Thanks to algorithmic pricing, purchasing a flight online now involves trying different browsers, devices, accounts, and aggregators; advanced ML models will make this even more challenging.

This seems awful, but on the bright side, ML companies get to charge everyone money for the hellscape they created.

The ML systems were contributing factors in these stories, but were not sufficient to cause the incident on their own.

Since we tend to look at computer systems as rational arbiters of truth, ML systems wrap biased decisions with a veneer of statistical objectivity.

I think ML models will further diffuse responsibility, replacing judgements that used to be made by specific people with ille…

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The Problem That Built an IndustryPart 1 of 6 in the Iron Core series — the 60-year-old infrastructure that flies 4.5 billion people a year.

The World Before SABRETo understand why this infrastructure exists, you need to understand the problem it was built to solve.

Air India runs on Amadeus Altéa, a modern PSS (Passenger Service System) built on top of the Amadeus infrastructure.

The return — DHB4AL, MAN→LHR→DEL→NAG — mixed British Airways (who also runs on Amadeus Altéa) and Air India.

It uses Navitaire, a PSS built specifically for low-cost carriers, now owned by Amadeus but operated as a separate product.

Universal basic income is an idea that hasn’t gained much traction, but South Korea on Thursday implemented a universal basic mobile data access scheme.

South Korea’s dominant carriers, SK Telecom, KT, and LG Uplus, have agreed to the plan.

“Instead, we must respond with a level of innovation and contribution – a complete transformation – that the public can tangibly perceive."

The universal basic data scheme is not the only act of contrition South Korea’s telcos promised to perform.

They’ve also resolved to introduce low-priced 5G plans that cost ₩20,000 or less ($13.50), and to increase data and calling allowances for senior citizens.

The math has turned against bitcoin miners, and the war is making it worse every week.

Checkonchain's difficulty regression model, which estimates average production costs based on network difficulty and energy inputs, pegged the figure at $88,000 per bitcoin as of March 13.

And Trump's 48-hour ultimatum on Saturday, threatening to attack Iran's power plants, added a new layer of risk for miners.

Hashprice, the metric tracking expected miner revenue per unit of computing power, is hovering around $33.30 per petahash per second per day, according to Luxor's Hashrate Index.

The publicly traded miners have been adapting by diversifying into AI and high-performance computing, which offer more p…

maps, territory and LMsListen to this post 0:00 0:00 1×Borges has a very short story about an empire whose cartographers kept producing larger and larger maps, until they built one the size of the empire itself.

so good that they are now well beyond useful representations of the territory, and are in many ways beginning to reshape the territory itself.

this means, i think, that we need to be much better at reading maps without losing our connection to the territory.

we can’t point to the exact moment when a useful map starts substituting for the territory.

houellebecq’s protagonist in the map and the territory argued that the map is more interesting than the territory.

Clouds of invisibly small microplastics concentrate in the air of our homes, and we could be breathing in hundreds of thousands to millions of them each year.

If you look at the labels of the clothes you threw on today, chances are at least some of them use synthetic fabrics.

But these convenient garments are also among of the main culprits infusing the air in our homes with invisible pollution: microplastics.

Scientists believe the majority of our exposure to microplastics happens when we're indoors.

The good news is there are things we can do about it in our homes, from reconsidering the clothes and furnishings we buy, to changing the way we wash our clothes and clean our houses.

Official announcementI started Cirrus Labs in 2017 in the spirit of Bell Labs.

Even the name reflected that ambition: Cirrus, inspired by cirrus clouds, one of the highest clouds in the sky.

This is why when the opportunity arose for us to join OpenAI, it was an easy yes, and I'm happy to announce today that we've entered into an agreement to join OpenAI as part of the Agent Infrastructure team.

Joining OpenAI allows us to extend the mission we started with Cirrus Labs: building new kinds of tooling and environments that make engineers more effective, for both human engineers and agentic engineers.

Building Cirrus Labs has been the privilege of a lifetime.

Polymarket users have bet on whether Russia will take the city.

But longtime users say it increasingly resembles a casino – where everything, from Trump’s fury to the second coming of Jesus Christ can be monetised.

Prediction markets are “a ‘truth signal’ that moves faster than polls, pundits, or official reports”, wrote a Forbes columnist.

They decided whether it can be said that the US and Iran really did reach a ceasefire this week.

“That sort of makes prediction markets at least a little bit more clear, because at least you can track the wallets.

Mr President, remind me what your name is?

>► CONFIRM

Windows Defender, the built-in antivirus running on every Windows machine, has a zero-day exploit with full source code sitting on GitHub.

On Windows Server the result is different but still serious: a standard user ends up with elevated administrator access.

Those five components are Windows Defender, Volume Shadow Copy Service, the Cloud Files API, opportunistic locks, and Defender’s internal RPC interface.

With Defender frozen in place, the exploit reads the SAM, SYSTEM, and SECURITY registry hives directly from the snapshot.

Recompile the same code with any small change and Defender does not flag it at all.

Four humans got into a rocket and went to the moon, farther from Earth than any humans have ever traveled in the history of our species.

That is not a small thing.

Reid Wiseman, the commander, is a widower raising two daughters alone after his wife Carroll died of cancer in 2020 at 46.

Feeling small is relief.

Someone who has felt so big, so enormously villainous for so long suddenly felt very, very small.

Comments

all known cow.txt files and their statushappily grazing ran away wasn't checked yet

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Inspired by the videos of Liz Oyer, I wanted to be able to verify her claims and just look up all the pardons more easily.

Tech Stack: Playwright - to sccrape the DOJ website SQLite - local database Astro 6 - Build out a static website from the sqlite dbAll code is open source and available on Github.

20 Years on AWS and Never Not My JobI created my first AWS account at 10:31 PM on April 10th, 2006.

By this point I was the FreeBSD Security Officer, so my first interest with anything in the cloud was security.

Among the features I was briefed on was "Custom Kernels"; much like how AWS Lambda works today, Amazon EC2 launched without any "bring your own kernel" support.

I ended 2007 with a blog post which I was told was quite widely read within Amazon: Amazon, Web Services, and Sesame Street.

In May 2019, I was invited to join the AWS Heroes program, which recognizes non-Amazonians who make significant contributions to AWS.

I’m still being productive, and I want to do the things I do while being productive.

In my case, I am still being productive, just not on the tasks that I should be focusing on.

A simple chronological chart shows that over time I have become less productive in making videos in general.

Completing several productive tasks (but not the main task), can trick us into believing we’ve already accomplished a lot.

Working on these other tasks that are actually productive, my brain gets deceived into thinking that I’ve been productive — so there’s no need to work on the main task.

Air traffic control is crucial to maintaining safety for aircraft going in and out of airports.

Controllers monitor and direct aircraft to avoid collisions and other issues at, above and around airports.

Guides to the profession suggest the job requires quick decision-making under pressure as well as technical expertise.

The Seasons are WrongIt is with deep regret that I must shatter long held illusions about the structure of our world.

The things you believe to be summer, winter, spring, and fall are not as they seem.

You might think that sounds more like the first day of spring, but you would be wrong.

Here are what the seasons look like in relation to day length:This feels wrong.

Instead of summer starting on the summer solstice, summer will start halfway between the spring equinox and the summer solstice (~May 7).

quienA better WHOIS lookup tool.

Interactive TUI with tabbed views for WHOIS, DNS, mail, SSL/TLS, HTTP headers, and tech stack detection.

