The first independent safety evaluation of ChatGPT Health, published in the February edition of the journal Nature Medicine, found it under-triaged more than half of the cases presented to it.

Sign up: AU Breaking News emailThe team then asked ChatGPT Health for advice on each case under different conditions, including changing the patient’s gender, adding test results, or adding comments from family members, generating nearly 1,000 responses.

Meanwhile, 64.8% of completely safe individuals were told to seek immediate medical care, said Ruani, who was not involved in the study.

“We tested ChatGPT Health with a 27-year-old patient who said he’d been thinking about taking a lot of pills,” he …

Every week, about 1.5 billion CI log lines and 700K jobs flow through our system.

The agent queries two main targets:Job metadata: a materialized view with one row per CI job execution.

Raw log lines: one row per log line.

Run-level metadata in one table, job metadata in another, join at query time.

A column like commit_message has the same value for every log line in a CI run, and a single run can produce thousands of log lines.

As a consequence of recent legislative activity in [California][cal] and [Colororado][col]: * California residents may no longer use DB48x after Jan 1st, 2027.

* Colorado residents may no longer use DB48x after Jan 1st, 2028.

DB48x is probably an operating system under these laws.

However, it does not, cannot and will not implement age verification.

[cal]: https://leginfo.legislature.ca.gov/faces/billTextClient.xhtml?bill_id=202520260AB1043 [col]: https://leg.colorado.gov/bill_files/111670/download Signed-off-by: Christophe de Dinechin

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In a big win for protesters’ rights, the U.S. Court of Appeals for the Tenth Circuit overturned a lower court’s dismissal of a challenge to sweeping warrants to search a protester’s devices and digital data and a nonprofit’s social media data.

In a 2-1 opinion, the Tenth Circuit reversed the district court’s dismissal of the lawsuit’s Fourth Amendment search and seizure claims.

It is rare for appellate courts to call into question any search warrants.

The Tenth Circuit’s decision should be celebrated as a big win for protesters and anyone concerned about police immunity for violating people’s constitutional rights.

The case is now remanded back to the district court to proceed—and hopefully…

In June, Anthropic announced Claude Gov, a special version of Claude that’s optimized for national security uses.

On Tuesday, Defense Secretary Pete Hegseth summoned Anthropic CEO Dario Amodei to the Pentagon to demand that he waive these restrictions.

If Anthropic doesn’t comply by Friday, the Pentagon is threatening to retaliate in one of two ways.

I can imagine something similar happening if the Pentagon orders Anthropic to retrain Claude to spy on Americans or operate deadly autonomous weapons.

There’s also a more banal concern for the Pentagon: it may be able to force Anthropic to train a new model, but it can’t force Anthropic to train a good model.

OpenAI has raised $110 billion in private funding, the company announced Friday morning, commencing one of the largest private funding rounds in history.

The new funding consists of a $50 billion investment from Amazon as well as $30 billion each from Nvidia and SoftBank, against a $730 billion pre-money valuation.

“We are entering a new phase where frontier AI moves from research into daily use at global scale,” OpenAI said.

At the time, it was the largest private funding round on record.

As part of its Amazon partnership, OpenAI plans to develop a new “stateful runtime environment” where OpenAI models will run on Amazon’s Bedrock platform.

The government of California is implementing a law that requires operating system providers to implement some form of age verification into their account setup procedures.

That's likely no big deal for Windows, which already requires you to enter your date of birth during the Microsoft Account setup procedure.

However, the idea that all operating system providers need to comply (in California) has drawn a fair degree of ire from certain Linux communities.

"Even if Linux Mint decides to add some kind of age verification, to comply with CA law, there's no reason anyone would choose that version."

Looking at the wider picture, however, mandatory age verification appears to be a growing trend.

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Server-side runtimes only adopted Web streams later, after Cloudflare Workers and Deno each emerged with first-class Web streams support and cross-runtime compatibility became a priority.

Developers sometimes find that buffering the entire response is actually faster than streaming through Web streams — defeating the purpose entirely.

A better streams API is possibleAfter implementing the Web streams spec multiple times across different runtimes and seeing the pain points firsthand, I decided it was time to explore what a better, alternative streaming API could look like if designed from first principles today.

The complexity of Web streams — readers, writers, controllers, locks, queuin…

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postmarketOS in 2026-02: generic kernels 6 min.

readThe biggest thing in February for postmarketOS was of course FOSDEM and our hackathon, about which we wrote a whole blog post already.

