawmakers’ devices, citing security risks
European Parliament blocks AI on lawmakers’ devices, citing security risks

EU lawmakers found their government-issued devices were blocked from using the baked-in AI tools, amid fears that sensitive information could turn up on the U.S. servers of AI companies.

1 month, 2 weeks назад @ techcrunch.com
One of Europe’s largest universities knocked offline for days after cyberattack
One of Europe’s largest universities knocked offline for days after cyberattack

An alleged ransomware attack has taken down the systems of the Sapienza University of Rome.

2 months назад @ techcrunch.com
Ireland proposes new law allowing police to use spyware
Ireland proposes new law allowing police to use spyware

The Irish government announced that it wants to pass a law that would grant police more surveillance powers, such as using spyware to fight serious crime, while aiming to protect the privacy rights of its citizens.

2 months, 2 weeks назад @ techcrunch.com
The European startup market’s data doesn’t match its energy — yet
The European startup market’s data doesn’t match its energy — yet

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

3 months, 2 weeks назад @ techcrunch.com
Apple adds 650 megawatts of renewables in Europe with more coming in China
Apple adds 650 megawatts of renewables in Europe with more coming in China

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

5 months, 3 weeks назад @ techcrunch.com
European airports still dealing with disruptions days after ransomware attack
European airports still dealing with disruptions days after ransomware attack

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

6 months, 2 weeks назад @ techcrunch.com
EU cyber agency confirms ransomware attack causing airport disruptions
EU cyber agency confirms ransomware attack causing airport disruptions

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

6 months, 2 weeks назад @ techcrunch.com
Dawn Capital’s Shamillah Bankiya breaks down the state of the Euro venture market
Dawn Capital’s Shamillah Bankiya breaks down the state of the Euro venture market

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

6 months, 3 weeks назад @ techcrunch.com
Why European founders are winning (and it’s not about working less)
Why European founders are winning (and it’s not about working less)

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

6 months, 3 weeks назад @ techcrunch.com
Lyft and China’s Baidu look to bring robotaxis to Europe next year
Lyft and China’s Baidu look to bring robotaxis to Europe next year

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

8 months, 1 week назад @ techcrunch.com
Neobank Revolut seeks $65B valuation, a year after its $45B deal
Neobank Revolut seeks $65B valuation, a year after its $45B deal

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]

9 months назад @ techcrunch.com