Installbrew tap retlehs/tap brew install retlehs/tap/quienOr with Go:go install github.com/retlehs/quien@latestUsage# Interactive prompt quien # Domain lookup (interactive TUI) quien example.com # IP address lookup quien 8.8.8.8 # JSON output quien --json example.comFeaturesRDAP-first lookups with WHOIS fallback for broad TLD coveragewith WHOIS fallback for broad TLD coverage IANA referral for automatic WHOIS server discoveryfor automatic WHOIS server discovery Tech stack detection including WordPress plugins, JS/CSS frameworks, and external services pars…

Go deeper with The Free Press

Hold tightWe are establishing a secure connection.

This website is using a security service to protect itself from online attacks.

We are checking your browser to establish a secure connection and keep you safe.

So I went and researched / reported on the missing language and sure enough Rust is a strong contender - except for its devx.

In fact, if you could remove the cons Rust looks a lot like the type of language I've been searching for.

High Level RustSo I had this idea - what if you could just write Rust as a high-level language?

What I came up with was an approach that gets us ~80% of benefits of Rust for only ~20% of the pain.

When High Level Rust Makes SenseI think this is a good fit when you care more about logic than performance.

Git fixup is magic (and Magit is too) git emacs written by humans, not LLMs Arialdo Martini — 9/06/2024 —We all know how to use git commit --amend to fix up the very last commit.

Fix up the desider commit ( git fixup ).

Just type:git commit --fixup 84831aband Git will diligently copy the 3rd to last commit message, prefixing it with fixup! .

You prefer having a git fixup command completing all the necessary tasks without bothering you.

git commit --fixup=$TARGET Create a new commit setting the commit message to fixup!

0010 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f .U..U..U..U..U.. 0020 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 U..U..U..U..U..U 0030 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f ..U..U..U..U..U.

Moving on to the last 2 packets, the pattern continues:0000 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f .U..U..U..U..U.. 0010 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 U..U..U..U..U..U 0020 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f ..U..U..U..U..U.

0030 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f 55 0f 0f .U..U..U..U..U.. 0000 55 0f 0f 00 00 00 00 00 00 00 00 00 00 00 00 00 U............... 0010 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................ 0020 00 00 00 …

In a nutshell, you can use the git version control tool to quickly assess a project’s health, what breaks, who’s a key figure, how bad emergencies are, and so on.

&& git log --format=format: --name-only --since='1 year ago' | rg -v 'po$|json$|desktop$' | sort | uniq -c | sort -nr | head -20" alias what-breaks="echo 'What breaks a lot?'

&& git log -i -E --grep='fix|bug|broke|bad|wrong|incorrect|problem' --name-only --format='' | sort | uniq -c | sort -nr | head -20" alias emergencies="echo 'And what were the emergencies?'

&& git shortlog -sn --no-merges | rg -v 'l10n daemon script' | head -n 30" function repo-analysis { what-changes echo what-breaks echo emergencies echo momentum echo mainta…

Passive radar is radar that doesn't need a transmitter; it uses existing broadcasts of opportunity.

Passive radar is radar that works by listening passively.

A well-designed passive radar system fuses all of these to build a coherent picture of what's moving overhead.

Passive radar works with whatever waveforms happen to be available.

Passive radar works with whatever waveforms happen to be available.

Choose any three.

HomeMenuAboutDocumentationDownloadLicenseSupportPurchaseSearch AboutDocumentationDownloadSupportPurchase Search Documentation Search ChangelogSQLite Release 3.53.0 On 2026-04-09A complete list of SQLite releases in a single page and a chronology are both also available.

A detailed history of every check-in is available at SQLite version control site.

Windows Defender, the built-in antivirus running on every Windows machine, has a zero-day exploit with full source code sitting on GitHub.

On Windows Server the result is different but still serious: a standard user ends up with elevated administrator access.

Those five components are Windows Defender, Volume Shadow Copy Service, the Cloud Files API, opportunistic locks, and Defender’s internal RPC interface.

With Defender frozen in place, the exploit reads the SAM, SYSTEM, and SECURITY registry hives directly from the snapshot.

Recompile the same code with any small change and Defender does not flag it at all.

It's very young, development was paused for a while (funding), and was missing a couple normal S3 features I wanted last I checked.

I don't know what's wrong, but I run it with a master and volume node, it's slow.

The Versity S3 Gateway currently supports generic POSIX file backend storage and Versity’s ScoutFS filesystem.

It can proxy to other S3 backends so you don't have to expose auth or can provide a custom auth layer.

But what it can do is just use the local filesystem for S3 storage and that's good enough for me.

When Harari told the same story on The Daily Show, the audience gasped.

So why is Harari telling this story as if it belongs to a new genre of AI horror?

Harari is either so worried about the sneaky capabilities of AI that he’s built an impenetrable fortress, or his website is broken.

“System cards” are like product labels for AI models, detailing their training, failures, and safety breaches.

We need to study AI systems with rigorous research methods, not improv games.

AI Coding AssistantsThis document provides guidance for AI tools and developers using AI assistance when contributing to the Linux kernel.

AI tools helping with Linux kernel development should follow the standard kernel development process:Documentation/process/development-process.rstDocumentation/process/coding-style.rstDocumentation/process/submitting-patches.rstLicensing and Legal RequirementsAll contributions must comply with the kernel's licensing requirements:All code must be compatible with GPL-2.0-onlyUse appropriate SPDX license identifiersSee Documentation/process/license-rules.rst for detailsSigned-off-by and Developer Certificate of OriginAI agents MUST NOT add Signed-off-by tag…

The irony is, "not talking about AI" is still "talking about AI", so we might as well talk about it.

Nowadays many people are pushing AI-assisted code, some of them in a responsible way, some of them not.

The only thing that I can do is to be responsible myself and advise others to be responsible as well.

In my internet experience, licensing disputes mostly lead to nowhere and I don't think this will be an exception.

Don't drink and drive / don't vibe code and commit.

We're sorry but this website doesn't work properly without JavaScript enabled.

Please enable it to continue.

Terrence O'Brien / The Verge:

Google says that Polymarket bets showing up in Google News was an error, and the prediction market's bets on real world events were not supposed to appear there — Links to bets on world events were appearing alongside legitimate news organizations.

Mari Kiyohara / Bloomberg:

Japan approves an additional $4B in subsidies to Rapidus to bankroll the chipmaker's work for Fujitsu, taking the total state investment and fees to $16.3B — Japan approved ¥631.5 billion ($4 billion) in additional subsidies to quicken Rapidus Corp.'s entry into the high-stakes AI chipmaking arena …

The Citizen Lab:

An investigation details Webloc, an ad-based geo surveillance system providing access to a constantly updated stream of records from up to 500M mobile devices — Location data collected from mobile apps and digital advertising can reveal habits, interests and almost any other aspect of someone's life.

Bradley S. Klein / Wall Street Journal:

How AI is transforming golf: optimizing course operations, virtual assistants handling tee time bookings, and AI instructor apps improving player performance — From reserving a tee time to fending off turf disease, artificial intelligence is putting the game under an algorithmic microscope

Robert Burnson / Bloomberg:

Court filing: OpenAI says Elon Musk's recent amendments to his OpenAI lawsuit are a “legal ambush”, calling them “legally improper and factually unsupported” — OpenAI says Elon Musk has suddenly changed direction on what he's seeking in his lawsuit against the startup in a …

Clara Murray / Financial Times:

Ramp data: 30.6% of US businesses paid for Anthropic's tools in March, up from 24.4% in February; OpenAI's US business adoption remained nearly flat MoM at ~35% — Divergence reflects company's recent rapid growth owing to strong interest in its Claude Code products

Reuters:

Indian IT giant TCS reports Q4 sales up 9.7% YoY to $7.63B, net profit up 12.2% to $1.48B, both above est., and says new AI models did not hurt services demand — Tata Consultancy Services (TCS.NS) reported better-than-expected quarterly results on Thursday and said that new artificial intelligence models …

Yang Jie / Wall Street Journal:

UK activist investor Palliser has built a stake in Ajinomoto, urging it to raise prices for its ABF, a key material used to form advanced chipmaking substrates — Its shares surged in February and is up over 40% year to date — An activist investor has built a stake in a Japanese company …

Matthew Martin / Semafor:

Alat, a $100B Saudi Arabia PIF-backed electronics manufacturing fund, has removed CEO Amit Midha; sources say it has dropped plans to invest in chip production — The Scoop — Know More — Notable — THE SCOOP — Saudi Arabia's sovereign wealth fund has dismissed Alat CEO Amit Midha …

Sam Sabin / Axios:

OpenAI says a GitHub workflow used to sign its macOS apps downloaded a malicious Axios library on March 31, but no user data or internal system was compromised — OpenAI said Friday that it found evidence that one of its internal tools downloaded a compromised update from a recently infected, legitimate open-source software library.