Because of this, and the new approach outlined in the last monthly post, the blog post here is compareatively short.

We now have nice generic kernel packages in postmarketOS:linux-postmarketos-mainlinelinux-postmarketos-stablelinux-postmarketos-lts"These are kernels intended to work on a wide variety of devices and are the postmarketOS equivalents to Alpine kernels such as linux-stable or linux-lts.

The following people wrote patches that have been merged since the last monthly blog post.

ShareThe U.S. military used a laser Thursday to shoot down a “seemingly threatening” drone flying near the U.S.-Mexico border.

It turned out the drone belonged to Customs and Border Protection, lawmakers said.

The case of mistaken identity prompted the Federal Aviation Administration to close additional airspace around Fort Hancock, about 50 miles (80 kilometers) southeast of El Paso.

That incident occurred near Fort Bliss and prompted the FAA to shut down air traffic at El Paso airport and the surrounding area.

Cartels routinely use drones to deliver drugs across the Mexican border and surveil Border Patrol officers.

MitID er nu oppe at køre og kan anvendes til login.

Det er i øjeblikket ikke muligt at logge på løsninger med MitID.

Borgere og organisationer, som forsøger at logge ind med MitID.

MitID leverandøren arbejder på højtryk på at løse problemet og sikre at MitID bliver tilgængeligt igen.

Med venlig hilsenMitID

Nominations are now open for this year’s appointments to the F-Droid Board of Directors!

Please send nominations by email to [email protected] (one email per nomination) and make sure that the nominee is copied in.

The nominations will be discussed by the current Board of Directors in a private meeting.

The current directors will vote on each nominee.

Directors must follow the F-Droid Code of Conduct and exemplify high standards in the F-Droid community.

But the Supreme Court agreed that the trial could take place in an English court, setting a precedent that British companies can be held to account in the UK for actions taken by suppliers in another country.

Comments

RetroTick parses PE/NE/MZ binaries, emulates an x86 CPU, and stubs enough Win32/Win16/DOS APIs to run classics like FreeCell, Minesweeper, Solitaire and QBasic, entirely in the browser. Built with Preact + Vite + TypeScript.

GitHub: https://github.com/lqs/retrotick

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

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Reload to refresh your session.

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Notice how by step 3, the time HotAudio’s player calls appendBuffer , the data has already been decrypted by their JavaScript code.

In JavaScript, calling .toString() on a native browser function returns "function appendBuffer() { [native code] }" .

play , 'play' );The logic is fairly simple: I don’t give a shit what you name your player object.

appendBuffer ; const hookedAppend = function appendBuffer ( data ) { try { _chunks .

By listening in the capture phase, my listener fires before any event listener attached by HotAudio’s player code.

Jails for NetBSD aims to bring lightweight, kernel-enforced isolation to NetBSD.

It is designed to fill the operational gap between simple chroot environments and full virtualization systems such as Xen.

Isolation and policy enforcement are integrated into the kernel’s security framework rather than implemented in a separate runtime layer.

It does not aim to become a container platform.

Instead, it focuses on explicit boundaries, predictable behavior, and a clear operational model that integrates naturally into NetBSD.

T-slot aluminum extrusions let Andrew customize his desk to his exact requirementsThe desk is infinitely adjustable, but not quickly adjustable.

I’m a big fan of Notepad++, and just started using Obsidian (h/t ZSA Loves and several other ZSA People interviewees).

I use home row mods for my home keys, and all of my thumb keys are dual-function keys with layer switching hold actions.

Navigation keys, like arrow keys and mouse keys, are on the next layer up.

Since I started using a treadmill at my desk, I’m addicted to walking.

Spin up sandboxed Linux containers pre-loaded with AI coding tools (Claude Code, Codex, OpenCode via mise).

Each container gets SSH access, ZFS snapshot-based checkpoints, and network egress policies that control what the agent can reach.

SSH key auth is verified on connect -- if it fails, the current machine's public key is automatically written to the container.

# Create with auto-generated label pixels checkpoint create mybox # Create with a custom label pixels checkpoint create mybox --label ready # List checkpoints pixels checkpoint list mybox # LABEL SIZE # ready 42.0 MiB # Restore (stops container, rolls back, restarts) pixels checkpoint restore mybox ready # Delete pixels checkpoint…

BitflippedYour computer is a cosmic ray detector.

