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Hacker News Hacker News
последний пост 3 часа назад
SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers
SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers

If a reader is currently accessing an older page in the WAL, SQLite cannot overwrite that page, so the checkpoint stops early.

If a reader is currently accessing an older page in the WAL, SQLite cannot overwrite that page, so the checkpoint stops early.

It begins as a read transaction and escalates to a write transaction only when a write operation is executed.

It begins as a read transaction and escalates to a write transaction only when a write operation is executed.

Custom VFS (Virtual File System) Layers for the Cloud EraOne of the most powerful architectural features of SQLite is its Virtual File System (VFS) abstraction.

3 часа назад @ micrologics.org
More Tailscale tricks for your jailbroken Kindle
More Tailscale tricks for your jailbroken Kindle More Tailscale tricks for your jailbroken Kindle

If you managed to put Tailscale on a jailbroken Kindle before it updated too far ahead, you got something pretty great, even if it wasn't the full Tailscale experience.

The last time we wrote about Tailscale on a Kindle, the client was basic, but it worked.

Tailscale on a jailbroken Kindle is typically forced to run in userspace mode, which means it cannot use the device's own network routing layer, known as TUN mode.

If you don’t really need any Tailscale powers outside the highly capable KOReader app, check out this Tailscale KOReader plugin.

You copy the plugin into KOReader’s plugins directory, trigger an “Install/Update Tailscale” from KOReader’s menu, copy a Tailscale key into a direc…

5 часов назад @ tailscale.com
Cracking Windows Open: Porting RADV to Win32
Cracking Windows Open: Porting RADV to Win32 Cracking Windows Open: Porting RADV to Win32

RADV is the open source Mesa Vulkan driver for AMD GPUs.

It has now effectively become the de facto Vulkan driver for AMD hardware on Linux.

On Windows however, AMD users are still served only by the proprietary driver.

But don't panic, we have a solution: porting RADV to Windows, bringing the same open source Vulkan implementation that has proven itself on Linux to them.

We hope this work demonstrates the value of an open Vulkan driver on Windows and helps motivate everybody involved to work toward that stable foundation.

6 часов назад @ collabora.com
User Interfaces of the Demo Scene
User Interfaces of the Demo Scene

Comments

6 часов назад @ datagubbe.se
Transformer Transformer: A Unified Model for Motion-Conditioned Robot Co-Design
Transformer Transformer: A Unified Model for Motion-Conditioned Robot Co-Design Transformer Transformer: A Unified Model for Motion-Conditioned Robot Co-Design

PART 3Dynamics Self-GuidanceZero-shotting RewardsNow the actual co-design problem: how do we generate a high-reward robot for a reward function the model has never seen during training?

The same model predicts both the embodiment and its dynamics, so we can feed those predictions into the user's reward function and get a predicted reward.

The model is, in effect, asking itself: “how should this robot change to increase the reward?” We call this Dynamics Self-Guidance.

Transformer Transformer predicts state and action tokens across the episode's horizon in parallel; the reward gradient then flows back through all of it to the embodiment tokens.

Composed across the 26 held-out UMI dish-washin…

6 часов назад @ transformer-transformer.github.io
Does every question mark deserve a Betteridge?
Does every question mark deserve a Betteridge? Does every question mark deserve a Betteridge?

For context, Betteridge’s law states:Any headline that ends in a question mark can be answered by the word no.

But I’m pretty sure that’s not the rule, because “this title used a question mark” is not regarded as a sick burn.

Under this theory, we should push back against all the Betteridgeing and insist that question titles are fine when the question is genuinely open, regardless of the answer, and that people are wrong to Betteridge unless the question mark is being abused.

A slightly more conciliatory version would be that if you use a question mark, it’s your responsibility to demonstrate that it’s a real question, not something you made up.

But part of me—a minority—thinks that perhaps…

8 часов назад @ dynomight.net
Hooray for the Sockets Interface
Hooray for the Sockets Interface Hooray for the Sockets Interface

To modern eyes, this may seem strange, given that modern operating system installation is most often a network-driven event.

After sockets, networked UNIX systems began to look broadly consistent.

ULTRIX drew heavily on BSD UNIX, or at least incorporated significant elements of it, and thus included sockets.

One by one, major manufacturers abandoned their proprietary operating systems or introduced forms of UNIX compatibility, and in doing so acquired sockets code.

Sun’s Network File System (NFS), built on UDP sockets, became widely adopted.

8 часов назад @ blog.apnic.net
Show HN: Lean4 Datalog DSL Based on Google Zanzibar for AI Projects
Show HN: Lean4 Datalog DSL Based on Google Zanzibar for AI Projects Show HN: Lean4 Datalog DSL Based on Google Zanzibar for AI Projects

ZIL LeanZIL is a small relational language for describing named objects, the relationships between them, and rules that derive additional relationships.

A relation has three parts:subject ── relation ──▶ objectFor example:lean.Parser.parse ── implements ──▶ requirement.parseInputZIL Lean implements this model inside Lean 4.

The same project map can answer questions such as:which declaration implements this requirement?

Native ZIL Lean syntax represents the relations with Lean names:import Zil zil_fact node(doc.readme) ⟶[owner] node(user.u10) zil_fact node(group.engineering) ⟶[member] node(user.u11) zil_fact node(doc.readme) ⟶[viewer] node(group.engineering)Zanzibar uses relation tuples to d…

8 часов назад @ github.com
Chip stocks slide in US and Asia as AI jitters rattle investors
Chip stocks slide in US and Asia as AI jitters rattle investors Chip stocks slide in US and Asia as AI jitters rattle investors

As such, she said investors are "taking some profit off the table" but are likely to reinvest in these stocks after the US holiday season, she said.

8 часов назад @ bbc.com
LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences
LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences LearnVector – Andrew Ng's AI company building one‑to‑one learning experiences

With advances in AI, we can now build a custom learning guide for each person.

I'm starting LearnVector to invent this next generation of learning.

In contrast, LearnVector will plan a path with you, adapt to how you learn, and patiently stay with you until you've mastered new skills.

LearnVector plans to work with Coursera to bring this trustworthy learning to everyone.

I'm grateful to Greg Hart and the entire Coursera team for supporting LearnVector.

8 часов назад @ learnvector.ai
Show HN: Learning Rust by writing a Markdown to HTML compiler
Show HN: Learning Rust by writing a Markdown to HTML compiler Show HN: Learning Rust by writing a Markdown to HTML compiler

I'm new to Rust and thought that a very pratical way to get in touch with it was writing something.

I've thought of writing my own .md to .html compiler for for a while.

So here we are, both my micro-blog and my project have come to life.

I've implemented very basic .md syntax for now, eventually will expand later.

Some time ago I read the dragon book, so writing a compiler was not a completely new thing, but it was fun to see that some of my own choices were pretty similar to actual .md to .html compilers, even Hugo itself.

9 часов назад @ andreadimatteo.com
Multiple Mouse Cursors in Wayland
Multiple Mouse Cursors in Wayland Multiple Mouse Cursors in Wayland

State of multi-player WaylandI’ve been fascinated by the idea of attaching multiple mice to one computer, and then having multiple mouse cursors inside of one desktop environment!

And it turns out that Wayland has great built-in support for multiple seats!

The wayland protocolThis rabbit hole was the first time I looked deeper in what Wayland actually is!

I tried some:WestonWeston used to be the reference implementation of a Wayland compositor, and is being maintained by the Wayland team at freedesktop.org.

How to set up multiple seats on swayYou can list all inputs using swaymsg -t get_inputs and list all seats using swaymsg -t get_seats .

9 часов назад @ blinry.org
Industry Brief: Private 5G for Manufacturing and Industrial Sites [pdf]
Industry Brief: Private 5G for Manufacturing and Industrial Sites [pdf]

Comments

9 часов назад @ framerusercontent.com
Lightweight Spring Boot Monitoring Without Prometheus and Grafana
Lightweight Spring Boot Monitoring Without Prometheus and Grafana Lightweight Spring Boot Monitoring Without Prometheus and Grafana

Running one Spring Boot application or a handful of them on a VPS still calls for basic operational visibility.

Spring Boot Actuator already exposes much of that information.

Monitor Spring Boot without operating a full monitoring stack.

View StatLite on GitHubInstallation instructionsWhy the usual options can be more than you needActuator gives Spring Boot applications useful health and Micrometer metrics endpoints.

It is a focused option when the operational job is to monitor a few Spring Boot services without operating a full Prometheus and Grafana stack.

10 часов назад @ pvrlabs.xyz
The Difference Between a Button and a Link
The Difference Between a Button and a Link The Difference Between a Button and a Link

< button action =" /begin " method =" GET ">StartButton Actions are such a simple primitive that people often ask why they’re needed.

< form action =" /comments/123 " method =" POST "> < textarea name =" content ">I had a great day today! < button >Save < button formaction =" /comments/123/draft ">Save Draft < button action =" /comments/123 " method =" GET ">Cancel < button action =" /comments/123 " method =" DELETE ">Delete The first two buttons use existing HTML features, the second two buttons are made possible by Button Actions.

< button action =" / " method =" GET ">Cancel < button action =" /comments/123 " method =" DELETE ">DeletePhilosophically, Button Actions create a generic con…

10 часов назад @ unplannedobsolescence.com
Hacker News Hacker News
последний пост 3 часа назад
Hubbele: Open-source notetaking app for you and your agents
Hubbele: Open-source notetaking app for you and your agents Hubbele: Open-source notetaking app for you and your agents

Comments

10 часов назад @ hubble.md
Show HN: Manim (3Blue1Brown's animation engine) in the browser via WebGPU
Show HN: Manim (3Blue1Brown's animation engine) in the browser via WebGPU Show HN: Manim (3Blue1Brown's animation engine) in the browser via WebGPU

Launch a projectile and split its motion Find shortest paths with Dijkstra See why eigenvectors are special Approximate sine with Taylor polynomials

10 часов назад @ studio.academa.ai
ReFrame – The EPaper Camera
ReFrame – The EPaper Camera ReFrame – The EPaper Camera

reFrame is an experimental camera with a color ePaper display.

reFrame's ePaper display has six pigments, so photos are dithered before they display on the screen.

The dithered photos look somewhere between a newspaper halftone and an old video game.

With ePaper, the photo on screen stays there even after powering off.

With ePaper, the photo on screen stays there even after powering off.

11 часов назад @ reframe.camera
Schools are adding pepper-spraying drones to help combat active shooters
Schools are adding pepper-spraying drones to help combat active shooters

Comments

11 часов назад @ washingtonpost.com
Underwater Oxygen Loss Threatens Earth's Stability, Researchers Warn
Underwater Oxygen Loss Threatens Earth's Stability, Researchers Warn Underwater Oxygen Loss Threatens Earth's Stability, Researchers Warn

Oxygen loss disrupts the biological and chemical processes that help regulate Earth's climate and it threatens aquatic life ranging from microscopic organisms to fish and sharks.

Although marine mammals breathe air at the surface, they can still be affected as oxygen loss alters their prey, habitats and food webs.

They hope the review encourages scientists and policymakers to consider the drivers and impacts of aquatic deoxygenation in combination with other planetary stressors.

“Adding aquatic deoxygenation to the Planetary Boundaries framework will help us understand its impacts on Earth system stability,” said Ferrer.

Read the study: Abundant interactions and feedbacks between aquatic de…

12 часов назад @ scripps.ucsd.edu
Show HN: I was tired of opening 2 tabs for every HN link, so I made a userscript
Show HN: I was tired of opening 2 tabs for every HN link, so I made a userscript Show HN: I was tired of opening 2 tabs for every HN link, so I made a userscript

Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

You signed out in another tab or window.

Reload to refresh your session.

You switched accounts on another tab or window.

12 часов назад @ github.com
Running Kimi K3 on a M1 Mac
Running Kimi K3 on a M1 Mac Running Kimi K3 on a M1 Mac

____ _ _ __ _ | _ \ ___| | |_ __ _ / _(_)_ __ | | | |/ _ \ | __/ _` | |_| | '_ \ | |_| | __/ | || (_| | _| | | | | |____/ \___|_|\__\__,_|_| |_|_| |_| An experiment in running Kimi K3 (2.8T parameters) on one Apple Silicon Mac Deltafin is a small research project that runs a Mixture-of-Experts model far larger than the machine it sits on.

Omitting max_tokens lets the model finish its answer (recommended); raw completions, which never end on their own, default to 256.

The 53 GB spine does not fit alongside everything else on a 64 GB machine, so it is re-read from disk every token — about half the total time.

A worker thread reads the next layer's spine data while the current layer computes.

13 часов назад @ github.com
Anthropic publishes a practical key-recovery attack on HAWK-256
Anthropic publishes a practical key-recovery attack on HAWK-256 Anthropic publishes a practical key-recovery attack on HAWK-256

Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

You signed out in another tab or window.

Reload to refresh your session.

You switched accounts on another tab or window.

13 часов назад @ github.com
Half-Life ported to Mac OS 9
Half-Life ported to Mac OS 9 Half-Life ported to Mac OS 9

Half-Life has finally landed for PowerPC based Macintosh computers 28 years after it's original release!

The game was originally planned to be released for Mac OS 9 by Valve in 1999, but was cancelled shortly before launch.

Valve didn't bring Half-Life to Mac OS X until 2013 which was well into the intel based CPU era, and now we finally have a release for PowerPC based machines.

This release supports G3 and G4 PowerPC based computers running Mac OS 9.0 or later.

This release also includes:Half-LifeHalf-Life: Blue ShiftHalf-Life: Opposing ForceThis is a huge achievement for the Macintosh gaming community, and doctashay deserves considerable credit for the work involved in bringing Half-Life…

13 часов назад @ mac-classic.com
OpenAI just open-sourced Codex Security
OpenAI just open-sourced Codex Security OpenAI just open-sourced Codex Security

Install and scannpm install @openai/codex-security npx codex-security login npx codex-security scan /path/to/repoRun npx codex-security --help to see all commands and npx codex-security scan --help for scan options.

On Windows, set an API key in PowerShell with:$ env: OPENAI_API_KEY = " " npx codex - security scan C:\code\repositoryTo store an API key, pass it on stdin:printenv OPENAI_API_KEY | npx codex-security login --with-api-keyUse npx codex-security login status to check the stored sign-in and npx codex-security logout to remove it.

If Codex stores credentials in the system keyring, run npx codex-security login once before scanning.

Sign in with gh auth login , then run npx codex-sec…

13 часов назад @ github.com
Toolcraft
Toolcraft Toolcraft

Toolcraft gives AI an application architecture, not just components.

It includes a working canvas, toolbar, layer system, timeline, and keyframe workflows, plus embedded AI skills, performance instructions, and visual testing rules to improve the quality and consistency of generated creative apps.

Works with Codex, Claude,Cursor or any other AI agent.

14 часов назад @ toolcraft.sh
Recursion Is Lying to You
Recursion Is Lying to You Recursion Is Lying to You

If you read Your Debounce Is Lying to You and Your Throttling Is Lying to You, this is the recursion version of the same pattern: elegant abstraction, hidden operational edge.

Even dependency management can lie to you, as explored in Your Package Manager Is Lying to You.

The tail-recursive version moves that pending state into an accumulator:function sumTR ( n , acc = 0 ) { if ( n === 0 ) return acc ; return sumTR ( n - 1 , acc + n ) ; } sumTR ( 10 ) ;Here sumTR(...) is the very last thing that happens — no pending + , no pending anything.

function fib ( n ) { if ( n <= 1 ) return n ; return fib ( n - 1 ) + fib ( n - 2 ) ; }Each call branches into two more calls, so the total number of call…

14 часов назад @ blog.gaborkoos.com
Pacing the frontier
Pacing the frontier Pacing the frontier

AI could help create a dramatically better future, but that outcome is not guaranteed.

The world's leading AI companies believe they could be close to automating AI research.

But each company—and country—is under intense competitive pressure not to unilaterally slow that acceleration.

And today, the world lacks the technical and governance tools to deliberately pace frontier-wide progress.

Building on work already underway to monitor frontier model releases:

14 часов назад @ pacingthefrontier.com
Hulios: An eBPF-powered, transparent Tor gateway for Linux
Hulios: An eBPF-powered, transparent Tor gateway for Linux Hulios: An eBPF-powered, transparent Tor gateway for Linux

The entry point supervisor runs with host root privileges to hook eBPF programs and build policy routing tables, then immediately spawns an unprivileged worker child.

Fail-Secure Kill-Switch: Output traffic routing is locked using kernel policy tables ( table 100 ) and default blackholes.

Output traffic routing is locked using kernel policy tables ( ) and default blackholes.

Install Build DependenciesArch Linux: sudo pacman -S clang libelf zlib sqliteDebian/Ubuntu: sudo apt install -y clang libelf-dev zlib1g-dev libsqlite3-dev2.

start) ./target/release/hulios start --help # Start Hulios in foreground TUI mode sudo ./target/release/hulios start # Check current running state and Tor bootstrap…

14 часов назад @ github.com
uv 0.12.0
uv 0.12.0 uv 0.12.0

Respect --require-hashes directives in requirements.txt (#19336) Previously, uv pip install and uv pip sync warned about --require-hashes inside a requirements.txt file but still installed dependencies without checking their hashes.

Reject MD5-only hashes in hash-checking mode (#20758) Previously, uv pip install --require-hashes and uv pip sync --require-hashes accepted requirements whose only available digest used MD5.

Support pip-compatible --cert handling in uv pip (#20418) The uv pip interface now accepts --cert , e.g.

For example: $ uv add --directory project --index ./packages example This now uses project/packages instead of ./packages in the original working directory.

For example,…

15 часов назад @ github.com
Lobsters Lobsters
последний пост 1 час назад
Safety in an unsafe world
Safety in an unsafe world Safety in an unsafe world

Don't get me wrong: memory safety and thread safety are huge on their own.

There's just no way that memory safety or thread safety alone would get you that level of robustness.

Just like unsafe functions, unsafe traits tell the type system: "This trait has safety implications that you can't reason about."

Just as calling an unsafe function can only happen inside an unsafe block, implementing an unsafe trait requires an unsafe impl block.

EnforcementWe define Send as an unsafe trait so users can't violate the safety property without writing the unsafe keyword.

1 час назад @ joshlf.com
User Interfaces of the Demo Scene
User Interfaces of the Demo Scene

Comments

2 часа назад @ datagubbe.se
Writing Toy Software Is A Joy (2025)
Writing Toy Software Is A Joy (2025) Writing Toy Software Is A Joy (2025)

In 2025, the beauty and craft of writing software is being eroded.

Software development needs more simple joy, and I’ve found that creating toy programs is a great way to remember why I started working with computers again.

The point is not to build production-worthy software (although it is true that some of the best production software began life as a toy).

Regex engine (difficulty = 4/10, time = 5 days)A regex engine that can read a POSIX-style regex program and recognise strings that match it.

GameBoy Advance game (difficulty = 3/10, time = 2 weeks)A sprite-based game (top-down or side-on platform).

5 часов назад @ blog.jsbarretto.com
Manganin: tools matter
Manganin: tools matter Manganin: tools matter

It's a reimagining of what modern source code management could be if we compromise on nothing.

Open source maintainers are getting burned out, making their time and attention ever more scarce.

When you manage your own deployment, you own your own data, all stored natively in Git using plain text files.

There are projects in the open source world that could benefit from features I'm passionate about.

But what if we reimagined what source code hosting using Git could be?

5 часов назад @ blog.manganin.dev
CP/M-68K emulator
CP/M-68K emulator CP/M-68K emulator

CP/M-68K and Motorola 68000 EmulatorEarlier this year I started coding on a Motorola 68000 emulator.

The original plan was to just add an MMU and do some minor changes to convert it to a Motorola 68010 after the base 68000 work had finished.

So instead I focused on pure 68000 support and adapted the emulator to run CP/M-68K instead, which I have used before.

A custom CP/M BIOS was written that is tied together with the emulator to handle console and RAM disk access.

Some CP/M programs however may emit terminal control codes which are simply passed through.

9 часов назад @ kobolt.github.io
Lobste.rs on Spinel
Lobste.rs on Spinel Lobste.rs on Spinel

Ruby on Rails scales from PROMPT to IPO.

The part after the arrow"Scales from PROMPT to IPO" is a good line, and Rails has genuinely earned the first half of it.

So: what happens after you IPO?

A generated blog is a scaffold — it has the shape Rails intends, not the shape applications acquire.

The benchmark lane runs the capture frozen into ruby/ruby-bench, pinned to a fixed commit.

9 часов назад @ intertwingly.net
Proof types in Dart: Using final classes as computational witnesses
Proof types in Dart: Using final classes as computational witnesses

final class EmailChecked { final String email ; const EmailChecked .

final class RegistrationReady { final String email ; const RegistrationReady .

They must go through prepareRegistration() , which requires the three proof types, which can only be obtained by passing the respective checks.

JavaJava has final classes and private constructors:public final class Validated { private Validated () {} public static Validated create () { return new Validated (); } }This looks promising, but Java has reflection:Constructor < Validated > constructor = Validated .