Bloomberg:

Sources: three senior executives who helped launch OpenAI's Stargate initiative are leaving the company and joining Meta — Three key players in OpenAI's massive effort to set up hundreds of billions of dollars' worth of artificial intelligence data center capacity are joining Meta Platforms Inc. …

Jack Queen / Reuters:

The US CFTC says a district court judge granted its request for a temporary restraining order barring Arizona from continuing its criminal case against Kalshi — A federal judge on Friday blocked Arizona from continuing its criminal case against prediction market Kalshi …

Wall Street Journal:

Sources: US National Cyber Director Sean Cairncross is leading an effort to identify security vulnerabilities in critical infrastructure that AI could exploit — Group led by National Cyber Director Sean Cairncross aims to identify security vulnerabilities before models from Anthropic, OpenAI are released

Reuters:

Report: Canada's Cohere and Germany's Aleph Alpha are in talks to merge; the German government would be willing to become a key customer of a combined company — Artificial intelligence companies Cohere of Canada and Aleph Alpha of Germany are in talks to merge and have Berlin's support …

Sam Altman:

Sam Altman reflects on the attack on his house, OpenAI's success, personal regrets, and advocates for de-escalating rhetoric and tactics in the AI industry — Here is a photo of my family. I love them more than anything. — Images have power, I hope. Normally we try to be pretty private …

Michael Kan / PCMag:

Amazon Luna is dropping support for game purchases and third-party game stores and subscriptions; previously purchased games will be accessible until June 10 — The Luna game-streaming service is getting an overhaul, with Amazon pulling the plug on game purchases and hosting third-party game stores and subscriptions.

Bloomberg:

Blackstone files for an IPO of a new data center acquisition vehicle to buy already-built and leased properties, and, sources say, plans to raise ~$2B — Blackstone Inc. filed for an initial public offering of a new data-center acquisition vehicle that plans to buy already-built …

The Information:

Sources: Cisco is in talks to acquire Tel Aviv-based Astrix Security, which sells software to monitor and secure AI agents, for between $250M and $350M — Cisco Systems is in talks to acquire Astrix Security, a five-year-old Israeli cybersecurity startup that sells software to monitor and secure AI agents …

Reuters:

Tesla says Dutch regulators approved the use of its full self-driving software, marking the first regulatory sign-off for the feature in Europe — Tesla (TSLA.O) on Friday said Dutch regulators had approved the use of its driver assistance software which handles most driving tasks on highways …

Bloomberg:

Sources: Goldman Sachs, Citigroup, and other banks are testing Anthropic's Mythos model internally; JPMorgan Chase is the only bank named in Project Glasswing — Wall Street banks are starting to test Anthropic PBC's Mythos model internally as Trump administration officials encourage them to use it to detect vulnerabilities.

Samantha Subin / CNBC:

Sources: a week before Mythos release, JD Vance and Scott Bessent questioned Amodei, Altman, and others about AI model security and responding to cyber attacks — Vice President JD Vance and Treasury Secretary Scott Bessent last week questioned leading tech CEOs about the security …

Shaurya Malwa / CoinDesk:

Analysis: Trump's World Liberty Financial used 5B of its WLFI tokens to borrow $75M from a platform its adviser co-founded; WLFI falls to an all-time low — Onchain data shows WLFI deposited 5 billion of its own tokens as collateral to borrow stablecoins it then sent to Coinbase Prime …

Ryan Devereaux / The Intercept:

Source: federal prosecutors have subpoenaed Reddit to appear before a grand jury, to provide personal data on an anonymous user who criticized ICE — An ICE summons to get the user's identity failed. Advocates worry the move to a grand jury signals an escalation of the war on dissent.

Ed Bott / ZDNET:

Microsoft unveils plans to streamline the Windows Insider program, offering a simplified channel structure, moving between channels without wiping PCs, and more — ZDNET's key takeaways — Microsoft is making the Insider Program less complicated. — Beta channel will be a more reliable preview of the next retail release.

Joe Miller / Financial Times:

Trump hails Palantir's “great war fighting capabilities”, days after short seller Michael Burry said the company will lose to AI startups; PLTR is down ~25% YTD — US president's endorsement follows criticism from famed investor Michael Burry — Shares in Palantir rose on Friday …

Anissa Gardizy / The Information:

Three senior executives who helped launch OpenAI's Stargate initiative are leaving, sources say to join the same new company — Three senior OpenAI executives who helped launch the company's original Stargate data center initiative have left or are preparing to depart the ChatGPT maker in the coming days …

Maxwell Zeff / Wired:

San Francisco police arrested a suspect for allegedly throwing a Molotov cocktail at Sam Altman's home and also making threats outside OpenAI's headquarters — An attacker allegedly threw a molotov cocktail at the OpenAI CEO's residence before making threats outside of the startup's headquarters.

Zack Whittaker / TechCrunch:

France says it plans to move government computers running Windows to Linux, to further reduce its reliance on US technology, without providing a timeline — France is moving on from Microsoft Windows. The country said it plans to move its government computers currently running Windows …

Ben Sisario / New York Times:

Jury deliberations began Friday in the Live Nation antitrust trial, after state attorneys general continued to pursue the case even as the US DOJ settled — Thirty-four states accused the concert giant of suffocating competition and driving up ticket prices. The company denies being anything but big.

Karpathy-Inspired Claude Code GuidelinesA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should."

"They really like to overcomplicate code and APIs, bloat abstractions, don't clean up dead code... implement a bloated construction over 1000 lines when 100 would do."

"They still sometimes change/remove comments and code they don't sufficiently understand as side effects, even if orthogonal to the task."

InstallOption A: Claude Code Plugin (recommended)From within Claude Code, …

PersonaPlex ArchitectureUsagePrerequisitesInstall the Opus audio codec development library:# Ubuntu/Debian sudo apt install libopus-dev # Fedora/RHEL sudo dnf install opus-develInstallationDownload this repository and install with:pip install moshi/.

You enjoy having a good conversation.

You enjoy having a good conversation.

You enjoy having a good conversation.

As an inspiration we feature the following astronaut prompt in the WebUI:You enjoy having a good conversation.

Agent-Native CLI — Every capability, knowledge base, session, and TutorBot is one command away.

Install dependenciesgit clone https://github.com/HKUDS/DeepTutor.git cd DeepTutor conda create -n deeptutor python=3.11 && conda activate deeptutor pip install -e " .

[cli] " deeptutor chat # Interactive REPL deeptutor run chat " Explain Fourier transform " # One-shot capability deeptutor run deep_solve " Solve x^2 = 4 " # Multi-agent problem solving deeptutor kb create my-kb --doc textbook.pdf # Build a knowledge baseSee DeepTutor CLI for the full feature guide and command reference.

📖 Explore DeepTutor💬 Chat — Unified Intelligent WorkspaceFive distinct modes coexist in a single workspace, bound…

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

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

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

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

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

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

Please use forge provider login instead.