Cosmic rays hit computer RAM all the time.

If your RAM is not ECC protected, it will likely flip a random bit.

Bit flips manifest in many ways - computer clusters suddenly dying, data silently being corrupted, and even squatting on domain names that are a bit adjacent.

To start your very own bit flip detector, simply run make and ./bitflip .

Feel free to tell what you plan on doing this weekend and even ask for help or feedback.

Please keep in mind it’s more than OK to do nothing at all too!

ZDNET's key takeawaysThe Linux kernel is moving toward a better way of identifying developers and their code.

Linux kernel maintainers have the same question: Who are their programmers, and how can the kernel community be sure the code they submit is really theirs?

For decades, Linux kernel developers used Pretty Good Privacy (PGP) to identify developers and their release artifacts.

Also: The latest Linux kernel release closes out the 6.x era - and it's a gift to cloud adminsIn 2011, hackers successfully cracked the main Linux development site, kernel.org.

Linux kernel maintainer Greg Kroah-Hartman, speaking at the Linux Foundation Members Summit, described it as a "pain to do and manage."

More and more advanced static type checkers.

I'm sure you can think of others.

I've been working on an extensible language-agnostic static analysis and refactoring tool for half a decade now.

I think I've even got an async-await implementation in there somewhere.

I'm not sure why I'm like this.

= _194_ local unpack = unpack, varg .

{ self.start_server().await } } dict.insert("server".into(), servers.into()); dict.insert("handler".into(), handlers.into()); Ok(dict) } } else { return Ok((None, Some("unable to construct IP prefix matcher"))) } } fn assert_single_argument(&self;) -> Result<&Self;, Self::Error>; fn assert_max_arguments(&self;, n: usize) -> Result<&Self;, Self::Error> { let list = match config.get_as_str("ai-robots-txt-path") { None -> MarkovChain.default(), }, } #[tokio::main] async fn handler( State(state): State, Query(params): Query>, request: Request, ) -> Result where I: IntoIterator, P: AsRef<str.

Input, 2 return c:byte() else local function destructure_close(lef…

Beagle Bros was a 1980s software company making apps for Apple II that is still remembered fondly for their personality.

But Beagle Bros must have been doing something right if there is still a living, elaborate catalog of their works online, 40+ years later.

Apparently, the best way to create fun programs for users is to make sure you had fun writing them in the first place.

Beagle Bros. had a lot to do with why I ever wanted to learn programming in the first place.

Not very useful, but really fun to know and really, really cool to mess with.

OpenAI:

OpenAI says ChatGPT has 900M+ weekly active users, 50M+ consumer subscribers, and weekly Codex users have more than tripled since the start of the year to 1.6M — AI demand is surging across consumers, developers, and businesses. Meeting that demand and providing everyone access …

Axios:

Sam Altman says OpenAI shares Anthropic's red lines with respect to AI use by the military, which are “an issue for the whole industry” — OpenAI CEO Sam Altman wrote in a memo to staff that he will draw the same red lines that sparked a high-stakes fight between rival Anthropic …

Wall Street Journal:

Sources: multiple federal agencies raised concerns about Grok's safety and reliability in recent months, before DOD approved Grok for use in classified settings — Warnings about xAI's safety and reliability preceded Pentagon decision to approve Grok for use in classified settings.

About Amazon:

Amazon will invest $15B in OpenAI initially, followed by $35B if certain conditions are met; OpenAI commits to consuming ~2 GW of Trainium capacity through AWS — Amazon Web Services (AWS) and OpenAI will co-create a Stateful Runtime Environment powered by OpenAI models …

Keach Hagey / Wall Street Journal:

Note to staff: Sam Altman says OpenAI seeks a DOD deal, except for use cases like domestic surveillance, and wants to “help de-escalate” DOD-Anthropic fight — Anthropic has spent weeks at odds with the Pentagon over the scope of how its Claude AI tools can be used

CNBC:

OpenAI raised $110B at a $730B pre-money valuation, up from $500B in a secondary financing in Oct.; Amazon invested $50B, Nvidia and SoftBank invested $30B each — OpenAI has closed a $110 billion funding round, a financing that's more than double the size of its last raise a year ago, which was a record for a private tech company.