Sealed classes make proof types even more powerfulpavanpodila pointed out that sealed classes push this technique further, and that is exa…

12 часов назад @ modulovalue.com
Why Rocq is better than Lean for program verification
Why Rocq is better than Lean for program verification Why Rocq is better than Lean for program verification

Defining JSON and schemas is no trouble in either language:Inductive json : Type := | jnull : json json | jstr : string -> json stringjson | jnum : nat -> json natjson | jarr : list json -> json list jsonjson | jobj : list ( string * json ) -> json .

liststringjsonjson Inductive schema : Type := | sany : schema schema | sstr : schema schema | snum : schema schema | sarr : schema -> schema schemaschema | sobj : list ( string * schema ) -> schema .

liststringschemaschema inductive JSON where | null : JSON | str : String → JSON | num : Nat → JSON | arr : List JSON → JSON | obj : List ( String × JSON ) → JSON inductive Schema where | any : Schema | strS : Schema | numS : Schema | arrS : Schema …

13 часов назад @ joomy.korkutblech.com
State of multi-player Wayland
State of multi-player Wayland State of multi-player Wayland

State of multi-player WaylandI’ve been fascinated by the idea of attaching multiple mice to one computer, and then having multiple mouse cursors inside of one desktop environment!

And it turns out that Wayland has great built-in support for multiple seats!

The wayland protocolThis rabbit hole was the first time I looked deeper in what Wayland actually is!

I tried some:WestonWeston used to be the reference implementation of a Wayland compositor, and is being maintained by the Wayland team at freedesktop.org.

How to set up multiple seats on swayYou can list all inputs using swaymsg -t get_inputs and list all seats using swaymsg -t get_seats .

13 часов назад @ blinry.org
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 IncidentPublished July 27, 2026 Update on GitHubA companion technical writeup to our incident disclosure .

While the intrusion did reach Hugging Face's internal infrastructure, the only customer content accessed was the set of ExploitGym/CyberGym challenge solutions stored in five datasets.

No code ran; this vector is purely a file disclosure, and it is the one the agent used first.

Vector 2: Jinja2 template injectionThe second vector is server-side template injection, which gave the agent code execution.

With node root and forged service-account tokens valid for 24 hours, the agent read the cluster's secret ob…

13 часов назад @ huggingface.co
The Cipher Behind QSYRUPWD: Reconstructing IBM i Password Hashes
The Cipher Behind QSYRUPWD: Reconstructing IBM i Password Hashes The Cipher Behind QSYRUPWD: Reconstructing IBM i Password Hashes

The Cipher Behind QSYRUPWD: Reconstructing IBM i Password HashesIntroQSYRUPWD (Retrieve Encrypted User Password) is an IBM i API that returns password-related data for a specified user profile in encrypted form to authorized callers.

GPR 5 (CIPHER input): In the memory area pointed by R5, the following pointer can be found:E890 80000000 00000000 D9818947 EC00E9A0In the memory area referred by the pointer above, the following data is stored:E9A0 E4E2C5D9 C2F14040 40400000 00000000 // Username in EBCDIC E9B0 00000000 00000000 00000000 00000000 E9C0 00000000 00000000 00000000 00000000 E9D0 00000000 00022D8C 32FBB32A 5E438562 // 0002 prefix and NT hash of the plain password twice: NT(password) …

15 часов назад @ blog.silentsignal.eu
The mean means nothing
The mean means nothing The mean means nothing

🤷§The rollout that “made it worse”Here is the setup: we operate a typical web-service and we rolled out a new caching tier over a week, hoping to cut request latency.

statistic before after change mean 112 ms 122 ms +9% p50 (median) 99 ms 54 ms −46% p95 224 ms 454 ms +103% p99 309 ms 678 ms +119%Now we have a problem, and the problem is that everyone is right.

Depending on the curve, we can understand how the request latency is distributed across the entire population.

The “after” curve is higher than the “before” curve to the right of 140ms which means more requests are finishing slower than before.

It’s clear that the bimodality in the latency distribution is caused by the bimodality in t…

15 часов назад @ fzakaria.com
You Could Have Come Up With Kimi Delta Attention
You Could Have Come Up With Kimi Delta Attention You Could Have Come Up With Kimi Delta Attention

For clarity, absorb the constant scale s s s into the query.

​ ​The identity( ∣ v ⟩ ⟨ k ∣ ) ∣ q ⟩ = ⟨ k ∣ q ⟩ ∣ v ⟩ \left(\lvert v\rangle\langle k\rvert\right)\lvert q\rangle = \langle k\rvert q\rangle\lvert v\rangle ( ∣ v ⟩ ⟨ k ∣ ) ∣ q ⟩ = ⟨ k ∣ q ⟩ ∣ v ⟩is the whole trick.

Put the vector on the diagonal:D t = Diag ⁡ ( α t ) ∈ R d k × d k . D_t = \operatorname{Diag}(\alpha_t) \in\mathbb R^{d_k\times d_k}.

Chunkwise KDA processes C C C tokens together.

For each chunk c c c, we need two results:the state S c + 1 S_{c+1} S c + 1 ​ after the entire chunk, given the incoming state S c S_c S c ​ ; every causal token output inside the chunk.

17 часов назад @ blog.doubleword.ai
Starling, a Linux Desktop written from scratch
Starling, a Linux Desktop written from scratch Starling, a Linux Desktop written from scratch

What "real" meansNot a browser tab.

"AI built a desktop" has been claimed before, and it has usually meant one of three things: a desktop metaphor drawn inside a web page; a convincing screenshot of something that was never logged into; or a from-scratch system that does boot, but only ever runs the handful of programs written for it.

It is a Wayland compositor, and it hosts an X server for the apps that still need one.

You pick it at the login screen, sign in, and it's your desktop until you log out — running Chrome, Slack and Zoom, none of which have ever heard of it.

Two programs written by strangers, composited into one scene, on one GPU path, by a desktop that didn't exist six months a…

17 часов назад @ starling.build
Destructive Convenience
Destructive Convenience

Comments

18 часов назад @ volpeon.ink
Techmeme Techmeme
последний пост 46 минут назад
London-based Agon, which is developing sovereign AI training infrastructure for European defense, emerges from stealth with a $7M pre-seed and a $23M seed (Ingrid Lunden/Resilience Media)
London-based Agon, which is developing sovereign AI training infrastructure for European defense, emerges from stealth with a $7M pre-seed and a $23M seed (Ingrid Lunden/Resilience Media) London-based Agon, which is developing sovereign AI training infrastructure for European defense, emerges from stealth with a $7M pre-seed and a $23M seed (Ingrid Lunden/Resilience Media)

Ingrid Lunden / Resilience Media:

London-based Agon, which is developing sovereign AI training infrastructure for European defense, emerges from stealth with a $7M pre-seed and a $23M seed — Startup founded by the co-founder of Cambridge Aerospace and alums from Anduril, Applied Intuition and Helsing aims at a critical gap in the market.

46 минут назад @ techmeme.com
Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 (Bloomberg)
Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 (Bloomberg) Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 (Bloomberg)

Bloomberg:

Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 — Moonshot AI secured a $35 billion valuation after raising a larger-than-anticipated $3.5 billion in a just-closed round of financing …

1 час назад @ techmeme.com
CXMT's IPO prospectus showed Alibaba had a ~5% stake, which is now worth $20B+, a nearly 20x return, based on CXMT's ~$464B closing market cap on July 28 (Wency Chen/South China Morning Post)
CXMT's IPO prospectus showed Alibaba had a ~5% stake, which is now worth $20B+, a nearly 20x return, based on CXMT's ~$464B closing market cap on July 28 (Wency Chen/South China Morning Post) CXMT's IPO prospectus showed Alibaba had a ~5% stake, which is now worth $20B+, a nearly 20x return, based on CXMT's ~$464B closing market cap on July 28 (Wency Chen/South China Morning Post)

Wency Chen / South China Morning Post:

CXMT's IPO prospectus showed Alibaba had a ~5% stake, which is now worth $20B+, a nearly 20x return, based on CXMT's ~$464B closing market cap on July 28 — ChangXin Memory Technologies (CXMT) and Zhipu AI have not only seen their share prices skyrocket, but they have also handed a windfall …

2 часа назад @ techmeme.com
Russia's FSB charges Telegram founder Pavel Durov with facilitating terrorist activities, including by Ukraine, and issues an international arrest warrant (Reuters)
Russia's FSB charges Telegram founder Pavel Durov with facilitating terrorist activities, including by Ukraine, and issues an international arrest warrant (Reuters) Russia's FSB charges Telegram founder Pavel Durov with facilitating terrorist activities, including by Ukraine, and issues an international arrest warrant (Reuters)

Reuters:

Russia's FSB charges Telegram founder Pavel Durov with facilitating terrorist activities, including by Ukraine, and issues an international arrest warrant — Russia's Federal Security Service (FSB) said on Wednesday that it had charged Telegram founder Pavel Durov with facilitating terrorist activities …

2 часа назад @ techmeme.com
A look at Kioxia, the Japanese NAND flash maker that went from being cash-strapped in 2023 to an expected 30-fold jump in operating income in Q1 FY 2026 (Bloomberg)
A look at Kioxia, the Japanese NAND flash maker that went from being cash-strapped in 2023 to an expected 30-fold jump in operating income in Q1 FY 2026 (Bloomberg) A look at Kioxia, the Japanese NAND flash maker that went from being cash-strapped in 2023 to an expected 30-fold jump in operating income in Q1 FY 2026 (Bloomberg)

Bloomberg:

A look at Kioxia, the Japanese NAND flash maker that went from being cash-strapped in 2023 to an expected 30-fold jump in operating income in Q1 FY 2026 — The chipmaker needs to prove it's more than an accidental beneficiary of a supply squeeze in storage.

4 часа назад @ techmeme.com
GPTZero finds AI hallucinations in four PwC Middle East reports; GPTZero's earlier investigations led EY and KPMG to retract reports with similar issues (Stephen Foley/Financial Times)
GPTZero finds AI hallucinations in four PwC Middle East reports; GPTZero's earlier investigations led EY and KPMG to retract reports with similar issues (Stephen Foley/Financial Times) GPTZero finds AI hallucinations in four PwC Middle East reports; GPTZero's earlier investigations led EY and KPMG to retract reports with similar issues (Stephen Foley/Financial Times)

Stephen Foley / Financial Times:

GPTZero finds AI hallucinations in four PwC Middle East reports; GPTZero's earlier investigations led EY and KPMG to retract reports with similar issues — Big Four consultant is latest firm found to have produced slapdash work while marketing expertise on the technology

4 часа назад @ techmeme.com
ETH Zurich spinout ZuriQ, which is developing trapped-ion quantum computing processors based on a 2D architecture, raised a $25.5M seed led by Quantonation (Tamara Djurickovic/Tech.eu)
ETH Zurich spinout ZuriQ, which is developing trapped-ion quantum computing processors based on a 2D architecture, raised a $25.5M seed led by Quantonation (Tamara Djurickovic/Tech.eu) ETH Zurich spinout ZuriQ, which is developing trapped-ion quantum computing processors based on a 2D architecture, raised a $25.5M seed led by Quantonation (Tamara Djurickovic/Tech.eu)

Tamara Djurickovic / Tech.eu:

ETH Zurich spinout ZuriQ, which is developing trapped-ion quantum computing processors based on a 2D architecture, raised a $25.5M seed led by Quantonation — ZuriQ has secured seed funding to scale its trapped-ion quantum computing technology, expand its team, accelerate research and development …

4 часа назад @ techmeme.com
Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left (Madhumita Murgia/Financial Times)
Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left (Madhumita Murgia/Financial Times) Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left (Madhumita Murgia/Financial Times)

Madhumita Murgia / Financial Times:

Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left — Landmark project that solved protein folding gives way to a wider race to build AI systems for scientific discovery

5 часов назад @ techmeme.com
OpenAI releases an "early" version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more (@openai)
OpenAI releases an "early" version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more (@openai) OpenAI releases an "early" version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more (@openai)

@openai:

OpenAI releases an “early” version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more — We quietly released the open-source Codex Security CLI, but Hacker News found it before we had a chance to share it here... You can now use it to scan repositories, track findings across runs, verify fixes, and add security checks to CI/CD. This is an early release, and we're listening to your feedback as we continue improving it.

5 часов назад @ techmeme.com
Mark Zuckerberg says the US should not ban Chinese AI models and that AI model peer reviews or vetting could be positive if "done well with thoughtful people" (Hannah Murphy/Financial Times)
Mark Zuckerberg says the US should not ban Chinese AI models and that AI model peer reviews or vetting could be positive if "done well with thoughtful people" (Hannah Murphy/Financial Times) Mark Zuckerberg says the US should not ban Chinese AI models and that AI model peer reviews or vetting could be positive if "done well with thoughtful people" (Hannah Murphy/Financial Times)

Hannah Murphy / Financial Times:

Mark Zuckerberg says the US should not ban Chinese AI models and that AI model peer reviews or vetting could be positive if “done well with thoughtful people” — Meta chief warns against ‘regulatory capture’ of American rules on the technology — Mark Zuckerberg …

7 часов назад @ techmeme.com
Doctors and researchers worry that FDA-related wagers on Kalshi and Polymarket could compromise drug development tests and erode public trust in the process (Rebecca Robbins/New York Times)
Doctors and researchers worry that FDA-related wagers on Kalshi and Polymarket could compromise drug development tests and erode public trust in the process (Rebecca Robbins/New York Times) Doctors and researchers worry that FDA-related wagers on Kalshi and Polymarket could compromise drug development tests and erode public trust in the process (Rebecca Robbins/New York Times)

Rebecca Robbins / New York Times:

Doctors and researchers worry that FDA-related wagers on Kalshi and Polymarket could compromise drug development tests and erode public trust in the process — On the betting websites Kalshi and Polymarket, people can now wager on whether the Food and Drug Administration will decide this year …

8 часов назад @ techmeme.com
Anthropic faces backlash from Silicon Valley partners, founders, and researchers for competitive tactics, guardrails, and lack of support for open-weight models (Wall Street Journal)
Anthropic faces backlash from Silicon Valley partners, founders, and researchers for competitive tactics, guardrails, and lack of support for open-weight models (Wall Street Journal) Anthropic faces backlash from Silicon Valley partners, founders, and researchers for competitive tactics, guardrails, and lack of support for open-weight models (Wall Street Journal)

Wall Street Journal:

Anthropic faces backlash from Silicon Valley partners, founders, and researchers for competitive tactics, guardrails, and lack of support for open-weight models — The AI pioneer faces growing distrust from startup founders and researchers over competitive tactics, guardrails and lack of support for open-weight models

8 часов назад @ techmeme.com
OpenAI says the rogue AI that breached Hugging Face used exposed credentials from "four accounts" tied to four "publicly available" third-party services (Wired)
OpenAI says the rogue AI that breached Hugging Face used exposed credentials from "four accounts" tied to four "publicly available" third-party services (Wired) OpenAI says the rogue AI that breached Hugging Face used exposed credentials from "four accounts" tied to four "publicly available" third-party services (Wired)

Wired:

OpenAI says the rogue AI that breached Hugging Face used exposed credentials from “four accounts” tied to four “publicly available” third-party services — In a new disclosure, OpenAI says its agent used exposed logins to gain access to at least four …

9 часов назад @ techmeme.com
xAI sues Minnesota's AG over a state law banning apps and sites that create fake, sexualized pictures of individuals, claiming it violates the First Amendment (Riley Moser/CBS News)
xAI sues Minnesota's AG over a state law banning apps and sites that create fake, sexualized pictures of individuals, claiming it violates the First Amendment (Riley Moser/CBS News) xAI sues Minnesota's AG over a state law banning apps and sites that create fake, sexualized pictures of individuals, claiming it violates the First Amendment (Riley Moser/CBS News)

Riley Moser / CBS News:

xAI sues Minnesota's AG over a state law banning apps and sites that create fake, sexualized pictures of individuals, claiming it violates the First Amendment — Add CBS News on Google — Billionaire Elon Musk's artificial intelligence company is suing Minnesota over a first-of-its-kind law …

10 часов назад @ techmeme.com
SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B (Jenny Lee/CNBC)
SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B (Jenny Lee/CNBC) SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B (Jenny Lee/CNBC)

Jenny Lee / CNBC:

SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B — SK Hynix on Wednesday posted another record quarterly profit, but missed analysts' estimates. — Here are SK Hynix's second-quarter …

10 часов назад @ techmeme.com
Techmeme Techmeme
последний пост 46 минут назад
Security- and AI-related startups have raised $855M across more than 150 reported seed-stage rounds this year, on track for an all-time high (Joanna Glasner/Crunchbase News)
Security- and AI-related startups have raised $855M across more than 150 reported seed-stage rounds this year, on track for an all-time high (Joanna Glasner/Crunchbase News) Security- and AI-related startups have raised $855M across more than 150 reported seed-stage rounds this year, on track for an all-time high (Joanna Glasner/Crunchbase News)

Joanna Glasner / Crunchbase News:

Security- and AI-related startups have raised $855M across more than 150 reported seed-stage rounds this year, on track for an all-time high — Seed funding trends tell us a lot about how savvy investors see the future unfolding. And lately, the data tells us there's great concern about cybersecurity risks posed by AI.

11 часов назад @ techmeme.com
OpenAI and Anthropic release statements in support of the "Pacing the Frontier" initiative; Anthropic says Dario Amodei and several co-founders have signed it (Anhata Rooprai/Reuters)
OpenAI and Anthropic release statements in support of the "Pacing the Frontier" initiative; Anthropic says Dario Amodei and several co-founders have signed it (Anhata Rooprai/Reuters) OpenAI and Anthropic release statements in support of the "Pacing the Frontier" initiative; Anthropic says Dario Amodei and several co-founders have signed it (Anhata Rooprai/Reuters)

Anhata Rooprai / Reuters:

OpenAI and Anthropic release statements in support of the “Pacing the Frontier” initiative; Anthropic says Dario Amodei and several co-founders have signed it — More than 1,100 employees from leading tech firms on Tuesday urged the U.S. government to support an international effort …

11 часов назад @ techmeme.com
NXP reports Q2 revenue up 19% YoY to $3.5B, vs. $3.46B est., as it struggled to impress investors with a generally upbeat Q3 forecast; NXPI down 5%+ after hours (Christina Kyriasoglou/Bloomberg)
NXP reports Q2 revenue up 19% YoY to $3.5B, vs. $3.46B est., as it struggled to impress investors with a generally upbeat Q3 forecast; NXPI down 5%+ after hours (Christina Kyriasoglou/Bloomberg) NXP reports Q2 revenue up 19% YoY to $3.5B, vs. $3.46B est., as it struggled to impress investors with a generally upbeat Q3 forecast; NXPI down 5%+ after hours (Christina Kyriasoglou/Bloomberg)

Christina Kyriasoglou / Bloomberg:

NXP reports Q2 revenue up 19% YoY to $3.5B, vs. $3.46B est., as it struggled to impress investors with a generally upbeat Q3 forecast; NXPI down 5%+ after hours — NXP Semiconductors NV struggled to impress investors with a generally upbeat forecast for the current period, the latest sign of deepening concern about the chip sector.

12 часов назад @ techmeme.com
Sources: the OpenAI agent that breached Hugging Face also compromised a customer at AI infrastructure company Modal Labs (Reuters)
Sources: the OpenAI agent that breached Hugging Face also compromised a customer at AI infrastructure company Modal Labs (Reuters) Sources: the OpenAI agent that breached Hugging Face also compromised a customer at AI infrastructure company Modal Labs (Reuters)

Reuters:

Sources: the OpenAI agent that breached Hugging Face also compromised a customer at AI infrastructure company Modal Labs — The rogue agent that escaped from OpenAI and went on a days-long hacking spree at the AI firm Hugging Face also compromised a customer at a second tech company …

12 часов назад @ techmeme.com
Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B (Kyle Baird/The Block)
Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B (Kyle Baird/The Block) Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B (Kyle Baird/The Block)

Kyle Baird / The Block:

Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B — Quick Take — Ionic Digital was formed from Celsius Mining's assets and later took direct control of its sites from Hut 8.