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

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

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

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

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

: Desktop GPU support and Multi-Modality.

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

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

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

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

setup { -- Directory t…

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

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

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

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

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

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

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

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

import cv2 import supervision as sv image = cv2 .

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

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

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

--fol…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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The Vasa DisasterA few years ago, I was working for a client in Stockholm and in some free time, I visited the wreck of the Vasa, the world’s best-preserved 17th-century ship.

The Vasa and the KingOn 10 August 1628, the Vasa set sail from Stockholm harbour on her maiden voyage as the newest and most expensive ship in the Royal Swedish Navy.

The king had ordered the Vasa ready by 25 July; the maiden voyage on 10 August was already more than two weeks late.

The gradient between the people building the Vasa and King Gustav was of a categorically different order.

and Gopalakrishnan, S. (2004) ‘Vasa syndrome: insights from a 17th-century new-product disaster’, IEEE Engineering Management Review,…

Google’s AI Overviews are peddling misinformation on a scale that may be virtually unprecedented in human history.

Add the convenience that Google’s AI Overviews offer, and it’s easy to imagine untold numbers of users taking its summaries at their word.

The first round of tests, conducted in October, used a version of the AI Overviews powered by Google’s Gemini 2 model.

Google claims, however, that AI Overviews are more accurate because they draw on Google search results before answering.

More on Google: Google News Now Prominently Featuring Polymarket Bets

Unfolder for Mac A 3D model unfolding tool for creating papercraft Try for Free Buy Now Also avaliable on Mac App StoreUnfolding Unfolder can generate 2D parts for your 3D models in a few seconds.

Split & Join Parts Even though the auto-unfolded result is decent most of the time, Unfolder also allows you to split and join parts easily by clicking the edges in 2D view or 3D view.

Learn moreEdit Flaps Unfolder allows you to switch, add, remove, merge, and reshape the flaps.

Learn moreStyling Unfolder allows you to customize the color, width, and dashing of lines.

You can individually control the appearance of the cutting line, ridge-fold line, and valley-fold line.

This website is using a security service to protect itself from online attacks.

The action you just performed triggered the security solution.

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I Still Prefer MCP Over Skills#TL;DR: The AI space is pushing hard for “Skills” as the new standard for giving LLMs capabilities, but I’m not a fan.

This separation of concerns brings some unbeatable advantages:Zero-Install Remote Usage: For remote MCP servers, you don’t need to install anything locally.

True Portability: My remote MCP servers work from anywhere: my Mac, my phone, the web.

Here’s how I think the ecosystem should look:When to use MCP: MCP should be the standard for giving an LLM an interface to connect to something: a website, a service, an application.

When to use Skills: Skills should be “pure.” They should focus on knowledge and context.

NASA has made available more than a dozen mobile wallpapers of photos taken during the Artemis II mission for free download.

Basic Apple Guy has made some wallpapers of his own (that are slightly larger than NASA’s and better for iPhones).

I also went back and looked at some of the images from the Artemis I mission, which sent an Orion capsule around the Moon without a human crew.

Here are a few wallpapers made from photos from that mission: Earth Moon Capsule, Lens Flare Trio, and Lunar Surface.

Again, these three are from the Artemis I mission in late 2022.

It serves to help back up the previous paragraphs, and start to ground it in more applicable information.

A subheading to help segment the contentThis paragraph begins to answer the questions in the reader’s mind that the segue paragraph introduced.

The following paragraph begins to dive into particulars.

Bulleted lists help the reader digest these particulars,Break up the flow of content, andStep through a process.

A conclusionThe bold first sentence is revisited now that the reader has completed learning about the concept being discussed.

ContextI've been working on Pizza Legacy, an open-source reimplementation of the 1994 DOS game Pizza Tycoon .

The game has a close-zoom street view of the cities, and when you scroll around it you can see a steady stream of cars driving through the streets.

All that on a 25 MHz 386 CPU.

It basically turned into a shared locking system just to move a few pixels, with cars and tiles constantly trying to stay in sync.

All the while I had this nagging thought in the back of my mind: the original Pizza Tycoon ran this on a 25 MHz CPU, so why were my versions always so complicated?

By using GenAI:I accept the models were trained on stolen data.

I accept that the data was labeled by exploited workers.

I accept the environmental costs of the data centers running these models.

I accept that I am granting more power to big tech and their vision for the world.

I accept that I am granting more power to the United States.

Top Laptops for use with FreeBSDEach laptop is scored based on an aggregate of:

For example on float16_t using RU rounding :float16_t x, y, z; x = 65504 ; y = 1 ; fesetround(FE_UPWARD); z = x + y; cout << x << " + " << y << " = " << z << endl;Would result in :65504 + 1 = infSimilarly :float16_t x, y, z; x = - 65504 ; y = 1 ; fesetround(FE_DOWNWARD); z = x - y; cout << x << " - " << y << " = " << z << endl;Would round down to \(-\infty\) :-65504 - 1 = -infConjunctly these definitions imply that operations using the RU will never reach \(-\infty\) and operations using RD will never reach \(+\infty\).

Here is this relationship in effect:float16_t x, y; x = NAN; y = 1.0 ; cout << "x =/= x: " << ((x != x) ?

"true" : "false" ) << endl; cout << "x > x: " << ((x > x) ?

"true" …

Backyard FurnacesThe rallying cry of the Great Leap Forward was 超英趕美 — surpass England, catch up to America.

PMs build AI dashboards.

Marketing builds AI content generators.

Reporting Grain Production to the Central CommitteeDuring the Great Leap Forward, provinces competed to report the most spectacular grain yields.

Every AI Great Leap Forward has its sparrow campaign.

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

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

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

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

Protect your personal projects at all costs.

CharcuterieA visual explorer for Unicode.

Browse the character set, discover related glyphs, and learn more about the scripts, symbols, and shapes that make up the standard.

To power visual similarity, rendered glyphs are embedded with SigLIP 2 and compared in vector space.

Charcuterie is still under active development, and feedback is always welcome.

If you would like to support the project and help make more time for it, consider a donation.

If you are not comfortable with linear algebra, please review the One-Dimensional Kalman Filter section in the online tutorial or in the book.

It presents the Kalman Filter equations and their derivation using high-school-level mathematics, along with four fully solved examples.

Iteration 0Filter initializationIn this example, we will use the first measurement to initialize the Kalman Filter (for more information on initialization techniques and their impact on the Kalman Filter performance, refer to Chapter 21 of the book).

For a more detailed discussion of measurement uncertainty, see the Kalman Filter in One Dimension section.

Multivariate CaseFor the multivariate Kalman Filter, the Kalm…

Changelog News!

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

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

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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.

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.

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.

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.

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.

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.

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.

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

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

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

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

Check out the speedrun to get started in minutes.

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.

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

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

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

At an unbeatable price.

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

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

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

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

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

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.

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

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.

Tackle small home repairs, DIY projects, and crafts with the Fanttik S1 Pro electric screwdriver.

Prep your lawn and garden with this Ryobi string trimmer and leaf blower bundle, plus choose an extra tool for absolutely free.

But Jabra wants to challenge that stereotype with the Evolve3 75.

The Evolve3 75 headset is also very portable.

Business featuresKyle Kucharski/ZDNETDespite their hybrid appeal, these cans ultimately are business headphones designed for the office first.

If you want a more affordable business headset, check out the Logitech Zone Wireless 2 ES.

Why the Jabra Evolve3 75 gets an Editor's Choice awardWe awarded the Evolve3 75 headset an Editors' Choice award for its successful execution of a hybrid business headset that works well outside the office.