Washington Post:

Sources detail how the standoff between the Pentagon and Anthropic escalated after discussions about using Claude during hypothetical nuclear missile attacks — Start-up Anthropic and the U.S. military are careening toward a clash over government use of artificial intelligence — and whether it should be allowed to kill.

Elizabeth Howcroft / Reuters:

Tether says it has frozen $4.2B of its crypto token over links to “illicit activity”, including $3.5B since 2023 and $61M linked to pig-butchering scams — El Salvador-based stablecoin issuer Tether said it has frozen about $4.2 billion of its crypto tokens over links to …

Bill Toulas / BleepingComputer:

French e-commerce marketplace ManoMano notifies its customers of a data breach affecting 38M; the company said the incident involved a third party subcontractor — DIY store chain ManoMano is notifying customers of a data breach that was caused by hackers compromising a third-party service provider.

Bloomberg:

Equinix and Canada Pension Plan Investment Board agree to acquire atNorth Holding, a pan-Nordic data center operator, valuing atNorth at $4B including debt — Canada Pension Plan Investment Board and Equinix Inc. have agreed to acquire atNorth Holding AB, a pan-Nordic data center operator owned by Partners Group Holding AG.

John Yoon / New York Times:

South Korea approves Google's request to export detailed geographic data overseas, reversing a longstanding policy that made Google Maps largely nonfunctional — South Korea approved Google's request to export detailed map data, reversing a longstanding restriction that made the tool largely nonfunctional.

Marina Temkin / TechCrunch:

Plaid allowed employees to sell some of their shares at an $8B valuation, up 31% from the $6.1B valuation in April 2025 and 40% below its $13.4B peak in 2021 — Plaid, a company that connects financial applications to users' bank accounts, enabling payments and data verification …

Dan Goodin / Ars Technica:

Security researchers detail AirSnitch, a series of attacks that bypass Wi-Fi client isolation, enabling machine-in-the-middle attacks in modern Wi-Fi networks — That guest network you set up for your neighbors may not be as secure as you think. — It's hard to overstate the role that Wi-Fi plays in virtually every facet of life.

Chris Kirkham / Reuters:

California DMV records show Tesla has logged zero autonomous test miles on the state's roads since 2019, despite Musk's claims of an imminent CA robotaxi launch — For more than a year, Elon Musk has repeatedly said Tesla (TSLA.O) is months away from launching a driverless robotaxi service in California …

Financial Times:

Sources: Jeff Bezos' Project Prometheus is raising tens of billions to buy companies hit by AI; it was valued at ~$30B in November 2025 when it raised $6.2B — Project Prometheus in new talks with Abu Dhabi and JPMorgan over vehicle to buy up businesses disrupted by the technology

Financial Times:

Sources: DOD was in talks with leading AI companies about building AI tools to automate reconnaissance of China's power grids, utilities, and sensitive networks — US holding talks with AI groups to identify vulnerabilities in Chinese networks and feed US war planning

Takashi Mochizuki / Bloomberg:

The Japanese government plans to invest ~$1.6B in Rapidus over the next two fiscal years to help it mass-produce 2nm logic chips and potentially challenge TSMC — The Japanese government will invest a total of ¥250 billion ($1.6 billion) in state-backed Rapidus Corp. as part …

Tripp Mickle / New York Times:

Letter: 100+ Google DeepMind and other AI employees urge Jeff Dean to block US military deals that use Gemini for mass surveillance or autonomous weapons — More than 100 Google A.I. employees sent a letter to Jeff Dean, a chief scientist, opposing Gemini's use for U.S. surveillance and some autonomous weapons.

Luke Barr / ABC News:

CISA's interim director Madhu Gottumukkala is reassigned as DHS' director of strategic implementation; executive assistant director Nick Andersen will take over — The nominee to serve as CISA director has not yet received a hearing. — The Department of Homeland Security (DHS) …

Tamsin McMahon / Bloomberg:

xAI co-founder Toby Pohlen is leaving the company, the seventh of 12 xAI co-founders to depart; Elon Musk put Pohlen in charge of Macrohard earlier this month — xAI co-founder Toby Pohlen said he is leaving Elon Musk's artificial intelligence startup, the latest founding executive to depart …

Mickey Djuric / Politico:

OpenAI says it will overhaul safety protocols and establish direct contact with Canadian police, after not alerting authorities about the Tumbler Ridge suspect — Following meetings with the governments of Canada and British Columbia this week, OpenAI says it is committed “to help prevent tragedies like this in the future.”