13 часов назад @ techmeme.com
Hugging Face publishes a timeline of the OpenAI agent intrusion, including how the agent took ~17.6K actions, and details using GLM-5.2 to analyze the attack (Hugging Face)
Hugging Face publishes a timeline of the OpenAI agent intrusion, including how the agent took ~17.6K actions, and details using GLM-5.2 to analyze the attack (Hugging Face) Hugging Face publishes a timeline of the OpenAI agent intrusion, including how the agent took ~17.6K actions, and details using GLM-5.2 to analyze the attack (Hugging Face)

Hugging Face:

Hugging Face publishes a timeline of the OpenAI agent intrusion, including how the agent took ~17.6K actions, and details using GLM-5.2 to analyze the attack — This post walks through how the intrusion actually worked: the two initial-access vectors, how the agent pivoted and moved laterally …

13 часов назад @ techmeme.com
Seagate reports Q4 revenue up 49% YoY to $3.6B, vs. $3.5B est., adjusted earnings of $5.71 a share, above analysts' forecast of $5.10; STX jumps 6%+ after hours (Nate Wolf/Barron's Online)
Seagate reports Q4 revenue up 49% YoY to $3.6B, vs. $3.5B est., adjusted earnings of $5.71 a share, above analysts' forecast of $5.10; STX jumps 6%+ after hours (Nate Wolf/Barron's Online) Seagate reports Q4 revenue up 49% YoY to $3.6B, vs. $3.5B est., adjusted earnings of $5.71 a share, above analysts' forecast of $5.10; STX jumps 6%+ after hours (Nate Wolf/Barron's Online)

Nate Wolf / Barron's Online:

Seagate reports Q4 revenue up 49% YoY to $3.6B, vs. $3.5B est., adjusted earnings of $5.71 a share, above analysts' forecast of $5.10; STX jumps 6%+ after hours — Choose Barron's as a preferred source of financial news — Key Points — Seagate Technology stock jumped …

13 часов назад @ techmeme.com
The US FCC bans the import of new Chinese humanoid robots and power inverters, seeking to protect the US AI buildout from national security threats (Reuters)
The US FCC bans the import of new Chinese humanoid robots and power inverters, seeking to protect the US AI buildout from national security threats (Reuters) The US FCC bans the import of new Chinese humanoid robots and power inverters, seeking to protect the US AI buildout from national security threats (Reuters)

Reuters:

The US FCC bans the import of new Chinese humanoid robots and power inverters, seeking to protect the US AI buildout from national security threats — The Trump administration on Tuesday unveiled bans that target imports of new Chinese robots and power inverters, seeking to protect …

14 часов назад @ techmeme.com
Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors (Ina Fried/Axios)
Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors (Ina Fried/Axios) Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors (Ina Fried/Axios)

Ina Fried / Axios:

Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors — Coursera is putting $100 million into LearnVector, a new AI education company founded by Andrew Ng, a pioneer in AI and Coursera's chairman …

14 часов назад @ techmeme.com
Over 1,100 staffers from AI companies, including John Schulman and OpenAI's Jakub Pachocki, sign a letter requesting the US government to "pace" AI development (Bloomberg)
Over 1,100 staffers from AI companies, including John Schulman and OpenAI's Jakub Pachocki, sign a letter requesting the US government to "pace" AI development (Bloomberg) Over 1,100 staffers from AI companies, including John Schulman and OpenAI's Jakub Pachocki, sign a letter requesting the US government to "pace" AI development (Bloomberg)

Bloomberg:

Over 1,100 staffers from AI companies, including John Schulman and OpenAI's Jakub Pachocki, sign a letter requesting the US government to “pace” AI development — More than 1,100 staffers across top artificial intelligence firms have signed a petition that calls on the US government …

15 часов назад @ techmeme.com
Q&A with Sam Altman on the Hugging Face breach, the race for compute, distillation, open source, concentration of power, robotics, OpenAI's future, and more (Invest Like The Best on YouTube)
Q&A with Sam Altman on the Hugging Face breach, the race for compute, distillation, open source, concentration of power, robotics, OpenAI's future, and more (Invest Like The Best on YouTube) Q&A with Sam Altman on the Hugging Face breach, the race for compute, distillation, open source, concentration of power, robotics, OpenAI's future, and more (Invest Like The Best on YouTube)

Invest Like The Best on YouTube:

Q&A with Sam Altman on the Hugging Face breach, the race for compute, distillation, open source, concentration of power, robotics, OpenAI's future, and more — Sam Altman joins us for a wide-ranging conversation about OpenAI's next chapter, the race for compute, and what happens as artificial intelligence becomes mo...

16 часов назад @ techmeme.com
The Agentic AI Foundation updates MCP with a fully stateless architecture, a hardened authentication model, a formal 12-month deprecation policy, and more (Michael Nuñez/VentureBeat)
The Agentic AI Foundation updates MCP with a fully stateless architecture, a hardened authentication model, a formal 12-month deprecation policy, and more (Michael Nuñez/VentureBeat) The Agentic AI Foundation updates MCP with a fully stateless architecture, a hardened authentication model, a formal 12-month deprecation policy, and more (Michael Nuñez/VentureBeat)

Michael Nuñez / VentureBeat:

The Agentic AI Foundation updates MCP with a fully stateless architecture, a hardened authentication model, a formal 12-month deprecation policy, and more — The Model Context Protocol, the open standard that has quietly become the connective tissue between AI agents and the world's software …

16 часов назад @ techmeme.com
Mark Zuckerberg argues that superintelligence should be widely distributed as a tool that empowers everyone, rather than centralized in a few institutions (Mark Zuckerberg/Wall Street Journal)
Mark Zuckerberg argues that superintelligence should be widely distributed as a tool that empowers everyone, rather than centralized in a few institutions (Mark Zuckerberg/Wall Street Journal) Mark Zuckerberg argues that superintelligence should be widely distributed as a tool that empowers everyone, rather than centralized in a few institutions (Mark Zuckerberg/Wall Street Journal)

Mark Zuckerberg / Wall Street Journal:

Mark Zuckerberg argues that superintelligence should be widely distributed as a tool that empowers everyone, rather than centralized in a few institutions — The history of democracy and economics has proved that centralized power stifles human potential. — We are fortunate to live at an incredible moment in history.

16 часов назад @ techmeme.com
NYC-based AI startup Runlayer sues Rippling for allegedly stealing trade secrets to "build essentially a clone" of Runlayer's safety and governance product (Taylor Herzlich/New York Post)
NYC-based AI startup Runlayer sues Rippling for allegedly stealing trade secrets to "build essentially a clone" of Runlayer's safety and governance product (Taylor Herzlich/New York Post) NYC-based AI startup Runlayer sues Rippling for allegedly stealing trade secrets to "build essentially a clone" of Runlayer's safety and governance product (Taylor Herzlich/New York Post)

Taylor Herzlich / New York Post:

NYC-based AI startup Runlayer sues Rippling for allegedly stealing trade secrets to “build essentially a clone” of Runlayer's safety and governance product — A New York-based AI startup is suing Rippling - a Silicon Valley software giant that got a $3 million tax break from Gov. Kathy Hochul …

16 часов назад @ techmeme.com
Anthropic says Claude Mythos Preview was able to break a weaker version of AES and it orchestrated another improved attack against HAWK cryptographic system (Dustin Volz/New York Times)
Anthropic says Claude Mythos Preview was able to break a weaker version of AES and it orchestrated another improved attack against HAWK cryptographic system (Dustin Volz/New York Times) Anthropic says Claude Mythos Preview was able to break a weaker version of AES and it orchestrated another improved attack against HAWK cryptographic system (Dustin Volz/New York Times)

Dustin Volz / New York Times:

Anthropic says Claude Mythos Preview was able to break a weaker version of AES and it orchestrated another improved attack against HAWK cryptographic system — Claude Mythos Preview discovered new attacks in testing against weakened cryptographic algorithms, which protect online financial transactions, private communications and more.

17 часов назад @ techmeme.com
GitHub Trending GitHub Trending
последний пост 8 часов назад
likec4/likec4
likec4/likec4 likec4/likec4

Architecture as a code简体中文 | 日本語Visualize, collaborate on, and evolve your software architecture with always up-to-date, live diagrams generated from your code.

LikeC4 is a modeling language for describing software architecture and tools to generate diagrams from the model.

You customize or define your own notation, element types, and any number of nested levels in architecture model.

LikeC4 source:Run CLI to preview:npx likec4 startAnd result:Template repository - likec4/templateDeployed - https://template.likec4.devCheck Tutorial - for a quick overview of LikeC4.

If you like the project, please consider contributing financially to help grow and improve it.

8 часов назад @ github.com
UditAkhourii/adhd
UditAkhourii/adhd UditAkhourii/adhd

📄 Preprint: ADHD: Parallel Divergent Ideation for Coding Agents · 👤 Author: Udit Akhouri — @akhouriudit · LinkedInSide-by-side: baseline vs ADHDOne eval problem, same model, two strategies.

✅ Shipped nix-skills Nix packaging of the ADHD skill (pinned to commit 770834e ) for the Nix-based agent-skills ecosystem.

The deterministic layer (import-graph PageRank, git-churn fragility, GitHub PR/issue signals) produces an analysis object that is formatted as an ADHD problem + context .

Ships the ADHD method in the Claude Code skill ( SKILL.md ) with zero extra deps — Claude runs the frames itself.

(PR #8) ✅ Shipped Claude1.0 (Ro-Sama-33) Installed the ADHD skill into .agents/skills/adhd/ .

8 часов назад @ github.com
KnockOutEZ/wigolo
KnockOutEZ/wigolo KnockOutEZ/wigolo

wigolo gives an AI agent one surface for everything web-related: search, fetch, crawl, extract, cache, find-similar, research, and autonomous gather loops.

Any other setup — any MCP client, agent framework, or self-hosted agent registers npx -y wigolo in its own MCP config.

ToolsTool What it does 🔎 search Multi-engine web search (18 direct adapters) with rank fusion, ML reranking, and an explainable per-result score.

🤖 agent Autonomous gather loop: plan → search → fetch → extract → synthesize, with a step log, time budget, and optional output schema.

search ( { query : 'local-first web search' , max_results : 5 } ) ; console .

1 day, 8 hours назад @ github.com
oblien/openship
oblien/openship oblien/openship

Quick Start · How It Works · Interfaces · Docs · ContributingQuick StartThere's one decision to make first: how you run Openship itself (the control plane).

Team / always-on — self-hosted serverInstall the CLI (it bundles the API + dashboard), then run openship — an interactive wizard creates the first admin, wires your domain, and installs Openship as a boot service.

openship open opens the dashboard · openship stop stops it · openship update upgrades · openship up --foreground runs attached.

Self-host with raw Docker Compose (no CLI) The self-hosted stack lives in docker/docker-compose.yml and pulls published images from GitHub Container Registry ( ghcr.io/oblien/* ) — no build tooling, n…

1 day, 8 hours назад @ github.com
ayghri/i-have-adhd
ayghri/i-have-adhd ayghri/i-have-adhd

English · 简体中文 · 日本語 · 한국어InstallClaude Code claude plugin marketplace add ayghri/i-have-adhd claude plugin install i-have-adhd@i-have-adhd Then type /i-have-adhd .

No local clone needed: Claude Code fetches the repo and keeps it updated.

Codex codex plugin marketplace add ayghri/i-have-adhd --ref main codex plugin add i-have-adhd@i-have-adhd Then type $i-have-adhd to apply the output style explicitly.

What it doesA skill for your coding assistant that stops it from burying the answer.

Tune itFork, edit skills/i-have-adhd/SKILL.md , then swap your copy in:claude plugin uninstall i-have-adhd # drop the upstream copy first: claude plugin marketplace remove i-have-adhd # fork and upstream shar…

1 day, 8 hours назад @ github.com
pingdotgg/t3code
pingdotgg/t3code pingdotgg/t3code

T3 CodeT3 Code is a minimal web GUI for coding agents (currently Codex, Claude, Cursor, and OpenCode, more coming soon).

InstallationWarning T3 Code currently supports Codex, Claude, Cursor, and OpenCode.

Install and authenticate at least one provider before use: Codex: install Codex CLI and run codex loginClaude: install Claude Code and run claude auth loginCursor: install Cursor CLI and run cursor-agent loginOpenCode: install OpenCode and run opencode auth loginRun without installingnpx t3@latestTip: Use npx t3@latest --help for the full CLI reference.

Desktop appInstall the latest version of the desktop app from GitHub Releases, or from your favorite package registry:Windows ( winget )wi…

2 days, 8 hours назад @ github.com
CoreBunch/Instatic
CoreBunch/Instatic CoreBunch/Instatic

Form data that's yours.

The analytics surface today is intentionally operational: dashboard status, audit history, and owned form data instead of third-party visitor tracking.

An Instatic plugin is a zip package with a manifest.

Fast because there's almost nothing to loadA published Instatic page is mostly just a file sitting on disk.

git clone https://github.com/corebunch/instatic.git cd instatic bun install bun run devOpen http://localhost:5173 .

2 days, 8 hours назад @ github.com
earthtojake/text-to-cad
earthtojake/text-to-cad earthtojake/text-to-cad

CAD SkillsCAD Skills is a library of agent skills for generating, inspecting, sourcing, slicing, and handing off CAD and robot-description artifacts from local project files.

Skill Summary Source CAD Creates and edits CAD models from plain-language or image requests, with STEP as the main output along with options to export to STL, 3MF and GLB.

skills/bambu-labs Implicit CAD Creates browser-native implicit CAD models using GLSL signed-distance fields and CAD Viewer raymarch rendering.

SkillsInstall CAD Skills with the Skills CLI:npx skills install earthtojake/text-to-cadThis is the preferred installation path.

PluginsProvider-native plugin installs are also available for Codex and Claude Co…

2 days, 8 hours назад @ github.com
shiyu-coder/Kronos
shiyu-coder/Kronos shiyu-coder/Kronos

Kronos: A Foundation Model for the Language of Financial MarketsKronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges.

Load the Tokenizer and ModelFirst, load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub.

For efficient processing of multiple time series, Kronos provides a predict_batch method that enables parallel prediction on multiple datasets simultaneously.

Before running any scripts, please modify the following paths according to your environment:qlib_data_path : Path to your local Qlib data directory.

3.2 Finetune the PredictorThis step finetunes the main Kronos model…

2 days, 8 hours назад @ github.com
ComposioHQ/awesome-claude-skills
ComposioHQ/awesome-claude-skills ComposioHQ/awesome-claude-skills

Claude Skills are reusable instruction packages that teach an AI agent how to handle a specific class of tasks.

By @coffeefuelbumpdeep-research - Execute autonomous multi-step research using Gemini Deep Research Agent for market analysis, competitive landscaping, and literature reviews.

Using Skills in Claude CodePlace the skill in ~/.config/claude-code/skills/ : mkdir -p ~ /.config/claude-code/skills/ cp -r skill-name ~ /.config/claude-code/skills/ Verify skill metadata: head ~ /.config/claude-code/skills/skill-name/SKILL.md Start Claude Code: claude The skill loads automatically and activates when relevant.

Using Skills via APIUse the Claude Skills API to programmatically load and manage …

3 days, 8 hours назад @ github.com
hyprwm/Hyprland
hyprwm/Hyprland hyprwm/Hyprland

Hyprland is a 100% independent, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.

It provides the latest Wayland features, is highly customizable, has all the eyecandy, the most powerful plugins, easy IPC, much more QoL stuff than other compositors and more...

InstallQuick StartConfigureContributeFeaturesAll of the eyecandy: gradient borders, blur, animations, shadows and much moreA lot of customization100% independent, no wlroots, no libweston, no kwin, no mutter.

Custom bezier curves for the best animationsPowerful plugin supportBuilt-in plugin managerTearing support for better gaming performanceEasily expandable and readable codebaseFast and active developmentNot afr…

3 days, 8 hours назад @ github.com
every-app/open-seo
every-app/open-seo every-app/open-seo

OpenSEOOpen source alternative to Semrush and AhrefsOpenSEO is an SEO tool for the people.

If tools like Semrush or Ahrefs are too expensive or bloated, OpenSEO is a pay-as-you-go alternative that you actually control.

Bring your own DataForSEO API key and pay only for what you use.

Either way, you need a DataForSEO API key to get SEO data.

CostsOpenSEO needs a DataForSEO API key so that you can get SEO data.

3 days, 8 hours назад @ github.com
Pumpkin-MC/Pumpkin
Pumpkin-MC/Pumpkin Pumpkin-MC/Pumpkin

PumpkinPumpkin is a Minecraft server built entirely in Rust, offering a fast, efficient, and customizable experience.

Compatibility : Supports the latest Java & Bedrock Minecraft server version while adhering to Vanilla game mechanics.

Security : Prioritizes security by preventing known security exploits.

: Prioritizes security by preventing known security exploits.

Entities Non-Living (Minecart, Eggs...) (W.I.P) Entity Effects Players Mobs (W.I.P) Animals (W.I.P) Entity AI Boss (W.I.P) Villagers (W.I.P) Entity SavingServer Plugins Query RCON Inventories Particles Chat Commands Permissions TranslationsProxy Bungeecord VelocityHow to runSee our Quick Start guide to get Pumpkin running.

3 days, 8 hours назад @ github.com
ruvnet/RuView
ruvnet/RuView ruvnet/RuView

three.js scene gallery at /three.js/ — five progressively richer ADR-097 demos: helpers, cinematic, GLTF skinned, FBX skinned, and a live MediaPipe→Mixamo retargeting feed driven by ESP32 CSI.

451 KB Easy breathing-sync Detects when two people breathe in sync 10 KB Hard cardiac-arrhythmia Spots irregular heartbeats and abnormal heart rhythms 8 KB Hard cough-detect Acoustic transient + spectral cough detector with 30s cluster aggregation.

451 KB Easy elevator-count Counts how many people are in an elevator 8 KB Med energy-audit Learns your schedule and cuts wasted energy 6 KB Med frost-warning Predicts frost 6 hours ahead via temperature trend + dewpoint-depression gate.

451 KB Easy water-le…

4 days, 8 hours назад @ github.com
rohitg00/ai-engineering-from-scratch
rohitg00/ai-engineering-from-scratch rohitg00/ai-engineering-from-scratch

Built-in agent skills (Claude, Cursor, Codex, OpenClaw, Hermes)Skill What it does /find-your-level Ten-question placement quiz.

Deploy as autonomous workers — you wrote the loop yourself in Phase 14.

content raise StepLimitExceeded outputs/skill-agent-loop.md ship it --- name : agent-loop description : ReAct-style loop for any tool list phase : 14 lesson : 01 --- Implement a minimal agent loop that... outputs/prompt-debug-agent.md You are an agent debugger.

Given the trace of an agent run, identify the step where the agent went wrong and explain why...░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ContentsTwenty phases.

After editing any lesson, ru…

4 days, 8 hours назад @ github.com
Технологии
Reddit: /r/technology/ Reddit: /r/technology/
последний пост 6 часов назад
Largest U.S. Grid May Cut Power to Data Centers to Prevent Blackouts
Largest U.S. Grid May Cut Power to Data Centers to Prevent Blackouts Largest U.S. Grid May Cut Power to Data Centers to Prevent Blackouts

submitted by /u/Plastic_Ninja_9014 [link] [comments]

6 часов назад @ reddit.com
Apple Will "Watch Everything Burn" When AI Bubble Bursts - Ed Zitron
Apple Will "Watch Everything Burn" When AI Bubble Bursts - Ed Zitron Apple Will "Watch Everything Burn" When AI Bubble Bursts - Ed Zitron

submitted by /u/ControlCAD [link] [comments]

7 часов назад @ reddit.com
'I Would Never Do This To You:' Protesting Flock, Arizona Man Presents Plan to Surveil Government Officials
'I Would Never Do This To You:' Protesting Flock, Arizona Man Presents Plan to Surveil Government Officials 'I Would Never Do This To You:' Protesting Flock, Arizona Man Presents Plan to Surveil Government Officials

submitted by /u/Plastic_Ninja_9014 [link] [comments]

7 часов назад @ reddit.com
Flock, Ring and Atlanta’s network of more than 28,000 integrated cameras haven’t improved city’s crime clearance rates
Flock, Ring and Atlanta’s network of more than 28,000 integrated cameras haven’t improved city’s crime clearance rates Flock, Ring and Atlanta’s network of more than 28,000 integrated cameras haven’t improved city’s crime clearance rates

submitted by /u/DukeOfGeek [link] [comments]

8 часов назад @ reddit.com
Ebay Has to Pay $55.7 Million in Settlement for Its Unhinged Harassment Campaign
Ebay Has to Pay $55.7 Million in Settlement for Its Unhinged Harassment Campaign Ebay Has to Pay $55.7 Million in Settlement for Its Unhinged Harassment Campaign

submitted by /u/slackmaster [link] [comments]

9 часов назад @ reddit.com
Is it illegal to trick the US government into wiping your phone during a questionably legal search | The case of a traveler who allegedly entered a ‘duress password’ to wipe his phone raises a legal question with no easy answers
Is it illegal to trick the US government into wiping your phone during a questionably legal search | The case of a traveler who allegedly entered a ‘duress password’ to wipe his phone raises a legal question with no easy answers Is it illegal to trick the US government into wiping your phone during a questionably legal search | The case of a traveler who allegedly entered a ‘duress password’ to wipe his phone raises a legal question with no easy answers

submitted by /u/Hrmbee [link] [comments]

11 часов назад @ reddit.com
Willie Nelson Urges Americans to Fight the Construction of Data Centers: They ‘Only Destroy the Environment Around Them’
Willie Nelson Urges Americans to Fight the Construction of Data Centers: They ‘Only Destroy the Environment Around Them’ Willie Nelson Urges Americans to Fight the Construction of Data Centers: They ‘Only Destroy the Environment Around Them’

submitted by /u/yourfavchoom [link] [comments]

12 часов назад @ reddit.com
SpaceX plan to launch 1 million data center satellites could turn atmosphere into a ‘fire pit,’ scientists say
SpaceX plan to launch 1 million data center satellites could turn atmosphere into a ‘fire pit,’ scientists say SpaceX plan to launch 1 million data center satellites could turn atmosphere into a ‘fire pit,’ scientists say

submitted by /u/Dangerous_Tomato7333 [link] [comments]

12 часов назад @ reddit.com
eBay has agreed to pay nearly $50 million to couple sent cockroaches, bloody pig mask
eBay has agreed to pay nearly $50 million to couple sent cockroaches, bloody pig mask eBay has agreed to pay nearly $50 million to couple sent cockroaches, bloody pig mask

submitted by /u/ansyhrrian [link] [comments]

13 часов назад @ reddit.com
Why Are Gay Bars Building Databases of Their Patrons?
Why Are Gay Bars Building Databases of Their Patrons? Why Are Gay Bars Building Databases of Their Patrons?

submitted by /u/HumbleRestaurant790 [link] [comments]

13 часов назад @ reddit.com
Every tech IPO cycle promised to spread wealth around. None of them ever did
Every tech IPO cycle promised to spread wealth around. None of them ever did Every tech IPO cycle promised to spread wealth around. None of them ever did

submitted by /u/zsreport [link] [comments]

13 часов назад @ reddit.com
Texas residents gather signatures to make recalls easier after data center approvals
Texas residents gather signatures to make recalls easier after data center approvals Texas residents gather signatures to make recalls easier after data center approvals

submitted by /u/Just-Grocery-2229 [link] [comments]

14 часов назад @ reddit.com
eBay reaches $56 million settlement with couple it terrorized in 2019 — Executives used sock puppet social media accounts to send items including a funeral wreath, a bloody pig mask, live spiders and cockroaches
eBay reaches $56 million settlement with couple it terrorized in 2019 — Executives used sock puppet social media accounts to send items including a funeral wreath, a bloody pig mask, live spiders and cockroaches eBay reaches $56 million settlement with couple it terrorized in 2019 — Executives used sock puppet social media accounts to send items including a funeral wreath, a bloody pig mask, live spiders and cockroaches

submitted by /u/marketrent [link] [comments]

14 часов назад @ reddit.com
Anthropic destroyed millions of print books to build its AI models
Anthropic destroyed millions of print books to build its AI models Anthropic destroyed millions of print books to build its AI models

submitted by /u/159551771 [link] [comments]

14 часов назад @ reddit.com
Apple becomes second ever $5tn company as investors flee AI stocks
Apple becomes second ever $5tn company as investors flee AI stocks Apple becomes second ever $5tn company as investors flee AI stocks

submitted by /u/No_Idea_Guy [link] [comments]

15 часов назад @ reddit.com
Pinboard: Popular Pinboard: Popular
последний пост 4 часа назад
Ed Zitron: Apple Will 'Watch Everything Burn' When the AI Bubble Bursts - MacRumors
Ed Zitron: Apple Will 'Watch Everything Burn' When the AI Bubble Bursts - MacRumors Ed Zitron: Apple Will 'Watch Everything Burn' When the AI Bubble Bursts - MacRumors

Then there are the data centers.