Many backup systems keep essentials online, but the EcoFlow Delta Pro Ulta X can run your house like normal without interruption.

Those changes will streamline the Insider program, which has lost sight of its original goals in the past few years.

(For a brief history of the program and what had gone wrong, see my post from last November: "The Windows Insider Program is a confusing mess.")

Also: If Microsoft really wants to fix Windows 11, it should do these four things ASAPIf you're currently participating in the Windows Insider Program, these are meaningful changes.

Simplifying the Insider channel lineupThroughout the Windows 11 era, signing up for the Insider program has required choosing one of four channels using a dialog in Windows Settings.

These changes will apply to the Windows Insider Program for Business as …

ZDNET's key takeawaysApple's iOS 26.4 spruces up Apple Music, Podcasts, and more.

iPhone users can now officially download and install iOS 26.4, a new update that adds a variety of features.

Apple MusicFirst up are some clever additions to the Apple Music app.

With iOS 26.4, Apple has reportedly fixed this glitch, so hopefully you'll bump into fewer typos when you're typing or tapping away.

With iOS 26.4, each member of the family can use their own payment method to fund their online purchases.

Depending on your plan, you'll have to shell out an extra $2 to $4 each month.

The FBI and NSA warn that Russian hackers are exploiting vulnerable routers, but there are ways you can take to protect yourself.

This included the Apple Watch, Google Pixel Watch, and Oura Ring.

I used the Oura Ring, the Apple Watch Series 11, and the Google Pixel Watch 4 for the job.

On the first walking trial, Oura recorded 909 steps, the Apple Watch recorded 977 steps, and the Google Pixel Watch recorded 964 steps.

On the second trial (where I ran), Oura recorded 949 steps, Google Pixel recorded 1,018 steps, and Apple Watch recorded 1,091 steps.

On the final walking trial, Oura recorded 1,013 steps, Apple Watch recorded 1,092, and Google Pixel recorded 992 steps.

I've been a fan of Olight flashlights for many years. Now I'm a fan of its new pro-grade battery charger. Here's why.

Supported modelsThe Galaxy S24 series from 2024.

How to enroll in OneUI 8.5 betaIn order to gain early access to features like the enhanced Quick Share, you'll have to enroll in Samsung's OneUI 8.5 beta.

So, bringing AirDrop compatibility via Quick Share is a massive way to increase adoption and awareness of the utility.

The current file transfer method from Android to a MacBook uses an app called "Android File Transfer," which is not a good app.

Great first stepsOnce this spreads to all Android phones, it will enable easier file sharing between devices regardless of platform.

Manual removals only go so far and are usually time-consuming processes, but the best data removal services shoulder this task for you.

Below, you will find my other top choices for the best data removal services in 2026.

: Some data removal services work best in specific regions, whereas others can operate across regions divided by different data protection laws.

Other data removal services worth consideringShow less Privacy Hawk View now at Privacy Hawk If you're most interested in a mobile-first data removal service, check out Privacy Hawk.

Read More Show Expert Take Show lessWe hope that you've found our guide on the best data removal services helpful.

Google Photos is a necessity for anyone who uses Android and takes a lot of photos.

Also: How I ditched Google Photos for my own private self-hosted alternative - for freeAndroid users who want to level up their Google Photos game are in for a treat.

(Naturally, iOS users need to have the Google Photos app installed.)

To create a Reel in Google Photos, follow these steps:Open Google Photos.

Also: 10 must-try Google Photos tips and tricks - including a new AI editorOpen Google Photos.

Samsung has been offering excellent budget, mid-range, and premium TVs for decades, and the 2026 lineup continues to prove why the brand is one of the best on the market.

The deal is interesting for a number of reasons, including that SiFive's chip designs are based on RISC-V, not x86 or ARM.

The Integrity craft splashed down in the Pacific Ocean off the coast of San Diego just after 5:07 p.m. Pacific Time.

NASA's Artemis II mission has traveled farther from Earth than any mission before. Here's how to watch the crew's return landing in the Pacific Ocean.

This ban took place after Claude's pricing changed for OpenClaw users last week.

Ascend Elements said that it will be filing for Chapter 11 bankruptcy in the wake of a canceled government grant and a challenging market for lithium-ion batteries.

OpenAI ignored three warnings that a ChatGPT user was dangerous — including its own mass casualty flag — while he stalked and harassed his ex-girlfriend, a new lawsuit alleges.

SusHi Tech 2026 is zeroing in on four technology domains reshaping society: AI, Robotics, Resilience, and Entertainment. Expect live demos of humanoid robots, sessions on autonomous driving's software revolution, deep dives into cyber defense and climate tech, and candid conversations about how AI is rewriting the global music and anime industries.

France's move to ditch Windows for Linux is its latest effort to reduce its reliance on American tech giants.

The YouTube Premium individual plan is increasing from $13.99 to $15.99 per month, while the family plan is increasing from $22.99 to $26.99 per month.

Fusion startups have raised $7.1 billion to date, with the majority of it going to a handful of companies.

This is it. Tonight is your last chance to lock in savings of up to $500 for your TechCrunch Disrupt 2026 pass. These discounts end at 11:59 p.m. PT.

Now that Meta released its Muse Spark model, more people are downloading the Meta AI app. And if you join the app, your friends will probably get an Instagram notification about it.

Specs has long been teasing the next version of its augmented reality glasses. A new partnership with Qualcomm promises some movement in that department.

Florida Attorney General James Uthmeier plans to investigate OpenAI for its alleged harm to minors, potential to threaten national security, and its possible link to a shooting at Florida State University last year.

An anonymous reader quotes a report from Ars Technica: The Trump administration has stepped up an effort to unmask a Reddit user who criticized Immigration and Customs Enforcement (ICE). After failing to obtain information through a summons issued (PDF) to Reddit, the government reportedly issued a subpoena demanding that Reddit provide the information and appear before a grand jury in Washington, DC. The Intercept described the subpoena today. "According to a subpoena obtained by The Intercept, Reddit has until April 14 to provide a wide range of personal data on one of its users, whom US Immigration and Customs Enforcement agents have been trying unsuccessfully to identify for more than a…

Attackers briefly hijacked part of CPUID's backend and swapped legitimate download links on its site with malware-laced ones. "The issue hit tools like HWMonitor and CPU-Z, with users on Reddit and elsewhere starting to notice something wasn't right when installers tripped antivirus alerts or showed up under odd names," reports The Register. From the report: CPUID has since confirmed the breach, pinning it on a compromised backend component rather than tampering with its software builds. "Investigations are still ongoing, but it appears that a secondary feature (basically a side API) was compromised for approximately six hours between April 9 and April 10, causing the main website to random…

An anonymous reader quotes a report from the New York Times: As the Trump administration seeks to fill a national shortage of air traffic controllers, officials are targeting a new talent pool: gamers. The Federal Aviation Administration on Friday is making a recruiting push aimed at avid players of video games, as the agency strives to fill thousands of vacancies that lawmakers have said leave the traveling public less safe. In a new YouTube ad, the agency is using flashy graphics and the promise of six-figure salaries to convince video game enthusiasts to apply their trigger fingers in service of air safety. In recent years, video gamers have emerged as a target demographic for recruiters…

NASA's Artemis II crew safely splashed down off the California coast after completing a 10-day trip around the moon and back. "This is not just an accomplishment for NASA," sad NASA Administrator Jared Isaacman. "This is an accomplishment for humanity, again, a historic mission to the moon and back." From a report: Isaacman is aboard the USS John. P Murtha Navy recovery vessel, where the astronauts will be brought once they've been retrieved from the Orion capsule, and he shared "there is a lot to celebrate right now on on a mission well accomplished for Artemis II." Isaacman also complimented the crew as "absolutely professional astronauts, wonderful communicators and almost poets" "" as w…