Matteo Wong / The Atlantic:

Q&A with Terence Tao on AI-generated Erd&odblacs solutions, “cheap wins”, hybrid human AI contributions, push-of-a-button workflows, new ways of doing math, and more — Terence Tao, the legendary mathematician, explains the promise of generative AI.

Business Insider:

Sources: two members of Thinking Machines Lab's founding team, Christian Gibson and Noah Shpak, left the startup and have been working at Meta for a few weeks — - Two founding team members left Thinking Machines Lab for Meta in recent weeks. — The exits add to a wave of departures from the high-profile $12 billion AI startup.

unwrap ( ) ; // Compute attention scores let attention = TopologicalAttention :: new ( Default :: default ( ) ) ; let scores = attention .

addEdge ( scan , filter ) ; // Apply attention const attention = new TopologicalAttention ( ) ; const scores = attention .

` ) ; // GNN embeddings const embeddings = await db .

; let embeddings = pipeline .

( "Landauer cost: {:.2e} J" , cost ) ; SIMD Pattern Retrieval use exo_manifold :: { ManifoldEngine , cosine_similarity_simd , batch_distances } ; // 54x faster similarity search let query = vec !

Agent Skills for Context EngineeringA comprehensive, open collection of Agent Skills focused on context engineering principles for building production-grade AI agent systems.

Context engineering is the discipline of managing the language model's context window.

Effective context engineering means finding the smallest possible set of high-signal tokens that maximize the likelihood of desired outcomes.

UsageUsage with Claude CodeThis repository is a Claude Code Plugin Marketplace containing context engineering skills that Claude automatically discovers and activates based on your task context.

The skills provide the context and guidelines that agent needs for effective context engineering and…

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

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

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Reload to refresh your session.

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Stremio - Freedom to StreamStremio is a modern media center that's a one-stop solution for your video entertainment.

You discover, watch and organize video content from easy to install addons.

BuildPrerequisitesNode.js 12 or higherpnpm 10 or higherInstall dependenciespnpm installStart development serverpnpm startProduction buildpnpm run buildRun with Dockerdocker build -t stremio-web .

docker run -p 8080:8080 stremio-webScreenshotsBoardDiscoverMeta DetailsLicenseStremio is copyright 2017-2023 Smart code and available under GPLv2 license.

See the LICENSE file in the project for more information.

Hugging Face SkillsHugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation.

They are interoperable with all major coding agent tools like OpenAI Codex, Anthropic's Claude Code, Google DeepMind's Gemini CLI, and Cursor.

Google Gemini uses 'extensions' to define the instructions for your coding agent in a gemini-extension.json file.

InstallationHugging Face skills are compatible with Claude Code, Codex, Gemini CLI, and Cursor.

Your coding agent automatically loads the corresponding SKILL.md instructions and helper scripts while it completes the task.

You can show your support via:Cryptocurrency: BTC: bc1q7zldmzjwspnaa48udvelwe6k3fef7xrrhg5625 LTC: LRWgqwEYDwqau1WeiTs6Mjg85NJ7m3fsdQ ETH: 0x3f844B2cc3c4b7242964373fB0A41C4fdffB192APatreon: https://patreon.com/lucknitehttps://patreon.com/lucknite Ko-fi: https://ko-fi.com/lucknite🙏 Thank you for your support!

SponsorsSponsor the most comprehensive repository of AI system prompts and reach thousands of developers.

Latest Update: 08/01/2026🔗 Connect With MeX: NotLuckniteNotLucknite Discord : x1xhlol: Email: [email protected]🛡️ Security Notice for AI Startups⚠️ Warning: If you're an AI startup, make sure your data is secure.

Check out ZeroLeaks, a service designed to help startups identify and …

Cloudflare AgentsAgents are persistent, stateful execution environments for agentic workloads, powered by Cloudflare Durable Objects.

Each agent has its own state, storage, and lifecycle — with built-in support for real-time communication, scheduling, AI model calls, MCP, workflows, and more.

count ; } @ callable ( ) decrement ( ) { this .

There are also examples using the OpenAI Agents SDK in openai-sdk/ .

npm install # install all workspaces npm run build # build all packages npm run check # full CI check (format, lint, typecheck, exports) CI=true npm test # run tests (vitest + vitest-pool-workers)Changes to packages/ need a changeset:npx changesetSee AGENTS.md for deeper contributor guid…

Seerr is a free and open source software application for managing requests for your media library.