One of OpenAI's "Stargate" data centers (image credit: OpenAII don't think any of them turn a profit, no.

If we assume that even half of that is AI data centers, they need to make over $1.5 trillion in brand spanking new profit, not revenue, but actual profit, to justify any of these expenditures.

So, I think Apple Intelligence was both the worst and best thing to happen to Apple as far as the AI bubble goes.

I think Apple is in a very weird place at the moment.

4 часа назад @ macrumors.com
Understanding large values: It's our ethical duty
Understanding large values: It's our ethical duty Understanding large values: It's our ethical duty

Here's where 1 million falls on that line:Most of us are terrible at understanding large values.

Our world is increasingly moving towards extreme values: Damages from climate change, deaths due to genocide, wealth that knows no bounds.

I think this is one of the clearest ways to understand the extreme differences between million, billion and trillion.

Another way to grasp large values is to convert them to distances.

On average, people offered to pay roughly the same amount — $80, $78 and $88 — no matter how many birds were at stake.

4 часа назад @ not-ship.com
vercel-labs/scriptc: TypeScript-to-Native Compiler
vercel-labs/scriptc: TypeScript-to-Native Compiler vercel-labs/scriptc: TypeScript-to-Native Compiler

No annotations, no dialect — the same TypeScript you run on Node, type-checked by the real TypeScript compiler and compiled to native.

Rejected — everything else fails with a specific error code, a code frame, and usually a rewrite hint.

— every corpus program (800+ tests) runs under Node and as a native binary; stdout, stderr, and exit codes must match byte-for-byte.

packages/cli — scriptc build | run | coverage .

Re-run pnpm test:sandbox:image when the Dockerfile's Node, pnpm, or system dependencies change.

4 часа назад @ github.com
Open-Weights-and-American-AI-Leadership (NVIDIA, ...)
Open-Weights-and-American-AI-Leadership (NVIDIA, ...)

In the 1980s, early open-source software pioneers challenged the prevailing belief that software would advance only if companies kept tight control over their code. This movement pushed for a transparent ecosystem where developers around the world could study, modify, and improve software. Software developed by the open-source community now supports most of the internet and underlies systems used by the world’s largest technology companies, as well as the U.S. military and federal agencies conducting scientific research, cybersecurity, and other critical missions. Open source did more than lower the cost of software; it created a shared foundation of knowledge on which generations of Americ…

4 часа назад @ images.nvidia.com
Our position on open-weights models Anthropic
Our position on open-weights models Anthropic Our position on open-weights models Anthropic

Reports suggest that some US officials are considering banning the use of Chinese open-weights models by US companies.

In response, many tech companies have signed a letter supporting open-weights models, and some people have even accused Anthropic of wanting to ban open-weights models as a means of protecting our business.

A blanket ban on open-weights models is neither the correct remedy nor something we have called for 4 .

A blanket ban on open-weights models is neither the correct remedy nor something we have called for .

To summarize my and Anthropic’s position, we have not and are not advocating for a ban on open-weights models as a category.

4 часа назад @ anthropic.com
We used to be able to buy things in this country
We used to be able to buy things in this country We used to be able to buy things in this country

It’s longer than my usual posts, and gets into some detail about shoplifting and the retail industry, but I hope you’ll agree that it’s worth it.

But industry executives and right wing media favored a third explanation: stores were on the run from rampant crime.

Retail stores, on the other hand, exist in a shadow of the Bezos Behemoth, which made their decision to degrade the in-store shopping experience a disaster.

Even more egregiously, the NRF claimed that half of all retail shrink in 2021 was due to organized retail crime, which would have been truly unprecedented if true.

A Walgreens executive admitted that “maybe we cried too much” about shoplifting and organized retail crime.

4 часа назад @ dannykatch.substack.com
The Rise of Intelligence Ownership: a task-trained open source model vs the frontier
The Rise of Intelligence Ownership: a task-trained open source model vs the frontier The Rise of Intelligence Ownership: a task-trained open source model vs the frontier

Part IEveryone asked the same questionSince ChatGPT launched in 2022, business leaders have been asking the same question: what can AI do for us?

The answer began with low-risk tasks: summarizing documents, drafting emails, producing first drafts that a human would edit.

While a lot of time, energy and tokens have been invested in AI adoption, measurable outcomes have barely been achieved at scale.

However, some companies embraced being AI-first and saw enormous gains in productivity, revenue, and cost, while others lagged behind or failed to change their organizations enough to reach high ROI.

Recent data from corporate expense management platform Ramp reveals a stark contrast in performan…

4 часа назад @ fermisense.com
Librarians are hosting viral 'Avoiding AI' workshops for people who are fed up with Big Tech | TechCrunch
Librarians are hosting viral 'Avoiding AI' workshops for people who are fed up with Big Tech | TechCrunch Librarians are hosting viral 'Avoiding AI' workshops for people who are fed up with Big Tech | TechCrunch

“It’s important, especially when it can be so difficult not to use them, and when the design seems to force adoption.”Charlie Bailey hosts an “Avoiding AI” workshop.

Image Credits:TechCrunchBailey got the idea for the Avoiding AI workshop from Hannah Cyrus, a librarian in Maine.

But so many people expressed interest in her first Avoiding AI workshop that she had to cut off registration at 30 people, open a waitlist, and share the workshop on Zoom.

The library’s Instagram post about the “Avoiding AI” event got over 2,000 likes and 220 shares, whereas most of the library’s posts don’t get more than a few dozen likes.

“As an information professional, it feels good to see people skeptical of AI…

4 часа назад @ techcrunch.com
Fonts In Use – Type at work in the real world.
Fonts In Use – Type at work in the real world. Fonts In Use – Type at work in the real world.

Tales from the Trenches of New York by S.R.

1 day, 4 hours назад @ fontsinuse.com
Emily Wilson · An Uncomplicated Man
Emily Wilson · An Uncomplicated Man Emily Wilson · An Uncomplicated Man

The race-neutral casting of Nolan’s Odyssey was inevitably deplored in some quarters.

One of Odysseus’ funniest (and most famous) tricks in Homer is to tell Polyphemus that his name is ‘No Man’.

In contrast to the relatively positive representation of cunning intelligence in Homer’s Odyssey, Virgil makes Ulysses cruel and predatory; Sinon is his deceitful accomplice.

Many of the film’s implicit values directly contradict those of Homer’s poem.

Nolan’s Odyssey lacks many of the elements that make the poem great.

1 day, 4 hours назад @ lrb.co.uk
decker
decker

Decker is a multimedia platform for creating and sharing interactive documents, with sound, images, hypertext, and scripted behavior. You can try it in your web browser right now.

1 day, 4 hours назад @ beyondloom.com
Datatype — variable font that turns text into charts
Datatype — variable font that turns text into charts Datatype — variable font that turns text into charts

@font-face { font-family : 'Datatype' ; src : url('Datatype.woff2') format('woff2') ; font-display : swap ; } .chart { font-family : 'Datatype', sans-serif ; font-variation-settings : 'wdth' 15 ; font-weight : 400 ; }Sales {l:20,40,70,50,90} are up.

Budget {p:73} utilized.

Results {b:30,70,20,90} by quarter.

{b:15,45,80,30,60} {b:15,45,80,30,60} 5 bars — values set bar height as a percentageSparklines {l:values} Comma-separated values, each 0–100.

{l:10,40,25,70,50,90,35} {l:10,40,25,70,50,90,35} 7 points — values set point height as a percentage

1 day, 4 hours назад @ franktisellano.github.io
https://kirwinhampshire.substack.com/p/the-dark-night-of-mathematics
https://kirwinhampshire.substack.com/p/the-dark-night-of-mathematics https://kirwinhampshire.substack.com/p/the-dark-night-of-mathematics

Mathematicians, math enthusiasts, and curious laypeople are responding to these developments in ways that I believe obscure what is, for me, the true heart of the problem.

We can still practice mathematics, learn mathematics, teach mathematics and do mathematics together.

We can even still write proofs for fun, in our old-fashioned inefficient way.

Human mathematics is Talmudic.

The story of human discovery and the triumph of the human spirit will soon be excised from this discipline.

1 day, 4 hours назад @ kirwinhampshire.substack.com
Modern email can be built from borrowed parts | Andros Fenollosa
Modern email can be built from borrowed parts | Andros Fenollosa Modern email can be built from borrowed parts | Andros Fenollosa

Threads : in_reply_to and references by content hash.

: and by content hash.

Duplicates on retry : the message id is the hash of its content, so retries are idempotent and the receiver deduplicates by construction.

: the message id is the hash of its content, so retries are idempotent and the receiver deduplicates by construction.

And if you ever send your first HMTP message, I'd love to hear about it.

1 day, 4 hours назад @ en.andros.dev
oppi.li/stinkpot at main · Tangled
oppi.li/stinkpot at main · Tangled

sqlite-backed shell history

1 day, 4 hours назад @ tangled.org
Changelog Changelog
последний пост 1 week назад
Canary tokens and digital tripwires
Canary tokens and digital tripwires Canary tokens and digital tripwires

Buildkite – You deserve better CI.

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Learn more at WorkOS.com and AuthKit.com

1 week назад @ changelog.com
From open source hits to OpenAI
From open source hits to OpenAI From open source hits to OpenAI

Coder.com – Secure environments where devs and agents work in parallel.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Learn more at WorkOS.com and AuthKit.comNotion – Custom Agents that automate the busywork so your team can focus on real work.

Try them free at notion.com/changelogFly.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
MCP on Code Mode
MCP on Code Mode MCP on Code Mode

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

2 months, 2 weeks назад @ changelog.com
Automation at the speed of Swamp
Automation at the speed of Swamp Automation at the speed of Swamp

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

2 months, 2 weeks назад @ changelog.com
Bitwarden CLI compromised
Bitwarden CLI compromised Bitwarden CLI compromised

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.

3 months назад @ changelog.com
Exploring with agents
Exploring with agents Exploring with agents

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

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

When agents help developers write code in minutes, validation becomes your bottleneck.

RWX gives agents programmatic control, sub-second cached builds, and semantic outputs they can act on.

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 Wire…

3 months назад @ changelog.com
Astral has been acquired by OpenAI
Astral has been acquired by OpenAI Astral has been acquired by OpenAI

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.

4 months назад @ changelog.com
From Tailnet to platform
From Tailnet to platform From Tailnet to platform

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!

4 months, 2 weeks назад @ changelog.com
Big change brings big change
Big change brings big change Big change brings big change

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.

4 months, 2 weeks назад @ changelog.com
Finale & Friends
Finale & Friends Finale & Friends

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.

4 months, 4 weeks назад @ changelog.com
Opus 4.5 changed everything
Opus 4.5 changed everything Opus 4.5 changed everything

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.

5 months назад @ changelog.com
The mythical agent-month
The mythical agent-month The mythical agent-month

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.

5 months назад @ changelog.com
Selling SDKs in the era of many Claudes
Selling SDKs in the era of many Claudes Selling SDKs in the era of many Claudes

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.

5 months, 1 week назад @ changelog.com
All the Claw things
All the Claw things All the Claw things

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.

5 months, 1 week 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.

5 months, 2 weeks назад @ changelog.com
ZDNet ZDNet
последний пост 1 час назад
Get Apple Music's student discount plus Apple TV for just $6 a month - here's how
Get Apple Music's student discount plus Apple TV for just $6 a month - here's how

Students can save big on an Apple Music subscription. Here's how to get it.

1 час назад @ zdnet.com
5 ways I speed up my Android phone beyond clearing system cache - all for free
5 ways I speed up my Android phone beyond clearing system cache - all for free 5 ways I speed up my Android phone beyond clearing system cache - all for free

Also: Slow Android phone?

For this list, I'll be focusing on Android phones, with advice applicable to models from Samsung, Google, and Motorola.

Animation scalingOne of the first things I do when setting up a new Android phone is reduce the animation scale in the phone's developer options.

Screenshot by Kerry Wan/ZDNETNext, go into the developer options and scroll down until you find a section with Window animation scale, Transition animation scale, and Animator duration scale.

Sideloading APKsIt happens quite often when an app developer rolls out an update, only for the app to crash or bog down.

2 часа назад @ zdnet.com
12 keychain gadgets worth carrying every day (and why they're worth it)
12 keychain gadgets worth carrying every day (and why they're worth it)

We test dozens of gadgets each year - these are some of our favorite keychain accessories we're still using.

15 часов назад @ zdnet.com
You can lease an iPhone through Klarna now - but should you? I did the math
You can lease an iPhone through Klarna now - but should you? I did the math You can lease an iPhone through Klarna now - but should you? I did the math

Apple Upgrade is best for those who like to upgrade their iPhone annually.

Apple Upgrade, the company's new device leasing program, allows customers to lease devices through the buy-now, pay-later giant Klarna for 12-, 24-, or 36-month periods before upgrading.

Apple Upgrade replaces the iPhone Upgrade Program, a 24-month financing plan, and lets customers forgo bundled AppleCare and complete only a soft credit check to determine lease eligibility.

Like the original iPhone Upgrade Program, Apple Upgrade is ideal for people who want to upgrade their iPhone to the latest generation each year, and are comfortable with leasing it -- not owning it outright.

So whether you lease through Apple Upg…

16 часов назад @ zdnet.com
How much storage does your phone really need in 2026? Probably less than you think
How much storage does your phone really need in 2026? Probably less than you think How much storage does your phone really need in 2026? Probably less than you think

You probably need less storage than you think.

Also: How much RAM does your phone really need in 2026?

Aside from apps, videos are probably the single biggest storage hog.

Unless you're downloading a lot of intensive apps and keeping videos locally instead of the cloud, you probably need less storage than you think.

Phone storage breakdown64GBMotorola G Play Cesar Cadenas/ZDNETThis is the absolute minimum for storage in 2026.

17 часов назад @ zdnet.com
How to remap the Copilot key on your keyboard to something more helpful
How to remap the Copilot key on your keyboard to something more helpful How to remap the Copilot key on your keyboard to something more helpful

Two ways to remap your keyboard's Copilot keyUntil then, there are a couple of key (pardon the pun) ways to remap the Copilot key to something more helpful.

Remap the key in Windows settings You can remap the key directly in Windows settings, though your options are extremely limited.

Under Shortcuts & hotkeys, the setting for "Customize Copilot key on keyboard" may be set to Copilot.

Use the Keyboard Manager in Microsoft's PowerToys Microsoft's free PowerToys utility offers a keyboard remapping tool called Keyboard Manager.

Scroll through the list of choices and select the key you wish to activate when you press the Copilot key.

18 часов назад @ zdnet.com
Is your smart TV a secret proxy? LG to suspend rogue apps, Samsung sets impacted too
Is your smart TV a secret proxy? LG to suspend rogue apps, Samsung sets impacted too Is your smart TV a secret proxy? LG to suspend rogue apps, Samsung sets impacted too

ZDNET's key takeawaysLG is cracking down on apps that quietly turn smart TVs into residential proxies.

The cybersecurity firm examined 6,038 smart TV apps across LG's webOS and Samsung's Tizen platforms.

Of the LG apps investigated during the research, 42.5% contained residential proxy functionality.

Going forward, LG plans to improve its smart TV app vetting process, including for those that incorporate SDKs for residential proxy functionality.

Review any remaining apps on your smart TV to see if there is any evidence of residential proxy demands.

19 часов назад @ zdnet.com
Did ransomware attacks really decline? Here are your business' 4 best defenses
Did ransomware attacks really decline? Here are your business' 4 best defenses Did ransomware attacks really decline? Here are your business' 4 best defenses

Criminals behind a ransomware attack will demand payment in return for a decryption key -- which may or may not work.

In total, NCC Group recorded 2,229 ransomware attacks, compared to 2,165 in Q1 2026, which in turn saw a 3% decrease (.PDF) from Q4 2005.

Also: Why this fully agentic ransomware attack is giving researchers nightmaresLet's compare this with Check Point data.

Defense advice for your organizationIf we assume the worst -- that ransomware attacks are not in decline at all -- how should your business prepare for the worst?

Cybersecurity experts make the following four recommendations:Also: Best VPN services: Expert tested and recommendedVPNs: NCC Group's latest report suggests th…

20 часов назад @ zdnet.com
I tested Sonos' new beta features on iOS and Android - how to opt in and what to expect
I tested Sonos' new beta features on iOS and Android - how to opt in and what to expect

Sonos's software comeback is nearly complete, with small but mighty fixes. Here's everything you need to know.

20 часов назад @ zdnet.com
Why Apple's iOS 26.6 is worth installing (it's not just for the 91 security fixes)
Why Apple's iOS 26.6 is worth installing (it's not just for the 91 security fixes) Why Apple's iOS 26.6 is worth installing (it's not just for the 91 security fixes)

ZDNET's key takeawaysApple's iOS 26.6 preps your phone for Siri AI searches.

Apple has pushed out iOS 26.6, likely its last update for the current operating system.

On its support page for iOS 26.6, Apple says that this update optimizes the Spotlight index to prepare for iOS 27.

iOS 26.6 will kickstart this process, so the index is already built by the time you update to iOS 27.

Still, if you do have the right type of phone, installing iOS 26.6 will let you tap into Siri AI for Spotlight searches more quickly once you've moved to iOS 27.

20 часов назад @ zdnet.com
Token-maxing is an AI cost sink - how to use agents without busting your budget
Token-maxing is an AI cost sink - how to use agents without busting your budget Token-maxing is an AI cost sink - how to use agents without busting your budget

ZDNET's key takeawaysToken-maxing to support agentic AI is unsustainable.

Agentic AI is set to transform how every business operates -- and creating a cost-effective technique for exploring agents is an urgent priority, suggested Lucas.

Letting people shineSnowflake CEO Sridhar Ramaswamy recognized that token consumption is on the rise, even in his own organization.

Like Luizzi, Sitaraman said guidelines can help set tight boundaries for token consumption.

And at some point, if we look at all the companies investing crazy money into agentic AI, the bill will come back."

20 часов назад @ zdnet.com
You've been using your power bank wrong, and airline rules make that obvious
You've been using your power bank wrong, and airline rules make that obvious

Many of the things you're not allowed to do on an aircraft are things you shouldn't be doing at all.

21 час назад @ zdnet.com
AIO Launcher is one of the coolest minimal Android launchers I've used - and it's free
AIO Launcher is one of the coolest minimal Android launchers I've used - and it's free AIO Launcher is one of the coolest minimal Android launchers I've used - and it's free

ZDNET key takeawaysAIO Launcher is an information-centric Android launcher.

It took me long enough, but I finally found what I've been looking for: AIO Launcher.

And although the tool might not have an abundance of themes, what it does have is as good-looking as any theme on any Android launcher I've used.

By the way, I also tested AIO Launcher on an Android tablet, and it's just as good.

Screenshot by Jack Wallen/ZDNETYou can install AIO Launcher from the Google Play Store and use it for free.

22 часа назад @ zdnet.com
My 5 favorite Windows Insider features in 2026 so far
My 5 favorite Windows Insider features in 2026 so far My 5 favorite Windows Insider features in 2026 so far

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.