Researchers say the world's largest known wild chimpanzee community in Uganda fractured into rival factions and has been locked in a vicious "civil war" for the last eight years. "It is not clear exactly why the once close-knit community of Ngogo chimpanzees at Uganda's Kibale National Park are at loggerheads, but since 2018 the scientists have recorded 24 killings, including 17 infants," reports the BBC. From the report: [O]ver several decades, [lead author Aaron Sandel] said the nearly 200 Ngogo chimpanzees had lived in harmony. There were divided into two sets - known to researchers as Western and Central - but they had existed overall as a cohesive group. Sandel said he first noticed th…

Bruce66423 shares a report from the Guardian: The European parliament has blocked the extension of a law that permits big tech firms to scan for child sexual exploitation on their platforms, creating a legal gap that child safety experts say will lead to crimes going undetected. The law, which was a carve-out of the EU Privacy Act, was put in place in 2021 as a temporary measure allowing companies to use automated detection technologies to scan messages for harms, including child sexual abuse material (CSAM), grooming and sextortion. However, it expired on April 3, and the EU parliament decided not to vote to extend it, amid privacy concerns from some lawmakers. The regulatory gap has creat…

San Francisco police arrested a suspect after a Molotov cocktail was allegedly thrown at Sam Altman's home and threats were later made outside OpenAI's headquarters. "Thankfully, no one was hurt," said OpenAI in a statement to WIRED. "We deeply appreciate how quickly SFPD responded and the support from the city in helping keep our employees safe. The individual is in custody, and we're assisting law enforcement with their investigation." From the report: "At approximately 3:45am PT, an unidentified individual approached Sam's residence and threw an incendiary device toward the property. The device landed nearby and extinguished. There were no injuries and only minimal damage was reported," …

Microsoft has started stripping Copilot branding out of Notepad in Windows 11, replacing the old Copilot menu with a more generic "writing tools" label. The AI features themselves aren't going away, but Microsoft seems to be backing off the heavy-handed Copilot branding and extra entry points. Windows Central reports: As promised, Microsoft is now beginning its effort to reduce and remove Copilot branding across Windows 11, with the latest Notepad update for Insiders outright removing the Copilot icon and phrasing. Now, the AI menu is simply called "writing tools," and maintains the same functionality as before. Additionally, Microsoft has also removed references to AI in the Settings area …

An anonymous reader quotes a report from 404 Media: The FBI was able to forensically extract copies of incoming Signal messages from a defendant's iPhone, even after the app was deleted, because copies of the content were saved in the device's push notification database, multiple people present for FBI testimony in a recent trial told 404 Media. The case involved a group of people setting off fireworks and vandalizing property at the ICE Prairieland Detention Facility in Alvarado, Texas in July, and one shooting a police officer in the neck. The news shows how forensic extraction -- when someone has physical access to a device and is able to run specialized software on it -- can yield sensi…

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

Я шарю скилл несколько раз, самое время кинуть в пост

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

Кидать референсы

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

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

Есть работа с текстом

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

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

Скилл и объяснение от опенаи

Human.json is a new

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

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

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

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

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

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

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

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

structured data to web pages:

tags are a…

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

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

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

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

Starting with pytest’s parametrize first).

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

data parameters.I’ve been working on a project

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

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

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

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

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

Игра, чтобы выучить свой район

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

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

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

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

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

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

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

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

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

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

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

needed.The old function has 16 arg…

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

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

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

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

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

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

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

testing, and linked to pytest docs and a

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

pytest.raises as a context manager, and have

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

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

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

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

Промт

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

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

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

Тут я просил ш…

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

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

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

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

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

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

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

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

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

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

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

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

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

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Update: I found a solution which I describe in

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

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

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

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

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

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

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

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

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

Что за вайб-кодинг такой

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

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

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

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

Check your installed extensions against a database of known malicious extensionsMalExt Sentry scans your installed browser extensions against a continuously updated database of known malicious extensions.

The extension checks every installed extension ID against a public threat database hosted on GitHub, maintained by the Malicious Extension Sentry open source project.

The threat database is cached locally to keep things fast and reduce network usage.

The only network request the extension ever makes is a one way download of the public threat database.

Whether you want to check if a recently removed Chrome Web Store extension is still sitting in your browser, or you just want peace of mind …

Generate animated ASCII art SVGs from text.

InstallationCLIgit clone https://github.com/syi0808/asciianimesvg.git cd asciianimesvg cargo build --releaseWeb Editorcd web && pnpm install && pnpm run devOr visit the hosted version at syi0808.github.io/asciianimesvg.

Default :: default ( ) } ; let svg = text_to_svg ( "Hello" , & SvgOptions :: default ( ) , Some ( & bitmap_opts ) ) .

unwrap ( ) ; // Animated let svg = animate_to_svg ( & [ "Hello" , "World" ] , Effect :: Morph , 2000 , RepeatMode :: Infinite , & SvgOptions :: default ( ) , None , ) .

unwrap ( ) ; // Typing effect let svg = animate_to_svg ( & [ "Type this out" ] , Effect :: Typing { cursor : true , speed_cps : 10.0 } , 3000 , Repe…

What recursive-mode is, who it’s for, and the problems it solves.

​ Solving the problem of context rotLong-running agent work has a common failure mode: requirements, decisions, and plans live in the conversation.

recursive-mode solves it by making static repository documents the source of truth for every phase.

​ Docs for development and traceabilityWith recursive-mode, all information that is important to the development workflow is stored in durable docs.

Auditable and resumable Make agent work easier to audit, review, and resume — even across sessions and contributors.

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Open web agents from data to deployment Discussion | Link

Bring Claude natively into your Microsoft Word workflow Discussion | Link

Claude Code command that plans your codebase in the cloud Discussion | Link

hiring is broken. we're building the fix. Discussion | Link

Measure how much of your code is AI-generated. Open source. Discussion | Link

Operate AI agents with confidence Discussion | Link

Spend less time reading emails, more time making moves Discussion | Link

A desktop terminal built for day-to-day remote access Discussion | Link

Control your AI terminal sessions from your phone. Discussion | Link

Free open-source screenshot & screen recorder for Mac Discussion | Link

Real-time generative worlds on everyday GPUs Discussion | Link

Run every type of event without switching tools Discussion | Link

For people who want less Discussion | Link

Give your AI agents native multimodal capabilities Discussion | Link

Agent-native version control for parallel AI swarms Discussion | Link

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: […]

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 […]

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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 —…

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.

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Barcelona-based Sateliot, a 5G satellite connectivity operator, has announced the launch of a new Series C financing round for €100 million to deploy its 5G constellation of 16 satellites.

This follows its €70 million Series B in March 2025 – as covered by EU-Startups.

We trust in the support of industrial, financial, and institutional investors to consolidate a European 5G satellite connectivity infrastructure.”In the context of recent European SpaceTech and adjacent infrastructure funding, Sateliot’s new €100 million Series C would rank among the larger rounds reported in 2025–2026, particularly in satellite connectivity and orbital infrastructure.

Taken together, those comparable rounds …

As conversations around wellbeing become more central to sustainable company building, mental health is no longer something startups can afford to ignore.

In our panel “Mental Health Tips for Entrepreneurs and Startup Teams Under Pressure”, we will explore how founders and teams can better recognise stress, build healthier habits, and create more supportive working environments.

Karen Tierney: Former Co-founder and CPO of SilverCloud Health, Karen has played a key role in building one of the best-known digital mental health platforms in Europe.

Based in Ireland, she has helped shape the company’s product, content, and design strategy since its early days, contributing to the development of …

For CEO Nicolai Walter, the funding marks a turning point: “This financing is a major milestone for Pixel Photonics.