It integrates with the media server of your choice: Jellyfin, Plex, and Emby.

Currently, Seerr supports Sonarr and Radarr.

Customizable request system, which allows users to request individual seasons or movies in a friendly, easy-to-use interface.

SupportCheck out the Seerr Documentation before asking for help.

TimesFMTimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Latest Model Version: TimesFM 2.5Archived Model Versions:1.0 and 2.0: relevant code archived in the sub directory v1 .

You can pip install timesfm==1.3.0 to install an older version of this package to load them.

Update - Oct. 29, 2025Added back the covariate support through XReg for TimesFM 2.5.

This repo will be under construction over the next few weeks toadd support for an upcoming Flax version of the model (faster inference).

Synkra AIOS: Framework Universal de Agentes IA 🚀Framework de Desenvolvimento Auto-Modificável Alimentado por IA.

Contributors appearing in the git history from the original BMad Method repository do not imply active participation in or endorsement of Synkra AIOS.

Visão GeralPremissa Arquitetural: CLI FirstO Synkra AIOS segue uma hierarquia clara de prioridades:CLI First → Observability Second → UI ThirdCamada Prioridade Foco Exemplos CLI Máxima Onde a inteligência vive.

O arquivo .claude/CLAUDE.md é carregado automaticamenteé carregado automaticamente Sync dedicado de agentes: npm run sync:ide:claudeValidacao dedicada: npm run validate:claude-sync && npm run validate:claude-integrationPara …

Excalidraw MCP Server & Agent SkillRun a live Excalidraw canvas and control it from AI agents.

Agent Skill: Portable skill for Claude Code, Codex CLI, and other skill-enabled agentsKeywords: Excalidraw agent skill, Excalidraw MCP server, AI diagramming, Claude Code skill, Codex CLI skill, Claude Desktop MCP, Cursor MCP, Mermaid to Excalidraw.

Configure MCP ClientsThe MCP server runs over stdio and can be configured with any MCP-compatible client.

Canvas server : Must be running before the MCP server connects.

Start it with npm run canvas (local) or docker run -d -p 3000:3000 ghcr.io/yctimlin/mcp_excalidraw-canvas:latest (Docker).

RowboatOpen-source AI coworker that turns work into a knowledge graph and acts on itRowboat connects to your email and meeting notes, builds a long-lived knowledge graph, and uses that context to help you get work done - privately, on your machine.

Voice notesTo enable voice notes (optional), add a Deepgram API key in ~/.rowboat/config/deepgram.json:{ "apiKey": "" }Web searchTo use Brave web search (optional), add the Brave API key in ~/.rowboat/config/brave-search.json.

IntegrationsRowboat builds memory from the work you already do, including:Gmail (email)(email) Granola (meeting notes)(meeting notes) Fireflies (meeting notes)How it’s differentMost AI tools reconstruct context on demand by…

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tl;dr Google spent over a decade telling developers that Google API keys (like those used in Maps, Firebase, etc.)

Example Google API key in front-end source code used for Google Maps, but also can access GeminiThese aren't just hobbyist side projects.

They are defaulting to blocking API keys that are discovered as leaked and used with the Gemini API.

You can also use TruffleHog to scan your code, CI/CD pipelines, and web assets for leaked Google API keys.

Additional ResourcesWebinar: Google API Keys Weren't Secrets.

Anthropic, the wildly successful AI company that has cast itself as the most safety-conscious of the top research labs, is dropping the central pledge of its flagship safety policy, company officials tell TIME.

That decision included scrapping the promise to not release AI models if Anthropic can’t guarantee proper risk mitigations in advance.

For nearly a year, Anthropic executives discussed ways to reshape their flagship safety policy to match this new environment, Kaplan says.

For example, by constraining itself from releasing new models, Anthropic’s original RSP also incentivized it to quickly build safety mitigations.

Asked whether Anthropic was caving to market pressure, Kaplan argued…

How it worksTimes New Resistance autocorrects specific words as they are typed.

For example, the word ICE autocorrects to the Goon Squad and the word Trump autocorrects to Donald Trump is a felon.

To the untrained eye, Times New Resistance looks just like Times New Roman – the official font of the U.S. State Department.