22 часа назад @ zdnet.com
Get Spotify's student discount plus Hulu for just $6 a month - here's how
Get Spotify's student discount plus Hulu for just $6 a month - here's how

If you're a college student, Spotify has an exclusive bundle that can save you cash on music and streaming. Here's how to get it.

1 day, 1 hour назад @ zdnet.com
TechCrunch TechCrunch
последний пост 10 часов назад
Cyera agrees to acquire Oasis Security for $1B to safeguard proliferating AI agents
Cyera agrees to acquire Oasis Security for $1B to safeguard proliferating AI agents

The deal is Cyera's third acquisition this year.

10 часов назад @ techcrunch.com
Bot-detection startup Spur nabs $200M from Insight
Bot-detection startup Spur nabs $200M from Insight

Spur Intelligence has raised a $200 million round from Insight Partners for its tech that can identify legit human traffic from bots.

13 часов назад @ techcrunch.com
MCP startup Runlayer accuses Rippling of stealing its product idea
MCP startup Runlayer accuses Rippling of stealing its product idea

Runlayer is suing Rippling after Rippling evaluated the startup's MCP gateway product and then opted to build one itself.

13 часов назад @ techcrunch.com
Sam Altman is ready to decelerate
Sam Altman is ready to decelerate

His change of position comes after "the first security incident that I have felt very viscerally."

14 часов назад @ techcrunch.com
Ozlo’s Sleepbuds 2 build on Bose’s sleep earbud legacy
Ozlo’s Sleepbuds 2 build on Bose’s sleep earbud legacy

Ozlo’s first major update to its sleep earbuds introduces longer battery life, improved connectivity, enhanced audio, and new sleep features as the startup continues the product line once abandoned by Bose.

15 часов назад @ techcrunch.com
The robot NASA hired to lift a orbital telescope is tumbling out of control
The robot NASA hired to lift a orbital telescope is tumbling out of control

According to NASA, two of the three reaction wheels that control the spacecraft's alignment have failed, and there are problems with one of the spacecraft's thruster systems.

15 часов назад @ techcrunch.com
Waymo, robotaxi operators face fresh scrutiny over emergency response failures
Waymo, robotaxi operators face fresh scrutiny over emergency response failures

Rep. Kevin Mullin (D-California ) has proposed a bill that would direct federal regulators to establish minimum national safety standards for autonomous vehicle operators.

15 часов назад @ techcrunch.com
eBay reaches $56M settlement with e-commerce newsletter writers it terrorized in 2019
eBay reaches $56M settlement with e-commerce newsletter writers it terrorized in 2019

Ina and David Steiner inspired the ire of high-level eBay executives after occasionally criticizing the company in their newsletter. In 2019, a plot was concocted to intimidate the couple into halting their negative coverage.

16 часов назад @ techcrunch.com
These App Store hidden gems prove there’s still room for great software in the AI era
These App Store hidden gems prove there’s still room for great software in the AI era

Despite predictions that AI agents could make traditional apps obsolete, developers are shipping new software faster than ever. From smarter bookmarking tools and neighborhood marketplaces to digital pen pals and nature journals, here are the latest App Store finds worth adding to your Home Screen.

16 часов назад @ techcrunch.com
HBO Max embraces vertical video with a new ‘Shorts’ feed
HBO Max embraces vertical video with a new ‘Shorts’ feed

HBO Max, like other streaming platforms, is rethinking content discovery as large libraries are making it hard for viewers to find something to watch and as audiences become accustomed to short-form content on platforms like TikTok and Instagram Reels.

16 часов назад @ techcrunch.com
Saudi prince buys 5% stake in Lucid Motors
Saudi prince buys 5% stake in Lucid Motors

The investment comes after speculation that Saudi Arabia may take Lucid Motors private -- which the EV maker has denied.

17 часов назад @ techcrunch.com
Data centers may face temporary power cuts to prevent blackouts on largest US grid
Data centers may face temporary power cuts to prevent blackouts on largest US grid

The largest grid operator in the U.S. says it will cut power to large data centers to prevent blackouts starting next year.

18 часов назад @ techcrunch.com
PayPal leaves the door open to a higher takeover offer following earnings beat
PayPal leaves the door open to a higher takeover offer following earnings beat

After reporting better-than-expected Q2 results, PayPal said it remains focused on its AI-driven turnaround, but would consider a deal that creates more value for shareholders.

19 часов назад @ techcrunch.com
Elon Musk’s X Money app is rolling out in the U.S.
Elon Musk’s X Money app is rolling out in the U.S.

The app is currently available to X Premium and Premium+ subscribers in the U.S.

19 часов назад @ techcrunch.com
WhatsApp now lets you make calls using its web app
WhatsApp now lets you make calls using its web app

Similar to the smartphone and desktop apps, the web app will support the calling features such as screen-sharing and reactions.

19 часов назад @ techcrunch.com
Slashdot Slashdot
последний пост 1 час назад
Your Brain Can Rewire Itself To Allow True Multitasking
Your Brain Can Rewire Itself To Allow True Multitasking Your Brain Can Rewire Itself To Allow True Multitasking

alternative_right shares a report from ScienceAlert: [I]n a new study published in the Journal of Cognitive Neuroscience, researchers from Georgetown University Medical Center in the U.S. have revealed that we can put certain tasks on autopilot in a way that enables something closer to true multitasking. Driving is the perfect example: When you take your test, your entire mental and physical energy is concentrated on executing the right combinations of movements and thoughts. After a decade behind the wheel, the brain is no longer consciously thinking everything through in great detail. In the new study, the researchers found that after extensive practice, the brain can effectively reroute …

1 час назад @ science.slashdot.org
Trump Administration Bans New Chinese Humanoid Robots
Trump Administration Bans New Chinese Humanoid Robots Trump Administration Bans New Chinese Humanoid Robots

The Trump administration has banned newly authorized foreign-made humanoid and four-legged robots, along with power inverters, citing "unacceptable risks" to the country's national security. FCC chairman Brendan Carr said the agency was doing its part "to secure America's critical supply chains." The BBC reports: The FCC has added the items to its Covered List -- a register of goods and services that are deemed a risk to US national security. The ban applies to new foreign-produced advanced robotic devices and power inverters and does not prevent the sale or import of any existing models that had been previously authorized by the FCC. The FCC cited concerns that the use of foreign-made inve…

5 часов назад @ hardware.slashdot.org
Workplaces Look For Cheaper AI As 'Tokenmaxxing' Fades As a Corporate Fad
Workplaces Look For Cheaper AI As 'Tokenmaxxing' Fades As a Corporate Fad Workplaces Look For Cheaper AI As 'Tokenmaxxing' Fades As a Corporate Fad

An anonymous reader quotes a report from the Associated Press: A corporate fad of "tokenmaxxing" on artificial intelligence technology is hitting its limits as workplaces throwing AI at everything are seeing the costs rise without a similar spike in productivity. What started as tech industry-fueled springtime hype over squeezing as much AI-generated work as possible out of products like OpenAI's ChatGPT and Anthropic's Claude has shifted to a summertime backlash. [...] Just a few months ago, Silicon Valley executives were promoting high token consumption as a signal of high-performing employees. The stereotypical tokenmaxxer was staying up late -- perhaps ignoring their significant other -…

7 часов назад @ news.slashdot.org
Apple Retires iPhone Upgrade Program For Klarna-Backed Leases
Apple Retires iPhone Upgrade Program For Klarna-Backed Leases Apple Retires iPhone Upgrade Program For Klarna-Backed Leases

Apple has replaced its iPhone Upgrade Program with Apple Upgrade, a Klarna-backed U.S. leasing service covering most iPhones, iPads, Macs, and Apple Watches. MacRumors reports: Apple Upgrade has lower base prices than the iPhone Upgrade Program, with iPhones available starting at $17.99 per month and the Apple Watch available starting at $11.99 per month. Macs can be leased starting at $24.99 per month, and iPads start at $11.99 per month. AppleCare+ is optional and not included in the lease price, with customers also able to opt for AppleCare One. There are 12-month and 24-month leasing options for the iPhone and Apple Watch, along with 24-month and 36-month leasing options for the Mac and…

11 часов назад @ mobile.slashdot.org
AI-Found Bugs Aren't Proving Any Easier to Exploit Despite the Hype
AI-Found Bugs Aren't Proving Any Easier to Exploit Despite the Hype AI-Found Bugs Aren't Proving Any Easier to Exploit Despite the Hype

AI-assisted vulnerability discovery has yet to produce the expected surge in real-world attacks: VulnCheck found that only 14 of 1,061 attributed discoveries, or 1.3 percent, had been exploited, which is "almost identical to the rate across all vulnerabilities in VulnCheck's dataset," reports The Register. "That's a far cry from the narrative that frontier AI is dramatically tilting the balance in attackers' favor by churning out instantly weaponizable bugs." The findings suggest AI is currently better at increasing the volume of bugs found than making them easier to weaponize. From the report: The report takes particular aim at Anthropic's much-publicized Project Glasswing, unveiled in Apr…

12 часов назад @ it.slashdot.org
eBay Reaches $56 Million Settlement With E-Commerce Newsletter Writers It Terrorized In 2019
eBay Reaches $56 Million Settlement With E-Commerce Newsletter Writers It Terrorized In 2019 eBay Reaches $56 Million Settlement With E-Commerce Newsletter Writers It Terrorized In 2019

eBay and several former executives have agreed to pay $56 million to Ina and David Steiner, the newsletter writers targeted in a 2019 corporate harassment campaign that involved threats, surveillance attempts, and deliveries of live insects and other disturbing items. The settlement closes the couple's civil case after seven former employees pleaded guilty to criminal charges related to the scheme. TechCrunch reports: Ina and David Steiner, a married couple and the co-authors of EcommerceBytes, inspired the ire of high-level eBay executives after occasionally criticizing the company in their newsletter. In 2019, a plot was concocted to intimidate the couple into halting their negative cover…

13 часов назад @ news.slashdot.org
Anthropic AI Model Finds Flaws in Tough-to-Crack Encryption Algorithms
Anthropic AI Model Finds Flaws in Tough-to-Crack Encryption Algorithms Anthropic AI Model Finds Flaws in Tough-to-Crack Encryption Algorithms

Anthropic's Claude Mythos Preview has "found flaws in a weakened version of a digital encryption standard that is in pervasive use throughout the internet," reports The New York Times. Researchers said the model discovered novel attacks against weakened versions of AES and the experimental post-quantum HAWK system, including one that was 200 to 1,000 times faster than previous human-developed methods. From the report: The flaws identified do not concern a cryptographic standard currently in use today, which means that modern banking and communication systems are not subject to immediate potential intrusions from A.I. Instead, Anthropic's technology cracked a watered-down version of an algor…

14 часов назад @ it.slashdot.org
Judge Blocks First State Law That Would Have Banned Prediction Markets
Judge Blocks First State Law That Would Have Banned Prediction Markets Judge Blocks First State Law That Would Have Banned Prediction Markets

An anonymous reader quotes a report from Ars Technica: Minnesota, the first US state to prohibit prediction markets, was prevented from enforcing the law by a federal court ruling just days before the ban was scheduled to take effect. But while Minnesota was stopped from enforcing a total ban, the state may ultimately be allowed to prohibit some types of prediction-market wagers. The Trump administration and the two largest prediction markets -- Kalshi and Polymarket -- sued Minnesota after the state enacted the law in May. The cases were consolidated, and a ruling (PDF) issued yesterday imposed a preliminary injunction blocking the law that was scheduled to take effect on August 1. Minneso…

15 часов назад @ yro.slashdot.org
DEF CON Bans Meta-Style 'Pervert Glasses'
DEF CON Bans Meta-Style 'Pervert Glasses' DEF CON Bans Meta-Style 'Pervert Glasses'

DEF CON has banned "Meta-style glasses with recording capabilities," with no exceptions being made even for those with prescription versions. "Be sure to pack non-violating eyewear if you need them," DEF CON said. The Register reports: [The conference's official photo policy] has not been updated since 2023, predating the recent growth of camera-equipped eyewear developed by Meta with EssilorLuxottica under its Ray-Ban and Oakley brands. It states that public photography is permitted but with several caveats that essentially prohibit capturing the image of anyone, except on-stage speakers, unless the photographer obtains consent from the subject(s). "Love to see a 'no pervert glasses' polic…

16 часов назад @ yro.slashdot.org
GrapheneOS Defends Data-Wiping Function That Blocked US Border Search
GrapheneOS Defends Data-Wiping Function That Blocked US Border Search GrapheneOS Defends Data-Wiping Function That Blocked US Border Search

GrapheneOS is defending its duress-password feature after an environmental activist used it to wipe his Pixel phone during a U.S. Customs search and was later indicted for allegedly destroying property under government control. The nonprofit says the operating system is "completely legal," cannot recover the erased data, and should not be weakened with encryption backdoors. Meanwhile, the activist faces up to five years in prison if found guilty. PCMag reports: In a post on Saturday, the Canadian nonprofit behind the operating system, the GrapheneOS Foundation, explained that the software offers a range of features to prevent data extraction. For example, one safeguard is the "auto-reboot t…

17 часов назад @ yro.slashdot.org
Review Roundup: Framework Laptop 13 Pro
Review Roundup: Framework Laptop 13 Pro Review Roundup: Framework Laptop 13 Pro

The review embargo has lifted for the new Framework Laptop 13 Pro, and the consensus across the board is that it is a massive leap forward in terms of build quality and battery life. The main issue reviewers complained about is the sky-high price, with the higher-end model jumping dramatically from $2,100 up to $2,900 due to the memory shortage crisis. (Some note that the price "nearly doubled" overnight while they were in the middle of testing.) In his video review, Marques Brownlee says, "This is their best build yet. They're finally doing what people have been asking for: a premium... modular... laptop." ZDNET agrees that this device "represents a new approach for Framework and a maturat…

18 часов назад @ hardware.slashdot.org
Tons of Peoples' Claude Chats and Creations Are Exposed On Google
Tons of Peoples' Claude Chats and Creations Are Exposed On Google Tons of Peoples' Claude Chats and Creations Are Exposed On Google

An anonymous reader quotes a report from 404 Media: Claude is exposing a wealth of users' chats and creations in Google search results, meaning anyone can dig through conversations or other material that people used Claude to make but may not have realized were publicly available for strangers to see. The exposed data includes an AI-powered therapy app that someone appears to have vibe-coded, notes on meetings, and a dashboard someone made apparently to analyze medical billing data. Exposed chats reportedly include private cryptocurrency wallet keys and personal information like peoples' addresses Like other chatbots, Claude lets people share their conversations with others by creating a pu…

19 часов назад @ yro.slashdot.org
Arizona State Launches Influencer Degree Where Students Must Gain Real Followers
Arizona State Launches Influencer Degree Where Students Must Gain Real Followers Arizona State Launches Influencer Degree Where Students Must Gain Real Followers

Arizona State University has launched a 120-credit bachelor's degree in content creation that teaches video, podcasting, branding, analytics, media law, and social strategy. For their capstone, students are "expected to build a real social media account and demonstrate audience growth during the program," reports Dexerto. From the report: The Content Creation BA is housed within ASU's Walter Cronkite School of Journalism and Mass Communication and appears in the university's 2026-2027 course catalog. The 120-credit-hour degree prepares students to become "an influencer and strategic storyteller" by teaching video production, podcasting, personal branding, audience analytics and social media…

23 часа назад @ news.slashdot.org
Earth's Biggest Disasters Strike In a Hidden Pattern Every 27 Million Years
Earth's Biggest Disasters Strike In a Hidden Pattern Every 27 Million Years Earth's Biggest Disasters Strike In a Hidden Pattern Every 27 Million Years

A new analysis of 89 major geological events over the past 260 million years found evidence that mass extinctions, volcanic eruptions, ocean crises, and other upheavals may cluster around a roughly 27.5-million-year cycle. The cause remains unknown, with possibilities ranging from mantle activity and orbital changes to speculative galactic influences. Slashdot reader alternative_right shares a report from ScienceAlert: One possibility lies deep within Earth itself. The planet's mantle is constantly circulating through convection, albeit at an almost unimaginably slow pace. Periodic changes in mantle convection, or the initiation of mantle plumes, could influence volcanism, plate tectonics, …

1 day, 3 hours назад @ science.slashdot.org
A Missing Underscore Sent Innocent Man To Prison For 18 Months
A Missing Underscore Sent Innocent Man To Prison For 18 Months A Missing Underscore Sent Innocent Man To Prison For 18 Months

An anonymous reader quotes a report from Ars Technica: One missing underscore in a Skyrim-themed username put an innocent Nova Scotia man in prison for 18 months. A 2018 child-luring investigation, which began in Madison, Wisconsin, and eventually extended to Halifax, Canada, was based on a false premise. Police were looking for a man using the Kik messaging service under the name "fus__ro_dah" (two underscores after "fus"), but they accidentally requested records for the username "fus_ro_dah" (one underscore after "fus"). This one-character difference led them not to the perpetrator but to a Canadian man named Brandon Klayme. (Ars readers may recognize "fus ro dah" as the Unrelenting Force…

1 day, 7 hours назад @ yro.slashdot.org
Блоги людей
Интерфейс квестов
Интерфейс квестов

Здравствуйте, Илья!

Я разрабатываю игру и столкнулась с задачей, в которой не могу найти удачное визуальное решение. В левом верхнем углу экрана у меня отображаются квесты. Верхняя строка — это глобальная цель («Покиньте подводный комплекс»), а ниже отображается текущий квест и его этапы, которые ведут игрока к глобальной цели. Мне кажется, что сейчас эти два уровня задач недостаточно хорошо отличаются друг от друга, из-за чего игрок может воспринимать их как один список.

Как бы вы пересобрали интерфейс квестов, чтобы различие между глобальным и текущим стало понятным с первого раза? Спасибо!

1 day, 13 hours назад @ bureau.ru
Про акцию «Реакция»
Про акцию «Реакция»

Когда что-то мучает, крутится в голове и рядом не находится ни одного несчастного знакомого, готового выслушать длиннющую, сбивчивую цепочку рассуждений, «train of thought» из шестидесяти вагонов, нагруженных слабо связанными материалами — справляется блог. Это и есть моя психотерапия: выписать всё, что накопилось, сложить камни на берегу и некоторое время не бросать их обратно.

1 day, 15 hours назад @ staskulesh.com
Vacation: Week of July 27
Vacation: Week of July 27

Stratechery is on vacation the week of July 27. There will be no Weekly Article or Updates. The next Update will be on Monday, August 3. Sharp Tech, and Greatest of All Talk will also return the week of August 3. Sharp China and Asianometry will continue to publish, and there will be one episode of Dithering next week. The […]

2 days назад @ stratechery.com
Forth
Forth Forth 2 days, 6 hours назад @ xkcd.com
Acidica
Acidica

My latest fun project is a BASIC interpreter called

Acidica. Classic BASIC is an

old-school language first developed in 1964 that saw an explosion of

implementations on microcomputers in the ‘70s and ‘80s. It’s much more primitive

than the Visual Basic that you might be familiar with.A simple BASIC program:10 INPUT "What is your name"; U$

20 PRINT "Hello "; U$

30 INPUT "How many stars do you want"; N

40 S$ = ""

50 FOR I = 1 TO N

60 S$ = S$ + "*"

70 NEXT I

80 PRINT S$

90 INPUT "Do you want more stars"; A$

100 IF LEN(A$) = 0 THEN 90

110 A$ = LEFT$(A$, 1)

120 IF A$ = "Y" OR A$ = "y" THEN 30

130 PRINT "Goodbye ";U$

140 END Run it, and you get this:What is your name? Ned

Hello Ned

How many stars…

2 days, 19 hours назад @ nedbatchelder.com
Есть ли сейчас смысл добиваться какой-то частоты контента?
Есть ли сейчас смысл добиваться какой-то частоты контента?

Есть ли сейчас смысл добиваться какой-то частоты контента в личном или профессиональном блоге? Или это миф, что контент должен выходить регулярно? Несколько лет назад слышал, что для отображения в лентах нужно постить регулярно. Насколько это актуально для ТГ?

3 days, 13 hours назад @ bureau.ru
2026.30: The Copium Wars
2026.30: The Copium Wars

The best Stratechery content from the week of July 20, 2026 including Chinese models and frontier futures, what happened to Hugging Face, and the NBA and its second apron bet.

4 days, 17 hours назад @ stratechery.com
Recursive Trucker's Hitch
Recursive Trucker's Hitch Recursive Trucker's Hitch 5 days, 6 hours назад @ xkcd.com
OpenAI Hacks Hugging Face, What Happened, Alignment and Paper Clips
OpenAI Hacks Hugging Face, What Happened, Alignment and Paper Clips

OpenAI accidentally hacked Hugging Face, but the takeaways are more encouraging than people realize.

1 week назад @ stratechery.com
Calibration Nobel
Calibration Nobel Calibration Nobel 1 week назад @ xkcd.com
Алгоритм Δλ. Вишенка на торте ?
Алгоритм Δλ. Вишенка на торте ? 1 week назад @ bureau.ru
Netflix Earnings, Is Netflix Washed?, Additional Notes
Netflix Earnings, Is Netflix Washed?, Additional Notes

Netflix's earnings were fine, and befitting a mature company whose most exciting days are likely behind them.

1 week, 1 day назад @ stratechery.com
Как делать презентацию логотипа?
Как делать презентацию логотипа?

Как наиболее правильно делать презентацию логотипа?