Together, those rounds amount to over €176 million, or roughly €190 million including Pixel Photonics.

The closest same-country comparison is Q.ANT, which shows that Germany is also producing larger later-stage photonics rounds alongside earlier-stage component and infrastructure companies such as Pixel Photonics.

EU-Startups has also covered Pixel Photonics before, reporting in February 2025 on its €1 million SPRIND grant for multi-mode single-photon detection in a separate article on Pixel Photonics.

CTO Dr Wladick Hartmann adds: “Pixel Photonics is transforming superconduc…

Staynex, a Singapore-based AI-powered Web3 travel platform chaired by Priceline and Booking Holdings founder Jeff Hoffman, today announced the full acquisition of Sleap.io, a Zug-based hotel booking technology company, in a transaction valued at €12.8 million ($15 million).

The deal integrates Sleap’s booking platform, operational capabilities, and core team into Staynex.

We’re not just combining two businesses, we’re helping define a new category of travel platform,” said Michael Ros, founder, Sleap.io.

Staynex has been building an AI-powered Web3 travel ecosystem around the STAY token, social membership, and community-led travel experiences.

It aims for European expansion and increased ma…

We still have to make decisions, but how do you do that when the data is messy, and the numbers don’t add up?

You’ve set targets based on last year’s performance, carefully allocated every cent of your annual budget, and defined a clear roadmap.

Then the unexpected happens, you’re forced to spend elsewhere, and growth doesn’t look so certain.

It’s far more productive to anchor your decision-making in principles, rather than predicting which trends will actually pay off.

Keep a steady hand in a shaky marketWhen market signals start flashing red, panic sets in.

As an energy group, Ad Terra is divided into three entities: the first (Ad Terra Energy) regroups operating companies, the second (Ad Terra Synergy) is an investment and R&D platform, and the third is Ad Terra Consultancy.

This strategic alliance is designed to strengthen regional sovereignty and secure access to critical subsurface resources, including helium, natural hydrogen, lithium and geothermal energy.

Nicolas PELISSIER, Chairman, 45-8 ENERGY, said, “We welcome Ad Terra’s majority entry into our capital.

Ad Terra and 45-8 ENERGY are collaboratively developing a diversified portfolio that includes helium, natural hydrogen, lithium, geothermal energy, CO2, and other key subsurface reso…

EIGHT, a Lisbon-based startup, is raising a €3 million Seed round to scale its video-first dating app across four European markets over the next 24 months.

The startup informed EU-Startups that it has already raised over €256.6k ($300k), with half coming from a VC and the rest from angel investors.

Founded in 2025 by Miguel Moreira da Cruz and Afonso Simão, EIGHT is a video-focused dating app that replaces endless swiping and messaging with real face-to-face interaction.

Every evening from 20h to 21h, verified users are matched for live 8-minute video dates.

Additionally, the app includes an AI Dating Coach to assist users in improving their skills in finding and developing romantic relatio…

MAECONOMY, a Dutch startup transforming building materials into auditable, monetisable circular assets, has raised €1.5 million to accelerate its market infrastructure development for the circular built environment.

“MAECONOMY is creating a new model for circular building materials.

We are building the missing financial infrastructure that makes a market for these materials possible.

Founded in 2023, MAECONOMY is an emerging tech startup developing the financial infrastructure to support the circular economy.

By creating visibility, verification, and liquidity for these materials, MAECONOMY enables asset owners, municipalities, and investors to capture both economic and environmental value …

The funding was sourced from Pembroke VCT and the Midlands Engine Investment Fund II, through fund manager Mercia Ventures.

Both firms first invested in June 2025 as part of a €5.1 million (£4.5 million) funding round.

“It’s an exciting time to be operating in this space, and there remains considerable untapped potential for Serve First’s offering.

Its software then translates these insights into actions for frontline teams, helping businesses to act on customer insight.

It has also expanded into Europe by securing a contract with a chain of over 2,500 pharmacies in 7 countries.

Sybol, a Spanish startup specialised in corporate digital identity and verifiable credentials, has closed a funding round of over € 1 million to accelerate the deployment of its enterprise verification platform and its corporate wallet based on digital identity.

“The progress of eIDAS2 and the European Business Wallet opens a new chapter for corporate digital identity.

Sybol enables companies to start preparing with a corporate wallet designed for this new framework,” says Raúl López, CEO of Sybol.

In this context, Sybol is developing a corporate wallet aligned with this regulatory evolution and with the Business Wallet model being proposed in Europe.

The platform enables companies to issue…

This week on the EU-Startups Podcast, we sit down with Jordi Romero, Founder and CEO of Factorial, one of the standout success stories in Europe’s HR Tech space.

Founded in Barcelona in 2016, Factorial has grown into a major business software platform helping companies manage everything from HR and payroll to finance and IT, as businesses increasingly look for more efficient and integrated ways to run their operations.

Factorial has raised over $490 million to date, underlining both the scale of its ambition and the confidence placed in its vision for simplifying business management.

In this episode, Jordi Romero shares more about his journey from engineer to entrepreneur, including his ear…

Plume, a Franco-American startup specialising in geospatial AI for renewable energies, has announced a €3.3M funding round to expand the team, as well as for European and American expansion.

“Plume tackles the most critical bottleneck in the energy transition: the years of friction accumulated from manual site selection and permit processing.

By transforming fragmented geospatial layers and unstructured data into an agentic intelligence platform, they allow developers to go 20 times faster.

Plume was founded in 2024 by Edouard Labarthe (ex-Palantir) and Marc Watine (ex-Harvard researcher in geospatial and AI) and incubated by Y Combinator.

It is an AI-powered geospatial platform for site se…

Edmund, an Ostrava-based startup developing an AI-powered debugging platform for industrial maintenance, has raised €2.5 million in funding to support international expansion and continued development of its platform.

“Edmund is solving one of the most overlooked challenges in industrial maintenance: how knowledge is transferred and applied under pressure.

Founded in 2023 by Jakub Szlaur, Benjamin Przeczek, and Miroslav Marek, Edmund develops an AI-powered platform for troubleshooting industrial production lines.

According to the company, manufacturing is experiencing a period of structural pressure.

Edmund claims to address this gap by deploying AI agents that connect technical documentati…

On May 7-8, the EU-Startups Summit returns to sunny Malta, bringing together around 2,400 founders, investors, and startup ecosystem leaders for two days of networking, inspiration, and knowledge-sharing.

Andrei Dudoiu: Co-founder and CEO of SeedBlink, he brings over 20 years of experience in banking, financial markets, and corporate finance.

Since launching SeedBlink in 2020, he has been steering the platform’s growth from equity crowdfunding into a full venture deal execution platform: offering syndicates, secondaries, equity management, and legal services to founders, investors, and angel networks across Europe.

Since 2017, she has led TokePortal and helped position it as a crowdfunding …

This week, we tracked more than 40 tech funding deals worth over €720 million and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

We also took a deep dive into the critical news and funding for March in our monthly report and shorter free roundup.

UK government launches £50m safety tech scheme🇵🇹.

Verne launches Europe’s first commercial robotaxi service in Zagreb🤖 European Tech.eu Pulse: key trends and investment in March (free report)March 2026's top 10 European tech deals you need to know about⚛️.

“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser🇱🇹.

Across Europe, education systems are under pressure to keep pace with rapid technological change.

At the centre of this shift is MVP (Moksleivių vienaragių paieška, or “Student Unicorn Hunt”), a prime-time national TV show where students aged 14–19 build and pitch real startups.

Unlike traditional classroom exercises, participants work under real startup conditions, testing ideas, refining products, and presenting them to experienced founders in front of a live audience.