Достаточно ли просто отправить его, скажем, на фоне разного цвета и чёрно-белый вариант или логичнее расположить логотип на какой-то продукции клиента (сайт, автомобиль, зажигалка, витрина и т. д. ) для большей наглядности?

Очевидно, что клиенту будет понятнее, если мы покажем, как логотип будет работать в жизни, но и каждый раз «натягивать» логотип на какие-то картинки может отнять достаточно много времени.

1 week, 1 day назад @ bureau.ru
Who’s Afraid of Chinese Models?
Who’s Afraid of Chinese Models?

Everyone is worried about Chinese models, but the frontier labs will be fine; we need to enable open U.S. alternatives.

1 week, 1 day назад @ stratechery.com
Who’s Afraid of Chinese Models?
Who’s Afraid of Chinese Models?

Everyone is worried about Chinese models, but the frontier labs will be fine; we need to enable open U.S. alternatives.

1 week, 1 day назад @ stratechery.com
Arthurian Connector
Arthurian Connector Arthurian Connector 1 week, 2 days назад @ xkcd.com
Looking for work
Looking for work

Niki is looking for a next gig

1 week, 2 days назад @ tonsky.me
2026.29: Mainframes and Main Characters
2026.29: Mainframes and Main Characters

The best Stratechery content from the week of July 13, 2026, including the end of the mainframe, the continuing adventures of OpenAI, and answering the question, "Is Netflix Washed?".

1 week, 4 days назад @ stratechery.com
Jimothy
Jimothy Jimothy

I drew a raccoon and other important updates.View on my website

1 week, 4 days назад @ theoatmeal.com
Latitude and Longitude
Latitude and Longitude Latitude and Longitude 1 week, 5 days назад @ xkcd.com
Нужно ли руководителю разбираться во всём, чем он управляет
Нужно ли руководителю разбираться во всём, чем он управляет 1 week, 5 days назад @ bureau.ru
Госдума разрешила обучать ИИ на ваших текстах. Без спроса и без денег
Госдума разрешила обучать ИИ на ваших текстах. Без спроса и без денег Госдума разрешила обучать ИИ на ваших текстах. Без спроса и без денег

Закон допускает защиту — но только если контент закрыт техническими средствами. Пейволл, авторизация, закрытый раздел. Если произведение открыто, его использование ...

The post Госдума разрешила обучать ИИ на ваших текстах. Без спроса и без денег first appeared on Непиши.

2 weeks назад @ nepishi.ru
IBM Misses, IBM’s Mainframe Moat, IBM’s Many AI Problems
IBM Misses, IBM’s Mainframe Moat, IBM’s Many AI Problems

IBM announced preliminary results that spooked the software market generally; this is a story, however, specifically about IBM and its mainframe franchise.

2 weeks назад @ stratechery.com
Time Change
Time Change Time Change 2 weeks назад @ xkcd.com
Расписание автобусов в Тюмени
Расписание автобусов в Тюмени

Есть ли проблема с этим расписанием? Это расписание автобусов на остановке в Тюмени. Мне кажется, что оно не совершенно и хотя бы подписи остановок на маршруте точно можно переверстать, так как по диагонали читать не особо удобно, а также в некоторых местах они вот вот и столкнутся с временем прибытия.

2 weeks назад @ bureau.ru
Накрутка позиций в Яндекс.Картах-ах-ах-аха-х и Google.Картах
Накрутка позиций в Яндекс.Картах-ах-ах-аха-х и Google.Картах

В этом году появился более-менее стабильно работающий софт для накрутки позиций карточки в Яндекс.Картах. И мы на него прыгнули, потому что даже приличные старые клиентские карточки болтались за пределами ТОП-5, а то и ТОП-10, и собирали максимум 5-15% трафика.

2 weeks назад @ torshina.me
A place of certainty
A place of certainty A place of certainty

My mother is 86, and she is declining. Things that used to be easy for her

now seem completely foreign. She was a programmer, writing software before I

could read, so it is very strange to see her like this.She no longer uses a computer. If I mention some photos I found online, she

asks if there’s any way she can see them, as if she has never used the internet.

This is a new reality for me, but is easier than a year or two ago when she

still tried to be constantly online. As things got more confusing for her, she

struggled and complained “the computer is haunted.” Now she doesn’t have the

computer as a source of friction, but also not as a center of activity.In many ways, she is following a…

2 weeks, 1 day назад @ nedbatchelder.com
The OpenAI Super App, ChatGPT = Codex, Whither Chat
The OpenAI Super App, ChatGPT = Codex, Whither Chat

OpenAI has refashioned Codex as the new ChatGPT; is the company abandoning the chat category they pioneered?

2 weeks, 1 day назад @ stratechery.com
Logo: Squawkbox
Logo: Squawkbox Logo: Squawkbox

Squawkbox is a boiler fleet monitor.

2 weeks, 1 day назад @ tonsky.me
Автозамена латиницей
Автозамена латиницей

Кириллические кракозябры могут появиться где угодно. Но есть места, где их в принципе не должно быть. Просто потому, что там нельзя вводить кириллические символы. То есть ввести-то их можно, но система их не воспримет и выдаст ошибку. Например, поля ввода электронной почты, логина, пароля, поле в онлайн-переводчиках предназначенное для ввода некириллических символов.

Раз уж эти поля могут съесть только латиницу, почему в них до сих пор не сделали принудительную замену кириллических символов, на соответствующие латинские (й — q, ц — w и так далее)? Это уменьшило бы количество ошибок, совершаемых людьми, и сберегло кучу нервов и времени.

2 weeks, 1 day назад @ bureau.ru
Как написать докладную записку: образец и правила
Как написать докладную записку: образец и правила Как написать докладную записку: образец и правила

Сотрудник третий раз за месяц не сдал отчёт вовремя, проект горит, ты — руководитель отдела — понимаешь: надо зафиксировать и передать наверх. ...

The post Как написать докладную записку: образец и правила first appeared on Непиши.

2 weeks, 1 day назад @ nepishi.ru
Как написать сопроводительное письмо к резюме
Как написать сопроводительное письмо к резюме Как написать сопроводительное письмо к резюме

Девяносто процентов кандидатов не пишут сопроводительное письмо. Остальные десять пишут «В ответ на вашу вакансию направляю своё резюме» — и это ...

The post Как написать сопроводительное письмо к резюме first appeared on Непиши.

2 weeks, 1 day назад @ nepishi.ru
Как написать служебную записку: образец и правила
Как написать служебную записку: образец и правила Как написать служебную записку: образец и правила

Ты хочешь, чтобы тебе купили новый принтер в отдел. Или чтобы перенесли отпуск. Или чтобы зафиксировали, что сервер упал и ты ...

The post Как написать служебную записку: образец и правила first appeared on Непиши.

2 weeks, 1 day назад @ nepishi.ru
Как написать заявление на отпуск
Как написать заявление на отпуск Как написать заявление на отпуск

Отпуск согласован, авиабилеты куплены — и тут выясняется, что заявления нет. Или есть, но написано криво: не тот вид отпуска, не ...

The post Как написать заявление на отпуск first appeared on Непиши.

2 weeks, 1 day назад @ nepishi.ru
Apple Sues OpenAI, Apple’s Real Problem
Apple Sues OpenAI, Apple’s Real Problem

Apple is suing AI for stealing trade secrets; there is one guilty employee, but this mostly feels like lashing out.

2 weeks, 2 days назад @ stratechery.com
The Princess and the Pea
The Princess and the Pea The Princess and the Pea 2 weeks, 2 days назад @ xkcd.com
Какой смысл этих иконок?
Какой смысл этих иконок?

Какой смысл этих иконок? Они правда помогают мне ориентироваться в списке? У меня есть обратное ощущение

2 weeks, 4 days назад @ bureau.ru
2026.28: XBOX On the Rocks
2026.28: XBOX On the Rocks

The best Stratechery content from the week of July 6, 2026, including a word from Mark Zuckerberg*, pulling the plug on XBOX, and toilet talk.

2 weeks, 4 days назад @ stratechery.com
Scars
Scars Scars

An oracle comic View on my website

2 weeks, 4 days назад @ theoatmeal.com
Toasting Marshmallows
Toasting Marshmallows Toasting Marshmallows 2 weeks, 5 days назад @ xkcd.com
Уровни дохода
Уровни дохода

Коля, меня зацепил твой пост об уровнях дохода. Расскажи, для кого ты его написал?

2 weeks, 5 days назад @ bureau.ru
Muse Image, Grok 4.5, Alex Karp on CNBC
Muse Image, Grok 4.5, Alex Karp on CNBC

The batter for verifiable data is increasingly defining the AI race, from Meta to Grok to the frontier labs.

2 weeks, 6 days назад @ stratechery.com
Чеклист проверки вёрстки дизайнером
Чеклист проверки вёрстки дизайнером 2 weeks, 6 days назад @ bureau.ru
XBOX Cuts; Bundling and the Internet Solvent; Transaction, Coordination, and Sunk Costs
XBOX Cuts; Bundling and the Internet Solvent; Transaction, Coordination, and Sunk Costs

Microsoft's Xbox division is conducting big layoffs, as the company deals with abject failure of its Game Pass strategy.

3 weeks назад @ stratechery.com
Airport Meeting
Airport Meeting Airport Meeting 3 weeks назад @ xkcd.com
Инди-разработка
Show HN Show HN
последний пост 1 час назад
Show HN: Skewrun – fix Kerberos clock skew per-process, no root (open source)
Show HN: Skewrun – fix Kerberos clock skew per-process, no root (open source) Show HN: Skewrun – fix Kerberos clock skew per-process, no root (open source)

It dynamically resolves the Domain Controller's time via network protocols (CLDAP, SMB, NTP, Kerberos, NTLM) and executes commands via libfaketime ( LD_PRELOAD ), tricking the executed binary into using the exact DC time.

Usage# Default behavior (tries CLDAP -> SMB -> NTP) skewrun 10.10.10.100 -- impacket-getTGT -dc-ip 10.10.10.100 domain.local/user:pass # Force specific methods skewrun 10.10.10.100 -m cldap,ntlm,kerberos -- netexec smb 10.10.10.100 # Just print the offset (useful for shell scripting) skewrun 10.10.10.100 --print-offset # Offline mode: supply a known offset manually skewrun --offset " +3.450s " -- impacket-getTGT ... # Tune inter-method jitter (default: sigma=0.4, base=8000…

1 час назад @ github.com
Show HN: Mcploitable – Vulnerable MCP Servers for the OWASP Agentic Top
Show HN: Mcploitable – Vulnerable MCP Servers for the OWASP Agentic Top Show HN: Mcploitable – Vulnerable MCP Servers for the OWASP Agentic Top

mcploitableA collection of deliberately vulnerable MCP servers — the "Metasploitable" of the Model Context Protocol.

Point an agent at them in a lab and watch how agentic systems get compromised.

One achieves real code execution.

Play the breakable boxes interactively with ./play (an attacker REPL — pick a box and level, type your payload, watch the agent).

See harness/lab/README.md for the rules of engagement (two-plane rule, level ladder, scoring contract) — it deliberately contains no payloads or answers.

1 час назад @ github.com
Show HN: Video Upscaler – AI video upscaling up to 4K
Show HN: Video Upscaler – AI video upscaling up to 4K

I’m part of the team behind Video Upscaler. It is a browser-based tool for improving video resolution and clarity, with support for upscaling to HD and 4K. Feedback on output quality and workflow is welcome. Comments URL: https://news.ycombinator.com/item?id=49094855

Points: 1

# Comments: 0

1 час назад @ videoupscaler.video
Show HN: Wikipedia Importance Map. Every article sized by its pagerank on a map
Show HN: Wikipedia Importance Map. Every article sized by its pagerank on a map Show HN: Wikipedia Importance Map. Every article sized by its pagerank on a map

Based on Danker PageRank and Qrank Pageviews· source Coordinates from Wikidata·Categories all / noneImportancePageRank ↔ Pageviews balancedSize by population offLabel size 1.3×CrowdingMaximum importance allTurn it down to hide the loudest places and read what is underneath them.

Label density 300Move crowded labels asideShow all labels, overlapping

2 часа назад @ tomthe.github.io
Show HN: EarPal – private multi-speaker interpreter, on-device, 30 languages
Show HN: EarPal – private multi-speaker interpreter, on-device, 30 languages Show HN: EarPal – private multi-speaker interpreter, on-device, 30 languages

Just tap Listen and EarPal hears the conversation, identifies each voice, and shows you a live translation in your language.

Open the camera and EarPal reads any text it sees and translates it in place — menus, signs, packaging, screenshots from your library.

EarPal uses Apple's on-device speech, vision, and translation models, plus a state-of-the-art on-device speaker recognition engine.

Each voice gets its own color in text mode — or its own distinct synthetic voice when you're listening through AirPods.

Snap a still photo or pick from your library to translate menus, signs, screenshots, forwarded messages — all on-device.

2 часа назад @ apps.apple.com
Show HN: Recipeviz, make compact cards for your recipes
Show HN: Recipeviz, make compact cards for your recipes

Edit the recipe to redraw its dependency forest.

Their results flow from left to right.

×Read the image butter melt sugar mix flour fold Start on the left.

Each tall action groups the rows inside its green outline; keep moving right to reach the finished step.

Write a .recipe BUTTER: 4 oz butter melt BUTTER SUGAR: 1 cup sugar BATTER: mix BUTTER SUGAR NAME: names this line's result NAME … ending names are inputs other text describes what you doOne nonblank line = one step Names: letters + numbers only A result feeds at most one later step No cycles

2 часа назад @ hherman1.github.io
Show HN: Get a security assessment of MCP servers directly from your terminal
Show HN: Get a security assessment of MCP servers directly from your terminal Show HN: Get a security assessment of MCP servers directly from your terminal

Open source · Apache-2.0The Trust Index engine, in your terminalcanopii is the open-source CLI behind this site.

Score any MCP server — a GitHub repo, an npm/PyPI package, or a live endpoint — with the same deterministic engine that powers the Trust Index.

$ npx canopii scan --github What a scan looks like Every failed control tells you why it matters and howto fix it.

- run: npx canopii scan --local .

A score from your terminal means the same thing as every score on the Trust Index.

2 часа назад @ index.canopii.dev
Show HN: Copy any element on a page as clean Tailwind v4 (HTML or JSX)
Show HN: Copy any element on a page as clean Tailwind v4 (HTML or JSX) Show HN: Copy any element on a page as clean Tailwind v4 (HTML or JSX)

Click any element on any page and copy it as a clean Tailwind v4 component (HTML / JSX).

TailGrab turns any element you see on the web into clean, paste-ready Tailwind code.

TailGrab reads the element's real styles and gives you a minimal Tailwind v4 class string — not a dump of every computed property.

• Tailwind v4 — modern spacing scale and arbitrary values when needed.

Copy the Tailwind / HTML / JSX.

2 часа назад @ chromewebstore.google.com
Show HN: Code Security Skills Codex-Inspired Workflows Packaged for Claude Code
Show HN: Code Security Skills Codex-Inspired Workflows Packaged for Claude Code Show HN: Code Security Skills Codex-Inspired Workflows Packaged for Claude Code

Code Security SkillsThirteen evidence-driven workflows for threat modeling, code review, finding validation, attack-path analysis, remediation, tracking, and deterministic security reporting.

This repository packages them as a Claude Code plugin.

Claude Code supplies the current packaging and command namespace.

Claude Code discovers each skill independently under the code-security-skills namespace.

claude plugin validate ./plugins/code-security-skillsSee PROVENANCE.md for the exact derivation and runtime boundary.

2 часа назад @ github.com
Show HN: Wisp. A peer-to-peer encrypted messenger with no trusted server
Show HN: Wisp. A peer-to-peer encrypted messenger with no trusted server Show HN: Wisp. A peer-to-peer encrypted messenger with no trusted server

Wisp A peer-to-peer encrypted messenger with no accounts and no server to trust.

FeaturesNo accounts, no phone number — your identity is a keypair, restored anywhere with a 12-word phrase.

No trusted server — relays carry padded ciphertext at rotating, unlinkable addresses and hold no accounts or history.

Verifiable identities — a safety number lets two people confirm out-of-band that no one is impersonating them.

— a safety number lets two people confirm out-of-band that no one is impersonating them.

2 часа назад @ github.com
Show HN: chartr – visualize tickets as a star-map, run agents from it
Show HN: chartr – visualize tickets as a star-map, run agents from it Show HN: chartr – visualize tickets as a star-map, run agents from it

Download macOS app (Apple silicon, unsigned)Download Linux AppImage ( amd64 or arm64 )More platformsChart a wayfinder map inside chartr, then drive it to completion.

Without a map it is a plain multiplexer: projects in a sidebar, shells and agent CLIs in tabs.

Launch a planning agent from the sidebar and whatever it writes to .plan/maps/ draws as a star-map the moment it hits disk.

Launch a planning agent from the sidebar and whatever it writes to draws as a star-map the moment it hits disk.

The Linux .AppImage is built and smoke-tested as a release gate, so it ships whenever the supported binary does.

2 часа назад @ github.com
Show HN: DeepSeek API – 50pct cheaper, no minimum, instant key delivery
Show HN: DeepSeek API – 50pct cheaper, no minimum, instant key delivery

Article URL: https://43.155.207.94.sslip.io

Comments URL: https://news.ycombinator.com/item?id=49094344

Points: 1

# Comments: 0

3 часа назад @ 43.155.207.94.sslip.io
Show HN: Antics: Drop-in multiplayer for your AI-built games
Show HN: Antics: Drop-in multiplayer for your AI-built games Show HN: Antics: Drop-in multiplayer for your AI-built games

Fun games you've never heard of, new ones every day.

2mn to learn, and the group chat is yelling by round three.

I want to make oneSay the idea out loud, an AI writes every line — that's vibecodingvibecoding, nounDescribing the thing you want in plain English while an AI writes every line of code.

If you can send a text message, you can do it..

Describe your game, play it with friends minutes later.

3 часа назад @ antics.gg
Show HN: I made a convenient file sharing service (NOT A STARTUP)
Show HN: I made a convenient file sharing service (NOT A STARTUP) Show HN: I made a convenient file sharing service (NOT A STARTUP)

Max file size: 400 MB (anonymous) · 1 GB (accounts)By using our service, you agree that you are at least 16 years of age and agree to our Terms of Service

3 часа назад @ coldfiles.dev
Show HN: Emote Resizer – one image to every Twitch/Discord/7TV emote size
Show HN: Emote Resizer – one image to every Twitch/Discord/7TV emote size Show HN: Emote Resizer – one image to every Twitch/Discord/7TV emote size

Drop one image — get every size Twitch, Discord and 7TV ask for.

Stickers are larger: 320×320 with a 512KB cap (animated stickers use APNG — export the static PNG here and convert if needed).

Static emotes must stay under 25KB per file; animated GIF emotes may go up to 1MB .

Why is there a 25KB limit on Twitch emotes?

Twitch caps static emotes at 25KB per file to keep chat rendering fast for everyone.

3 часа назад @ emoteresize.com
Starter Story Starter Story
последний пост None
Indiehackers
последний пост 14 часов назад
I scored my own startup with my own product. It gave me a 34/100 AI Leverage Score™. I shipped the 34.
I scored my own startup with my own product. It gave me a 34/100 AI Leverage Score™. I shipped the 34. I scored my own startup with my own product. It gave me a 34/100 AI Leverage Score™. I shipped the 34.

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

14 часов назад @ rss.app
Side-hustling for three years before going all-in and hitting $6.4k MRR
Side-hustling for three years before going all-in and hitting $6.4k MRR Side-hustling for three years before going all-in and hitting $6.4k MRR

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

18 часов назад @ rss.app
I Thought I Was Building a Website. It Became Something Much Bigger.
I Thought I Was Building a Website. It Became Something Much Bigger. I Thought I Was Building a Website. It Became Something Much Bigger.

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

18 часов назад @ rss.app
Solo-built a mood-tracking app, looking for a marketing co-founder
Solo-built a mood-tracking app, looking for a marketing co-founder Solo-built a mood-tracking app, looking for a marketing co-founder

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19 часов назад @ rss.app
What I learned comparing email validation APIs for SaaS products
What I learned comparing email validation APIs for SaaS products What I learned comparing email validation APIs for SaaS products

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19 часов назад @ rss.app
How I ranked Slashit App with my biggest competitor's name and made it my best traffic source
How I ranked Slashit App with my biggest competitor's name and made it my best traffic source How I ranked Slashit App with my biggest competitor's name and made it my best traffic source

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1 day, 19 hours назад @ rss.app
Launched: Reporting SaaS — automatic Shopify sales reports by email, no more logging into Analytics every week
Launched: Reporting SaaS — automatic Shopify sales reports by email, no more logging into Analytics every week Launched: Reporting SaaS — automatic Shopify sales reports by email, no more logging into Analytics every week

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1 day, 20 hours назад @ rss.app
How an Agency Makes $10,500 a Month From 7 SEO Clients
How an Agency Makes $10,500 a Month From 7 SEO Clients How an Agency Makes $10,500 a Month From 7 SEO Clients

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1 day, 22 hours назад @ rss.app
I spent 3 months building a prediction market on Base as solo Dev
I spent 3 months building a prediction market on Base as solo Dev I spent 3 months building a prediction market on Base as solo Dev

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2 days назад @ rss.app
Building a "no AI allowed" art auction site, mostly because I got annoyed
Building a "no AI allowed" art auction site, mostly because I got annoyed Building a "no AI allowed" art auction site, mostly because I got annoyed

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2 days, 2 hours назад @ rss.app
I let a cron expire 69 of my own drafts. Best call this month.
I let a cron expire 69 of my own drafts. Best call this month. I let a cron expire 69 of my own drafts. Best call this month.

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2 days, 18 hours назад @ rss.app
🚀 I built Brickbeam — an AI-powered assistant that helps LEGO fans turn their messy piles of bricks into real builds.
🚀 I built Brickbeam — an AI-powered assistant that helps LEGO fans turn their messy piles of bricks into real builds. 🚀 I built Brickbeam — an AI-powered assistant that helps LEGO fans turn their messy piles of bricks into real builds.

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2 days, 21 hours назад @ rss.app
I’m building a tool to help founders kill bad startup ideas before building — what signal would you trust?
I’m building a tool to help founders kill bad startup ideas before building — what signal would you trust? I’m building a tool to help founders kill bad startup ideas before building — what signal would you trust?

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2 days, 22 hours назад @ rss.app
How I Built a Home Decor Content Site from Zero to Ranking in 6 Months
How I Built a Home Decor Content Site from Zero to Ranking in 6 Months How I Built a Home Decor Content Site from Zero to Ranking in 6 Months

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3 days, 4 hours назад @ rss.app
Two founders, zero funding, and a bet that career advice shouldn't feel like astrology
Two founders, zero funding, and a bet that career advice shouldn't feel like astrology Two founders, zero funding, and a bet that career advice shouldn't feel like astrology

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3 days, 14 hours назад @ rss.app
Reddit: /r/SideProject Reddit: /r/SideProject
последний пост 7 часов назад
PsstDrop - Temporary private drops that disappear after opening or expiry
PsstDrop - Temporary private drops that disappear after opening or expiry

I built PsstDrop and I’m looking for feedback on whether the value is obvious. The basic idea: You create a drop, share the link, and the drop disappears based on the rule you choose — after opening, after a view limit, or at a specific time. I built it because not everything people share needs to live forever in a chat thread, cloud folder, or permanent link. Current use cases I’m thinking about: - one-time private notes - surprise / birthday messages - temporary file drops for signed-in users - time-released messages - links that should expire after being opened I’m not trying to position this as a full security vault or “military-grade encryption” product. The goal is a simple temporary …

7 часов назад @ reddit.com
Calling All NFL Fans - Looking For Testers in Inaugural Season!
Calling All NFL Fans - Looking For Testers in Inaugural Season!

Hi everyone, I've spent the NFL offseason developing The Cut, which takes the classic game of NFL survivor but with players instead of teams. The graphic outlines the rules, and if you have any experience playing in survivor pools or fantasy football I think you will appreciate the strategy behind this game. Free to join - make a contest and share with friends or join a public contest. Appreciate any and all feedback!!! https://apps.apple.com/us/app/the-cut-nfl/id6752984060 submitted by /u/muddycleats92 [link] [comments]

7 часов назад @ reddit.com
I rebuilt UrbanDaddy’s “The Next Move”
I rebuilt UrbanDaddy’s “The Next Move”

I rebuilt UrbanDaddy’s “The Next Move” concept for NYC. Does it actually solve the “where should we go next?” problem submitted by /u/schizhik [link] [comments]

7 часов назад @ reddit.com
I built a free research paper search tool that runs AI ranking on-device (no account, open source)
I built a free research paper search tool that runs AI ranking on-device (no account, open source)

Searches arXiv, Semantic Scholar, and Crossref at once, dedupes results across sources, and re-ranks by relevance using a small AI model that runs in your browser (not a server) - so it's free with no usage caps. No login - saved papers live in localStorage. There's also a one-click "copy prompt" button that formats a paper for you to paste into whatever LLM you already use, instead of me having to pay for/manage an LLM API myself. Live: https://paperfinder.dev https://github.com/emmanuel-adu/paper-finder submitted by /u/Routine_Goal7991 [link] [comments]

8 часов назад @ reddit.com
I made Rung...the daily word game of clues and nerve
I made Rung...the daily word game of clues and nerve I made Rung...the daily word game of clues and nerve

Hey all, Rung is a daily word game with one answer per day, sitting behind 5 clues that go from 5 points down to 1. Guess early and you score more, but a wrong guess drops you two rungs. For awareness...I made this as a passion project based on my family's love for trivia. It's totally free...no account needed. I'd love any feedback. https://dailyrung.com submitted by /u/Far_Worry2359 [link] [comments]

8 часов назад @ reddit.com
Evolvers Game
Evolvers Game Evolvers Game

I thought I'd share a project I've been building with Lovable. It's a free-to-play browser game called Evolvers (there's an optional store, but everything can be played for free). At its core it's an infinite ascension idle game mixed with monster evolution, with two extra game modes: Kindred Runner and The Corrupted Arena. The main gameplay revolves around collecting different energy types to unlock and evolve your Kindred. As you progress through ascensions, you gradually unlock Bio-Weapons, Habitats and Companions. There are also encounters with rival creatures known as the Predators, and later on your Companions and ships can join in certain battles. The art style started out as simple …

9 часов назад @ reddit.com
Looking for a technical co-founder - validated mockups built
Looking for a technical co-founder - validated mockups built

Looking for a technical co-founder — meeting AI concept, validated, mockups built I've been developing a concept for a "conversation copilot" — a tool that sits alongside a video/in-person meeting and lets you click any part of the conversation to pull up real, relevant background info (via Claude + web search), instead of a generic auto-summary feed. I've built and tested several interactive mockups (working prototypes, real API calls) validating the core interaction — [link]. I have real product/UX judgment on this but no coding background, so I'm looking for a developer interested in building the real version as a co-founder, not a hired gun. Open to discussing equity split. I work by da…

9 часов назад @ reddit.com
Update: I got called out here for weak encryption claims — here’s the full architecture rebuild
Update: I got called out here for weak encryption claims — here’s the full architecture rebuild

I know I'm posting about the same product again, but this is a real architecture change, not a bump. A few weeks ago I shared IDVault here and got real, direct pushback — the sharpest version being that a security page describing encryption isn't verification, and that the only architecture where a user doesn't have to trust me at all is client-side, zero-knowledge encryption. That criticism was correct. At the time I said it wasn't how the architecture worked and that changing it wouldn't be a quick patch. It wasn't. But I had almost no users and nothing uploaded, so it was the cheapest that rebuild was ever going to be. So I did it. **What changed:** - Documents, filenames, and notes are …

10 часов назад @ reddit.com
After two years of evenings, I launched my workout tracker. The honest version.
After two years of evenings, I launched my workout tracker. The honest version.

I'm a solo dev. I lift for fun (and mental health!), not impressively, just consistently. For years I tracked workouts in the Notes app, or my own head, because every tracker I tried felt like it was built by someone who doesn't train: no superset support, rest timers that reset when you switch screens, I don't care about the video of the exercise, I just want to log my stuff and not be paywalled after 5 reps. So I built the one I wanted. GoGAINZ went live on iOS and Android about two weeks ago. The bet underneath it: most fitness apps sell transformation, but the people who actually last aren't transforming. They're consistent. So the app respects the boring sets instead of gamifying them …

10 часов назад @ reddit.com
I couldn't find a shared to-do app made for exactly two people, so I built one for my wife and me
I couldn't find a shared to-do app made for exactly two people, so I built one for my wife and me

My wife is on an iPhone, I'm on a Galaxy. We kept losing track of household stuff — who's buying what, whose turn it is, when a bill is due. We tried the obvious things: - Todoist / TickTick: great apps, but sharing is a workspace feature layered on top of a personal to-do app. Felt like using a project management tool to ask someone to buy milk. - Notion: we both stopped opening it within a week. - Apple Reminders: my Galaxy doesn't exist as far as it's concerned. The specific thing I wanted was for the list to be on the lock screen. Not one tap away. Zero taps. If I have to open an app to see it, I won't. So I built TwoDo. Deliberately narrow: - Exactly two people. Not "up to N". I kept g…

11 часов назад @ reddit.com
My Custom Chrome New Tab Extension
My Custom Chrome New Tab Extension My Custom Chrome New Tab Extension

Chrome Web Store: PrismTab - New Tab Dashboard Website: prismtab.app submitted by /u/ogerx [link] [comments]

11 часов назад @ reddit.com
New founders: Let's review each other's SaaS honestly
New founders: Let's review each other's SaaS honestly

Hey everyone! Building a SaaS is hard, but getting honest feedback is even harder. So I thought it'd be cool if we helped each other out. Drop your SaaS in the comments and include: • What your product does • Who it's for • One thing you'd like honest feedback on I'll personally review as many as I can and leave constructive feedback. If you share your project, please take a few minutes to review someone else's too. Let's help each other build better products. submitted by /u/eyondo-1 [link] [comments]

11 часов назад @ reddit.com
I just finished my very first project! It’s a digital wedding invitation builder. I’d love your brutal feedback before I launch it for real.
I just finished my very first project! It’s a digital wedding invitation builder. I’d love your brutal feedback before I launch it for real.

Hey everyone, I’m feeling a bit nervous but excited. After months of late nights and learning as I go, I finally finished building my very first real app: VowKnot.com. It’s a platform to create beautiful, interactive digital wedding invitations. This is the first thing I’ve ever built with this much dedication, and I poured my heart into the design and animations because I noticed competitors in this space charge way more than they should for really basic, boring static pages. I want to charge a decent, fair price for something that actually looks premium and wows guests. How it works: You pick a template. You fill in your details (names, dates, story, events). It generates a live, interact…

11 часов назад @ reddit.com
I made a 3D simulation of the Matrix "code rain" where you can fly around freely and sometimes "Ghosts" appear
I made a 3D simulation of the Matrix "code rain" where you can fly around freely and sometimes "Ghosts" appear I made a 3D simulation of the Matrix "code rain" where you can fly around freely and sometimes "Ghosts" appear

It was totally useless before, now its only slightly useless. Now some ghosts appear as you browse around. On PC, use W-A-S-D keys, SPACE, SHIFT and mouse to explore. On mobile, you will have instructions on screen. https://anshs.github.io/matrix-rain/ submitted by /u/thepolymoth [link] [comments]

11 часов назад @ reddit.com
I was tired of subscription-based habit apps, so I built my own with unlimited habits and customization
I was tired of subscription-based habit apps, so I built my own with unlimited habits and customization I was tired of subscription-based habit apps, so I built my own with unlimited habits and customization

Hey everyone, I'm a solo Android developer and for the last 6 months I've been building Eudaemon for myself first: the habit tracker I always wanted to use. I tried many habit apps, but I was tired of two things: feeling like I was renting an app through subscriptions, and not having enough freedom to customize it the way I wanted. So I built my own. Eudaemon is a free habit tracker focused on flexibility and customization. It has unlimited habits, streak tracking, journaling, mood tracking, Pomodoro timer, statistics, and lots of visual customization options (including animated backgrounds). Since I'm a huge nerd, I wanted to build the kind of app where I could tweak and control everything…

12 часов назад @ reddit.com
Product Hunt Product Hunt
последний пост 4 часа назад
Epilude
Epilude

Local voice dictation for Mac for polished text Discussion | Link

4 часа назад @ producthunt.com
AgentQuartz
AgentQuartz

Claude & Cursor usage in your macOS menu bar Discussion | Link

12 часов назад @ producthunt.com
Task Monki
Task Monki

Run coding agents through the full development process Discussion | Link

13 часов назад @ producthunt.com
FoCo - Focus Companion
FoCo - Focus Companion

Always-on-top widget for macOS that helps finish tasks Discussion | Link

13 часов назад @ producthunt.com
JusTTY
JusTTY

A simple native macOS terminal built on Swift and libghostty Discussion | Link

15 часов назад @ producthunt.com
Bo AI
Bo AI

An AI personal assistant that lives in your texts 💬 Discussion | Link

18 часов назад @ producthunt.com
Totem
Totem

Your Twitter bookmarks organized to make you read them Discussion | Link

23 часа назад @ producthunt.com
BlackFlare
BlackFlare

Keeps your Mac awake, pings you when Claude/Codex is done Discussion | Link

1 day, 2 hours назад @ producthunt.com
SceneNote
SceneNote

Free video feedback tool for editors & clients Discussion | Link

1 day, 3 hours назад @ producthunt.com
Space-Bin
Space-Bin

Temporary storage to share files securely Discussion | Link

1 day, 3 hours назад @ producthunt.com
Lamoom
Lamoom

Run agent apps inside your Claude or sell your own Discussion | Link

1 day, 4 hours назад @ producthunt.com
Vela
Vela

The AI Recruiting Coordinator Discussion | Link

1 day, 7 hours назад @ producthunt.com
G.I.A.ac
G.I.A.ac

Build real, working apps from a single sentence Discussion | Link

1 day, 8 hours назад @ producthunt.com
EasyCircuit
EasyCircuit

Hardware prototyping, as simple as vibe-coding Discussion | Link

1 day, 10 hours назад @ producthunt.com
MCP-Billing
MCP-Billing

OAuth 2.1 + usage-based Stripe billing for MCP servers Discussion | Link

1 day, 11 hours назад @ producthunt.com
Путешествия
Vandrouki Vandrouki
последний пост 9 months 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: […]

9 months 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 […]

9 months 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.

9 months 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.

9 months 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.

9 months 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.

9 months 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.

9 months 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

9 months 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.

9 months 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.

9 months 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.

9 months 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.

9 months 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.

9 months, 1 week 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 —…

9 months, 1 week 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.

9 months, 1 week назад @ vandrouki.ru
Atlas Obscura: Stories Atlas Obscura: Stories
последний пост 14 часов назад
Siege of Brookfield Historic Markers in New Braintree, Massachusetts
Siege of Brookfield Historic Markers in New Braintree, Massachusetts Siege of Brookfield Historic Markers in New Braintree, Massachusetts

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Mac Racken Bridge in Mayenne, France
Mac Racken Bridge in Mayenne, France Mac Racken Bridge in Mayenne, France

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Find Something Fun and Unique to Do With Event Listings on Atlas Obscura
Find Something Fun and Unique to Do With Event Listings on Atlas Obscura Find Something Fun and Unique to Do With Event Listings on Atlas Obscura

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18 часов назад @ atlasobscura.com
The Living History Museum of Camping in Phelps, Wisconsin
The Living History Museum of Camping in Phelps, Wisconsin The Living History Museum of Camping in Phelps, Wisconsin

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18 часов назад @ atlasobscura.com
Schwarzer Turm in Mödling, Austria
Schwarzer Turm in Mödling, Austria Schwarzer Turm in Mödling, Austria

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20 часов назад @ atlasobscura.com
Nostalgia Box in West Perth, Australia
Nostalgia Box in West Perth, Australia Nostalgia Box in West Perth, Australia

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1 day, 14 hours назад @ atlasobscura.com
Museo d'Arte Sacra di Catania in Catania, Italy
Museo d'Arte Sacra di Catania in Catania, Italy Museo d'Arte Sacra di Catania in Catania, Italy

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1 day, 16 hours назад @ atlasobscura.com
The Big Kangaroo (Rooey II) in Nullarbor, Australia
The Big Kangaroo (Rooey II) in Nullarbor, Australia The Big Kangaroo (Rooey II) in Nullarbor, Australia

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1 day, 18 hours назад @ atlasobscura.com
Submarine Safari in Amarilla Golf, Spain
Submarine Safari in Amarilla Golf, Spain Submarine Safari in Amarilla Golf, Spain

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Monument to José Mata in Santa Cruz de la Palma, Spain
Monument to José Mata in Santa Cruz de la Palma, Spain Monument to José Mata in Santa Cruz de la Palma, Spain

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4 days, 14 hours назад @ atlasobscura.com
Yi Sun-Shin Monument in Chantilly, Virginia
Yi Sun-Shin Monument in Chantilly, Virginia Yi Sun-Shin Monument in Chantilly, Virginia

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4 days, 16 hours назад @ atlasobscura.com
These Five Fun Events Are Worth a Detour
These Five Fun Events Are Worth a Detour These Five Fun Events Are Worth a Detour

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4 days, 17 hours назад @ atlasobscura.com
The Afro-Antillean Museum in Panama City, Panama
The Afro-Antillean Museum in Panama City, Panama The Afro-Antillean Museum in Panama City, Panama

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4 days, 18 hours назад @ atlasobscura.com
Tuam Railway Station in Tuam, Ireland
Tuam Railway Station in Tuam, Ireland Tuam Railway Station in Tuam, Ireland

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4 days, 20 hours назад @ atlasobscura.com
Medieval Strip Farming in England
Medieval Strip Farming in England Medieval Strip Farming in England

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5 days, 14 hours назад @ atlasobscura.com
T—Ж T—Ж
последний пост None
Европейское айти
EU-startups EU-startups
последний пост 1 час назад
Vilnius-based Sigvi raises €1.2 million to scale its AI-powered car rental platform across Europe
Vilnius-based Sigvi raises €1.2 million to scale its AI-powered car rental platform across Europe Vilnius-based Sigvi raises €1.2 million to scale its AI-powered car rental platform across Europe

Sigvi, a Vilnius-based AI revenue agent for the car rental industry, has raised €1.2 million in pre-seed funding to accelerate product development and international expansion.

Vytis Šliažas, CEO and co-founder of Sigvi, said, “Europe is travelling more than ever, but the car rental experience hasn’t evolved at the same pace.

The company cooperates with the Kemi network of car service centres, where each vehicle is regularly inspected and maintained, starting from its initial preparation for rental.

We see a clear path for Sigvi to become the digital infrastructure layer for independent car rental across Europe,” said Gytenis Galkis, Partner at Superhero Capital.

The company plans to use thi…

1 час назад @ eu-startups.com
Why European founders must master “sovereign flexibility”
Why European founders must master “sovereign flexibility” Why European founders must master “sovereign flexibility”

The backlash reflects an underlying tension: European governments increasingly see expats and digital nomads as a new tax-generating source of revenue.

Where European scale-ups go to stallThe environment to build is changing faster than at any point in the past two decades.

Governments across Europe increasingly want critical digital infrastructure to remain local.

Building competitive European alternatives requires conditions that make ambitious founders want to build them in Europe in the first place.

This approach gives founders access to highly specialised expertise while preserving flexibility.

1 час назад @ eu-startups.com
Wild Bio acquires F1 Seed to create Britain’s first independent precision-breeding wheat business
Wild Bio acquires F1 Seed to create Britain’s first independent precision-breeding wheat business Wild Bio acquires F1 Seed to create Britain’s first independent precision-breeding wheat business

Wild Bioscience (Wild Bio), an Oxford University AgTech spinout that designs improved crops for resilient agriculture, has acquired F1 Seed, a Suffolk-based independent wheat breeding business.

With this acquisition, Wild Bio becomes a fully integrated, end-to-end UK seed company.

Dr. Ross Hendron, co-founder and CEO of Wild Bio, said, “Wheat is Britain’s biggest crop and feeds a fifth of humanity.

“The Wild Bio platform deciphers hundreds of millions of years of plant evolution to identify promising genetic improvements from wild species.

Dr. Stuart Harrison, Chief Business Officer at Wild Bio, said, “By acquiring F1 Seed, Wild Bioscience evolves from a trait discovery and licensing busine…

3 часа назад @ eu-startups.com
London-based responsible lending FinTech Plend secures funding facility of up to €58.3 million
London-based responsible lending FinTech Plend secures funding facility of up to €58.3 million London-based responsible lending FinTech Plend secures funding facility of up to €58.3 million

Plend, a London-based responsible lender dedicated to tackling financial exclusion across the UK, has secured a funding facility of up to €58.3 million (£50 million) from Triple Point, a London-based specialist investment manager.

The investment firm has originated a €23.2 million (£20 million) senior revolving credit facility, with the potential to increase to £50 million, to support the next stage of Plend’s growth.

The company states that it uses Open Banking data and proprietary credit technology to assess affordability based on a customer’s real financial circumstances, rather than relying on traditional credit scores alone.

Founded in 2004, Triple Point manages approximately €2.9 bill…

5 часов назад @ eu-startups.com
10 summer watches for entertainment and inspiration
10 summer watches for entertainment and inspiration 10 summer watches for entertainment and inspiration

Looking for inspiration and entertainment while travelling or unwinding during your summer holidays?

Here is our latest watchlist for startup enthusiasts, entrepreneurs, and anyone interested in the people and ideas behind the business world.

The film follows his efforts to overcome professional barriers, gain recognition, and turn a product concept into a commercial opportunity.

While not a traditional business film, Marty Supreme explores key entrepreneurial traits such as ambition, resilience, salesmanship, and self-belief.

It explores founder leadership, company culture, governance, fundraising, and the challenges that arise when rapid expansion begins to outpace responsible management.

21 час назад @ eu-startups.com
Dutch-US MedTech Xeltis raises €20.5 million to advance artificial vessels and valves replaced by patients’ own tissue
Dutch-US MedTech Xeltis raises €20.5 million to advance artificial vessels and valves replaced by patients’ own tissue Dutch-US MedTech Xeltis raises €20.5 million to advance artificial vessels and valves replaced by patients’ own tissue

Xeltis, a commercial-stage MedTech company based in the Netherlands and the USA, developing artificial vessels and valves that are gradually replaced by patients’ own living healthy tissue, has raised an additional €20.5 million in new funding.