Melita Tornau, Head of Marketing at Turing College, argues that existing education systems are not equipped to keep up with the pace of change.

When education systems create that kind of environment, initiatives like these …

It will bring together innovators working at the intersection of artificial intelligence and women’s health.

Early-stage startups in women’s health that do not yet have a product or MVP are also invited to apply.

According to Elena Lipilina, co-founder and CMO of Embryonet AI, women's health has long been underfunded and under-researched.

The program will culminate in a Live Pitch Day in May 2026, where finalists will present their solutions to a panel of investors and experts in women’s health, AI, and biotech.

The winner will also gain direct access to investors active in women’s health and AI-driven biotech, as well as enhanced public credibility through investor-ready materials, includi…

Edmund, a Czech startup developing an AI-powered debugging platform for industrial maintenance, has raised €2.5 million in funding led by FORWARD.one, with participation from University2Ventures and Tensor Ventures.

Edmund addresses this gap by deploying AI agents that connect technical documentation, PLC projects, maintenance logs, and real-time machine data into a single system.

In practice, this approach significantly reduces the time required to diagnose issues, cutting troubleshooting from hours or days to minutes.

Edmund cuts this analysis phase by up to 90 per cent, dramatically reducing overall downtime and accelerating recovery.

“Our corporate network spans exactly the industrial p…

London-based Qoro Quantum has secured $750,000 in a pre-seed funding round to develop software infrastructure for hybrid quantum-classical computing.

Founded in 2024, Qoro Quantum is a deeptech company building software infrastructure for distributed quantum computing.

As the industry continues to develop fully functional quantum computers, enterprises are already combining classical processors with early-stage quantum hardware to address complex challenges.

While the broader industry is racing to build physical quantum hardware, we are focused on the immediate software bottleneck required to actually use those machines,said Dan Holme, CEO of Qoro Quantum.

By abstracting hardware complexity…

Italian-based TeiaCare has raised €7 million in a funding round led by P101 SGR.

The round also included participation from existing shareholders and new healthcare-focused investors, including Spanish family offices Namarel and Inderhabs.

Founded in 2018 by Guido Magrin and Luca Iozzia, TeiaCare develops care-monitoring solutions for residential healthcare facilities such as nursing homes, rehabilitation centres, and dementia care units.

TeiaCare will use the new funding to scale its business model, expand into new geographic markets, and further develop its Data, Spatial, and Care Intelligence capabilities.

The company also plans to extend its solutions beyond residential care into broade…

OpenAI announced plans to bring its giant Stargate AI project to the UK in September last year, marking what it said was ”a major step forward in the US-UK technology partnership” helping the UK government build its sovereign AI capabilities.

The UK government said the project would “help boost AI infrastructure and adoption in the UK – transforming public services and growing the economy”.

Commenting on pausing Stargate UK, OpenAI said: “We see huge potential for the UK's AI future.

The news that OpenAI’s Stargate plans in the UK had stalled was first reported by the Daily Telegraph.

OpenAI announced plans for its $500bn Stargate project in January 2025.

Spanish startup Sybol, which focuses on corporate digital identity and verifiable credentials, has raised over €1 million in a funding round that combines public and private investment.

In response to this, Sybol is developing a corporate wallet aligned with the emerging European Business Wallet model, designed to integrate with existing enterprise systems.

The progress of eIDAS2 and the European Business Wallet opens a new chapter for corporate digital identity.

Sybol enables companies to start preparing with a corporate wallet designed for this new framework.

The funding will be used to accelerate the rollout of Sybol’s enterprise verification platform and its corporate wallet based on di…

Vinted, the second-hand marketplace unicorn, today said its revenues topped €1bn last year, but profits dipped nearly 20 per cent, as it took a financial hit from its investments.

Financial figures for Vinted Group, which includes its core second-hand marketplace Vinted, shipping service Vinted Go, and Vinted Pay, its payment platform, show revenues came in at €1.1bn in 2025, up 38 per cent on the year, while profits fell 19 per cent on the year to €62m.

Profits fell at Lithuania’s first unicorn due to its investment in a number of areas, the 2008-founded company said.

These included investment in the German market, expansion of Vinted Marketplace categories, expansion of Vinted Go’s carrie…

Plume, a Franco-American startup specialising in geospatial AI for renewable energies, has raised a €3.3M funding round led by AENU, with participation from Y Combinator, Kima Ventures, Raise Phiture, Better Angle and Collab Fund.

Developing a renewable energy project (solar, wind, or battery storage) requires cross-referencing zoning data, grid capacity, protected areas, and land parcels, while analysing municipal deliberations, permit histories, environmental studies, and grid development plans.

According to Edouard Labarthe, co-founder and CEO of Plume, renewable energy development is a reasoning problem hidden in maps and documents:“Uncertainty regarding risks and timelines remains one …

Revolut is today rolling out its first AI-powered financial assistant to its 13 million-plus UK customers, claiming it is more sophisticated than a traditional chatbot, saying it represents a fundamental shift in how customers can interact with their finances.

Revolut, valued at $75bn, is the latest challenger bank to leverage AI, hoping to simplify the financial lives of its customers.

Crucially, Revolut customers also remain firmly in the driver’s seat, ensuring that money intelligence never comes at the cost of privacy."

Across Europe, Klarna uses it for customer service purposes, while Bunq launched its AI assistant in 2024.

Last month, rival UK challenger bank Starling launched what it…

Ukraine’s tech ecosystem in 2025 appears top-heavy and driven by a single outlier, rather than broad-based capital inflows.

Total funding reached €945 million, largely driven by a single deal, Grammarly’s $1 billion financing, which pushed the country into the top 10 by total capital raised.

Beyond this outlier, the ecosystem is characterised by numerous small, early-stage rounds, typically below €10 million.

Funding activity is concentrated in pre-seed, seed, and Series A stages, with occasional alternative structures such as debt financing, indicating a developing ecosystem with limited late-stage depth.

Here are the 10 companies that raised the most in 2025.

European tech activity in March 2026 eased slightly compared to February, while overall market conditions remained stable.

The ecosystem recorded 292 funding deals and €7.5 billion raised, down marginally from 296 deals and €7.8 billion in February, reflecting declines of 1.4 per cent and 3.8 per cent respectively.

UK funding fell to €2.6 billion from €3.8 billion in February, a 31.6 per cent decrease, indicating lower capital concentration month-on-month.

For her more detailed review and more in-depth analyses of the European tech ecosystem, including industry and country performance, exit activities, and more, check out our March report.

Here are the 10 largest tech deals in Europe from M…

Handhold automates the inbound customer journey, from first interaction to renewal, using AI account managers that qualify leads, run demos, and activate users around the clock.

Turning every prospect into a managed accountAccording to Vooglaid:“With AI agents, we can now replicate that one-to-one experience at scale because the economics work.

Vooglaid sees the real competitive battleground in building a persistent AI account manager that supports customers across the entire journey.

Where AI agents work today and gain the most tractionHandhold soft-launched in September 2025 and grew to a strong six-figure ARR run rate by year-end.

According to Pieterjan Bouten, Partner at Entourage Capit…

Verne today announced the launch of Europe’s first commercial robotaxi service, starting in Zagreb, Croatia.

The commercial service is the result of several years of development and close collaboration with regulators, positioning Verne among the leaders of autonomous mobility in Europe.

“For the first time in Europe, there is a real commercial robotaxi service.

Verne​​ ​​ will also eventually deploy the company’s purpose-built autonomous vehicle, a two-seat robotaxi designed specifically for driverless ride-hailing.

In September last year, Einride completed the first successful European cross-border operation of a cableless electric autonomous vehicle without a human driver onboard.

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.

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

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.

An alleged ransomware attack has taken down the systems of the Sapienza University of Rome.

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.

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]