Its most advanced product aXess™, an implantable blood vessel for hemodialysis vascular access, has received CE Mark approval and is now being commercially deployed across Europe.

Xeltis aims to improve patient outcomes by enabling the creation of living vessels to reduce the need for repeat interventions and address significant unmet needs in vascular access.

“The data generated by Xeltis to date has been highly compelling and underscores the potent…

22 часа назад @ eu-startups.com
Sofia-based Tiger Technology raises €8.7 million to advance always-on hybrid cloud data infrastructure
Sofia-based Tiger Technology raises €8.7 million to advance always-on hybrid cloud data infrastructure Sofia-based Tiger Technology raises €8.7 million to advance always-on hybrid cloud data infrastructure

Tiger Technology, a Sofia-based file data services company that specialises in on-premises-first hybrid cloud workflows, today announced the initial closing of a €8.7 million ($10 million) Series A financing round.

It gives us the resources to accelerate our global expansion, amplify our partnerships with leading cloud and technology platforms, and bring Tiger Technology’s always-on, AI-ready data infrastructure to many more companies operating in mission-critical environments,” said Iravan Hira, CEO, Tiger Technology.

Founded in 2004 by Alexander Lefterov, Tiger Technology empowers organisations running mission-critical operations to unlock the full value of their unstructured enterprise d…

1 day, 1 hour назад @ eu-startups.com
From prototype to production in 3 days: How LS Manufacturing supports European hardware startups in their fast-paced development (Sponsored)
From prototype to production in 3 days: How LS Manufacturing supports European hardware startups in their fast-paced development (Sponsored) From prototype to production in 3 days: How LS Manufacturing supports European hardware startups in their fast-paced development (Sponsored)

“In high-growth sectors like electric vehicles and medical hardware, physical speed to market is the ultimate competitive advantage.

By utilising advanced 3-axis, 4-axis, and 5-axis CNC machining centres, the company can process complex geometries in a single setup.

The parts are cleaned, deburred, and shipped via express courier, arriving at the startup’s European lab the following day.

By replacing sequential delays with parallel, digital production, hardware startups can execute three full design iterations in the time it would normally take to complete one.

By bridging the gap between digital software agility and physical manufacturing reality, LS Manufacturing is giving European hardwa…

1 day, 2 hours назад @ eu-startups.com
DITTO raises €5.2 million to tackle menstrual health gaps with research and targeted supplements
DITTO raises €5.2 million to tackle menstrual health gaps with research and targeted supplements DITTO raises €5.2 million to tackle menstrual health gaps with research and targeted supplements

DITTO, the scientist-founded menstrual health company, today announced a €5.2 million ($6 million) Seed round to accelerate its research projects, expand its science-led supplement range and increase its reach.

According to the company, menstrual cycle and hormone-related symptoms have long been under-researched and under-discussed.

Flo Breiner, Operating Partner at FoodLabs, said, “DITTO is a research platform that develops and sells products.

In the market of menstrual health, clinical evidence is becoming the price of entry, and the first company to set that standard is the one everyone else gets measured against.

With proprietary delivery technology, a community of 300,000 women and a l…

1 day, 2 hours назад @ eu-startups.com
Zürich-based ZuriQ raises €22.4 million to scale its 2D trapped-ion quantum processors
Zürich-based ZuriQ raises €22.4 million to scale its 2D trapped-ion quantum processors Zürich-based ZuriQ raises €22.4 million to scale its 2D trapped-ion quantum processors

ZuriQ, a Zürich-based quantum computing company building a utility-scale quantum computer with a native two-dimensional trap architecture, today announced it has raised €22.4 million ($25.5 million) in Seed funding to scale its trapped-ion quantum processors.

Christophe Jurczak, Founding Partner, Quantonation, said, “A common misconception is that the quantum race is already decided, but that is far from reality.

ZuriQ is demonstrating that there remain significant and transformational physics breakthroughs still to be made in Quantum architectures.

It states that it has developed a new approach for trapped-ion qubits that combines electric and magnetic fields to create natively two-dimensi…

1 day, 4 hours назад @ eu-startups.com
14 lessons from 14 years in VC
14 lessons from 14 years in VC 14 lessons from 14 years in VC

Some of the best opportunities in my career (including my current role) came through people I had no idea would help me as much as they did.

There is no “best” model for VCThe best VC backer for you will always depend on the nature of your business and the style of support you need.

A lot of people don’t know what you doThe worlds of Tech and VC are still a mystery to a lot of people.

The person who doesn’t yet know what VC is could be a much better investor than the one on LinkedIn aggressively sharing their hot takes.

And it’s one of the most reliable ways to future‑proof your career, whether you’re a day in or a decade.

1 day, 21 hours назад @ eu-startups.com
Milan’s Beelzebub raises €3 million to fight AI-driven cyberattacks with AI-powered hacker traps
Milan’s Beelzebub raises €3 million to fight AI-driven cyberattacks with AI-powered hacker traps Milan’s Beelzebub raises €3 million to fight AI-driven cyberattacks with AI-powered hacker traps

Beelzebub, a Milan-based AI-native cybersecurity platform that protects digital assets from AI-driven cyber attacks, today announced a €3 million Seed funding round exclusively led by the Italian DeepTech VC United Ventures.

Beyond team and expansion, Beelzebub has already begun building new technology to protect AI agents directly.

This round follows a €300k pre-Seed from strategic investors and advisers and brings the company’s total funding to €3.3 million.

Mario Candela, CEO and founder of Beelzebub, said, “Cybersecurity is a nonstop battle, and one that humans can no longer fight alone.

The moment an attacker touches one of these traps, Beelzebub detects and blocks the attack before it…

1 day, 22 hours назад @ eu-startups.com
Turning advisors into angel investors
Turning advisors into angel investors Turning advisors into angel investors

What followed was the same process I have seen in my strongest advisor relationships: time, access, honest conversations, and enough evidence to decide whether the founder can be trusted.

Turning an advisor into an investor can look like a neat conversion strategy: build trust, then ask for money.

Choose people with complementary expertise, and distinguish advisors from mentors: mentors support you as a founder, while advisors should fill a specific company need.

Even a single call can be valuable, regardless of whether you ultimately join the programme, and may lead to a long-term advisor relationship with someone from a top-tier accelerator.

Advisors scale through youTake time to build a …

2 days назад @ eu-startups.com
Manchester’s Nuclear Turbines raises €17.5 million to develop compact, cost-effective nuclear power systems
Manchester’s Nuclear Turbines raises €17.5 million to develop compact, cost-effective nuclear power systems Manchester’s Nuclear Turbines raises €17.5 million to develop compact, cost-effective nuclear power systems

Nuclear Turbines, a Manchester-based startup developing compact, cost-effective, advanced nuclear power systems, has raised a €17.5 million (£15 million) foundational round led by IQ Capital, joined by Rhapsody Venture Partners, Zero Carbon Capital and Empirical Ventures.

Jeremy Owston, co-founder of Nuclear Turbines, said, “The nuclear industry has always designed reactors first, then figured out what to do with the heat.

The removal of steam infrastructure makes Nuclear Turbines’ solution so compact that it could be deployed ‘behind the meter’ on industrial sites.

Nuclear Turbines highlights that conventional small modular reactors were the first step towards making nuclear smaller, faste…

2 days назад @ eu-startups.com
Spain’s Multiverse Computing hits unicorn status after raising €500 million Series C at €1.5 billion valuation
Spain’s Multiverse Computing hits unicorn status after raising €500 million Series C at €1.5 billion valuation Spain’s Multiverse Computing hits unicorn status after raising €500 million Series C at €1.5 billion valuation

Multiverse Computing, a San Sebastian-based AI scale-up focused on sovereign and efficient AI, today announced a €500 million ($570 million) Series C at a €1.5 billion ($1.7 billion) pre-money valuation, five times its Series B valuation.

This deal brings the company’s total funding to €701.3 million ($800 million), inclusive of prior rounds, and may remain open to select additional strategic investors.

This round is the moment we scale that proof across every industry that needs it,” said Enrique Lizaso, co-founder and CEO of Multiverse Computing.

In June 2025, Multiverse Computing announced a €189 million Series B funding round led by Bullhound Capital.

In March 2025, the Government of Sp…

2 days, 2 hours назад @ eu-startups.com
Tech.eu Tech.eu
последний пост 44 минуты назад
British defence startup Agon creating virtual battlefields to combat drone attacks launches, raising $30M
British defence startup Agon creating virtual battlefields to combat drone attacks launches, raising $30M British defence startup Agon creating virtual battlefields to combat drone attacks launches, raising $30M

A British defence startup founded by a former Anduril director, which is building virtual battlefields where AI-powered autonomous weapons practice fighting, has today launched, supported by $30m in funding.

The $30m funding round marks one of Europe’s biggest defence technology seed rounds this year and comes amid increased appetite from European governments to embrace modern defence technology, as seen in the war in Ukraine.

Founded in 2026, Agon is pitching itself as a startup that builds the infrastructure that designs, trains and iterates AI systems faster than adversaries.

It claims that its technology gives defence companies, AI developers and governments the best chance of success o…

44 минуты назад @ tech.eu
Legora acquires legal AI startup Wexler in fifth acquisition of 2026
Legora acquires legal AI startup Wexler in fifth acquisition of 2026 Legora acquires legal AI startup Wexler in fifth acquisition of 2026

Legora today announced the acquisition of London-based Wexler, the company’s fifth acquisition in 2026.

Check out our earlier interview with Wexler co-founder and CEO Gregory Mostyn.

Wexler's engineering team will form the founding team of Legora's London engineering hub.

“Every dispute and every investigation comes down to the facts, and finding them is often the most manual and expensive part of legal work,” said Max Junestrand, CEO and Co-Founder of Legora.

“As agentic systems take on more of that work, fact queries won't just grow, they'll multiply by orders of magnitude.

44 минуты назад @ tech.eu
Kinematic Trees raises £585K to scale nature-inspired robotics software
Kinematic Trees raises £585K to scale nature-inspired robotics software Kinematic Trees raises £585K to scale nature-inspired robotics software

UK-based robotics software startup Kinematic Trees has raised £585,000 in pre-seed funding to accelerate the development of its robot-agnostic software platform and expand its commercial and engineering teams.

Founded in 2025 by Dr Stuart Wilson and Daniel Camilleri, Kinematic Trees develops a software integration layer designed to make advanced robotics easier to deploy across different hardware platforms.

The company is working with robotics providers to develop integrated solutions across sectors including manufacturing, healthcare, education and the creative industries.

The new funding will support product development, international deployment, and the expansion of Kinematic Trees' comm…

1 час назад @ tech.eu
Qureight secures $20M Series B to expand AI-powered imaging platform for clinical trials
Qureight secures $20M Series B to expand AI-powered imaging platform for clinical trials Qureight secures $20M Series B to expand AI-powered imaging platform for clinical trials

Qureight, an end-to-end imaging company that provides enterprise-grade imaging and precision endpoints for clinical trials with a focus on lung and heart disease, today announced it has raised $20 million in a Series B financing, led by Molten Ventures.

Existing investors Hargreave Hale AIM VCT, XTX Ventures, Guinness Ventures, Meltwind, and Ascension also participated in the round.

The Qureight platform includes:Global imaging CRO services to improve image handling in clinical trials and support rapid site onboarding and patient inclusion decisions.

The new disease models will complement Qureight’s existing models in lung fibrosis and expand the Company’s market reach, solidifying its posi…

1 час назад @ tech.eu
How The Bologna Gathering became an ecosystem builder
How The Bologna Gathering became an ecosystem builder How The Bologna Gathering became an ecosystem builder

Instead, alongside building one of Europe's leading sovereign cloud companies, they've invested heavily in something less tangible but equally important: Bologna's startup ecosystem.

And, as an invite-only event, The Bologna Gathering intentionally offers a different kind of gathering to Italy’s excellent flagship events like Italian Tech Week.

Founders are returning to Italy"Brain circulation" is becoming a defining feature of the Italian ecosystem.

A maturing startup ecosystemItaly's startup ecosystem is also showing growing momentum.

Building Cubbit and helping build Bologna's startup ecosystem were never separate projects—they were two parts of the same ambition.

2 часа назад @ tech.eu
"We are a very different company to Palantir,” says “discreet” French replacement
&quot;We are a very different company to Palantir,” says “discreet” French replacement &quot;We are a very different company to Palantir,” says “discreet” French replacement

The managing director of the little-known French startup thrown into the spotlight when it was chosen by France’s domestic intelligence services to replace controversial US data analytics giant Palantir doesn’t like the company being called the “European Palantir”.

I wouldn’t match ChapsVision as a European Palantir.

We work on a different philosophy.”Palantir ditchedThe surprise move to ditch Palantir was announced by France in June this year.

France must have its own tools.”The move came amid heightened concern among European governments at their reliance on overseas, particularly US, tech.

Is sovereignty a bigger issue for European governments or European companies?

3 часа назад @ tech.eu
Sigvi raises €1.2M to expand automated car rental operations
Sigvi raises €1.2M to expand automated car rental operations Sigvi raises €1.2M to expand automated car rental operations

Sigvi, an AI-powered revenue platform for the car rental industry, has raised €1.2 million in pre-seed funding to accelerate product development and international expansion.

Founded by Vytis Šliažas (CEO), Ignas Gibas (COO), and Mindaugas Banaitis (CTO), Sigvi enables independent fleet operators and private owners to offer vehicles through a fully automated rental platform.

According to Eurostat, travellers spent nearly 3.1 billion nights in tourist accommodation across the EU in 2025, while many car rental processes remain largely manual.

Europe is travelling more than ever, but the car rental experience hasn't evolved at the same pace.

Meanwhile, thousands of quality vehicles owned by ind…

3 часа назад @ tech.eu
Greyparrot secures $27M Series B to scale AI waste intelligence for the circular economy
Greyparrot secures $27M Series B to scale AI waste intelligence for the circular economy Greyparrot secures $27M Series B to scale AI waste intelligence for the circular economy

London-based AI waste intelligence company Greyparrot has raised $27 million in Series B funding, bringing its total funding to $60 million.

The milestone underscores Greyparrot's growing role in waste intelligence.

This funding lets us scale rapidly across North America and Europe and grow our AI, data science and product teams.

Beyond improving recycling operations, Greyparrot sees waste intelligence can reshape how materials are valued and managed across the wider economy.

Waste intelligence will do for materials what satellite data did for navigation.

21 час назад @ tech.eu
5U AI lands $3.2M pre-seed for AI freight workforce platform
5U AI lands $3.2M pre-seed for AI freight workforce platform 5U AI lands $3.2M pre-seed for AI freight workforce platform

Munich-based logistics AI startup 5U AI has raised $3.2 million in pre-seed funding to scale its digital workforce platform for freight forwarding teams.

Founded in 2025 by Technical University of Munich graduates Yagiz Abik and Fehmi Şener, 5U AI develops AI-powered digital workers that automate operational tasks across air, sea and road freight.

Unlike conventional automation tools, the platform records the reasoning behind each operational decision through its Decision Layer, giving freight teams visibility into how work is completed.

The platform is already in use by freight forwarders and carriers across Europe, supporting air and ocean freight operations.

5U AI will use the funding to…

1 day назад @ tech.eu
Perceptual Robotics secures £4M+ to scale AI-powered wind inspections
Perceptual Robotics secures £4M+ to scale AI-powered wind inspections Perceptual Robotics secures £4M+ to scale AI-powered wind inspections

UK wind technology company Perceptual Robotics has secured over £4 million in funding so far this year.

Founded to improve the inspection and maintenance of wind turbines, Perceptual Robotics develops autonomous inspection systems and AI-powered software that help operators identify blade damage, prioritise repairs, and manage wind turbine fleets more efficiently.

Since its previous funding round, Perceptual Robotics has expanded its customer base across Europe, North America, and Latin America.

Its technology is now used to inspect wind turbines in environments ranging from the forests of northern Sweden to the Caribbean, including some of the world's largest turbines.

It gives us the reso…

1 day, 1 hour назад @ tech.eu
ZuriQ raises $25.5M to scale its breakthrough 2D quantum architecture
ZuriQ raises $25.5M to scale its breakthrough 2D quantum architecture ZuriQ raises $25.5M to scale its breakthrough 2D quantum architecture

Swiss quantum computing startup ZuriQ has raised $25.5 million in seed funding to accelerate the development of its trapped-ion quantum processors.

Founded as a spin-out from ETH Zürich, ZuriQ is developing a new generation of trapped-ion quantum processors designed to overcome the scalability limitations of conventional architectures.

While most trapped-ion quantum computers rely on one-dimensional ion chains connected through complex junctions, ZuriQ has developed a native two-dimensional architecture based on Penning micro-traps.

The demonstrator features a three-by-three array of nine individually controlled ions, representing the largest two-dimensional trapped-ion array of its kind to…

1 day, 2 hours назад @ tech.eu
Beyond the hyperscale cloud: DFINITY's vision for sovereign computing
Beyond the hyperscale cloud: DFINITY's vision for sovereign computing Beyond the hyperscale cloud: DFINITY's vision for sovereign computing

At the World Economic Forum in Davos, DFINITY launched the Swiss Subnet, a sovereign cloud deployment running entirely on 13 independent node providers located within Switzerland.

Pakistan is now building a national subnet based on the same architecture, becoming the first country to deploy a decentralised sovereign cloud platform at nation-state scale.

Building a different kind of cloudDFINITY is attempting to build a decentralised alternative to traditional cloud infrastructure.

For Williams, sovereign cloud is not simply about where servers are located.

From my perspective, genuine sovereignty requires genuinely sovereign infrastructure and sovereign software.“Pakistan: sovereign cloud a…

1 day, 22 hours назад @ tech.eu
Multiverse Computing targeting up to $570M in latest round
Multiverse Computing targeting up to $570M in latest round Multiverse Computing targeting up to $570M in latest round

A Spanish scaleup looking to make AI cheaper and more efficient for enterprises says it is targeting up to $570m in its latest funding round, at an elevated $1.7bn valuation.

Multiverse Computing is working at the intersection of AI and quantum, providing tech which it claims can reduce the size of LLMs amid demands for cheaper AI compute.

The funding round in Multiverse Computing is co-led by Forgepoint Capital International, BNPP SIVF, and Bullhound Capital.

Once complete, total funding in Multiverse Computing will be around $800m, it said.

Multiverse Computing's tech is already being deployed across devices and systems, including drones, cameras, satellites, vehicles, and telecom infrast…

2 days, 1 hour назад @ tech.eu
Beelzebub raises €3M to strengthen enterprise cyber defence with AI
Beelzebub raises €3M to strengthen enterprise cyber defence with AI Beelzebub raises €3M to strengthen enterprise cyber defence with AI

Beelzebub, an Italy-based cybersecurity startup developing an AI-native platform to protect organisations from AI-driven cyberattacks, has raised a €3 million seed funding round led exclusively by United Ventures.

The investment follows a €300,000 pre-seed round backed by strategic investors and advisors, bringing the company's total funding to €3.3 million.

As cyber threats become increasingly sophisticated and regulatory frameworks such as the NIS2 Directive and the Cyber Resilience Act raise security requirements across Europe, organisations are under pressure to strengthen their cyber defences.

Rather than relying solely on perimeter protection, Beelzebub operates on an assumed-breach m…

2 days, 1 hour назад @ tech.eu
BAE Systems' energy spinout Nuclear Turbines emerges from stealth with £15M raise
BAE Systems' energy spinout Nuclear Turbines emerges from stealth with £15M raise BAE Systems' energy spinout Nuclear Turbines emerges from stealth with £15M raise

A BAE Systems spinout whose tech could help generate electricity at one-fifth of the cost of today’s nuclear power plants has come out of stealth, securing a £15m funding round led by IQ Capital.

Manchester-based Nuclear Turbines is an energy startup developing compact modular nuclear systems to help make clean nuclear power cheaper than fossil fuels.

It is looking to reduce the high cost of generating nuclear power by replacing expensive steam turbine systems with “highly efficient” high-temperature turbine technology normally found in jet engines and gas-fired power plants, combined with a novel nuclear reactor design.

It also says its vision aligns with the 2025 government-commissioned N…

2 days, 2 hours назад @ tech.eu
TechCrunch: Europe TechCrunch: Europe
последний пост 2 days назад
Europe got its own TBPN-style live show, and everyone’s angling for a guest spot
Europe got its own TBPN-style live show, and everyone’s angling for a guest spot

On Monday, the network announced a $1.6 million seed round from top players in the media ecosystem, including Powerhouse Capital, Axel Springer SE (which owns Business Insider and Politico), the popular media publication LadBible, and angel investors from OpenAI and DeepMind. With this fresh capital, the network is announcing its largest expansion yet.

2 days назад @ techcrunch.com
Tesla’s Full Self-Driving software is creeping into Europe
Tesla’s Full Self-Driving software is creeping into Europe

First came the Netherlands, now it's Lithuania. And more European countries appear to be in the queue for Tesla's driver assistance system.

2 months, 1 week назад @ techcrunch.com
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.

3 months, 3 weeks 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.

3 months, 3 weeks 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.

4 months, 1 week 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.

5 months, 1 week 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.

5 months, 3 weeks 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.

6 months, 1 week 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.

7 months 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.

9 months, 2 weeks назад @ techcrunch.com