When you install the font, it will appear in your font menus as Times New Roman, with an extra space between the words Times and New.

There’s not much to love about big tech these days.

And that’s before we get to the rampant “enshittification”, as the tech writer Cory Doctorow describes it, which means that by design many big tech products have become less useful and more extractive than they were when we originally signed up to them.

Microsoft’s position at the foundations of IT infrastructure for not just businesses but governments has come under scrutiny recently, though, as has Europe’s reliance on big tech in general.

With human verification, free speech and data privacy at its core,” said W’s chief executive Anna Zeiter on (Microsoft-owned) LinkedIn.

Photograph: SOPA Images/LightRocket/Getty ImagesEven more than ot…

Extend it with TypeScript extensions, skills, prompt templates, and themes.

Context Context engineering Pi's minimal system prompt and extensibility let you do actual context engineering.

Packages Install and share Bundle extensions, skills, prompts, and themes as packages.

Install from npm or git: $ pi install npm:@foo/pi-tools$ pi install git:github.com/badlogic/pi-doom Pin versions with @1.2.3 or @tag .

Philosophy What we didn't build Pi is aggressively extensible so it doesn't have to dictate your workflow.

And for a while, I told myself that was a good enough reason to keep what's truly happening to myself.

But the gap between what I've been saying and what is actually happening has gotten far too big.

Big jumps here and there, but each big jump was spaced out enough that you could absorb them as they came.

Amodei has said that AI models "substantially smarter than almost all humans at almost all tasks" are on track for 2026 or 2027.

But I want to be honest about the full scope of what's happening, because it goes well beyond work.

https://news.ycombinator.com/item?id=47123689

I don’t know what depression feels like for other people, but I can tell I’m headed down into the muck when my internal monologue turns against me.

Why this particular phrase at this particular time stings so much is because it’s not entirely untrue, specifically with regard to my profession.

What I’m talking about is that nothing I do matters.

The legend has John Henry — the very best in the world — winning his battle against a machine, only to lose the war by, y’know, dying.

I don’t know.

Explore Sign In Sign Updiode Build, program, and simulate hardware in the browser.

Resistor Capacitor NPN Transistor PNP Transistor Led 555 Timer Tactile Switch Wire Simulate

But now here we are again, talking about A.I.

Earlier this month The New Yorker published a story by Gideon Lewis-Kraus about A.I.

It begins with this one:❝ A large language model is nothing more than a monumental pile of small numbers.

It converts words into numbers, runs those numbers through a numerical pinball game, and turns the resulting numbers back into words… But when these A.I.

Lewis-Kraus includes this anecdote from a mathematician who works for Anthropic:❝ A.I.

Designed by the renowned architect Frank Lloyd Wright (himself a lifelong Unitarian), it opened in 1908 and is sometimes referred to as the world’s first modern building.

He let me know about the Unity Temple “H” after spotting it during a recent visit to Chicago.

And most intriguingly: Had Frank Lloyd Wright himself ever been responsible for an upside-down “H”?

May 1956(The Frank Lloyd Wright Foundation Archives)This is where things get interesting.

Most crucially, it’s not clear whether Frank Lloyd Wright himself oversaw the installation of any upside-down letters, although several other architectural professionals clearly did.

Introducing vinextWhat if instead of adapting Next.js output, we reimplemented the Next.js API surface on Vite directly?

vinext dev # Development server with HMR vinext build # Production build vinext deploy # Build and deploy to Cloudflare WorkersThis is not a wrapper around Next.js and Turbopack output.

Production build time:Framework Mean vs Next.js Next.js 16.1.6 (Turbopack) 7.38s baseline vinext (Vite 7 / Rollup) 4.64s 1.6x faster vinext (Vite 8 / Rolldown) 1.67s 4.4x fasterClient bundle size (gzipped):Framework Gzipped vs Next.js Next.js 16.1.6 168.9 KB baseline vinext (Rollup) 74.0 KB 56% smaller vinext (Rolldown) 72.9 KB 57% smallerThese benchmarks measure compilation and bundling s…

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Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

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

Changelog News!

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

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Squarespace – A website makes it real!

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

Changelog News!

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

It’s like, I don’t know if you’re a golfer, Tim, but that’s what golf folks say as well.

And golf tech, like any tech, is just limitless really what they can fine tune and dial in.

I’m being facetious, but you know, golf rounds aren’t cheap, golf trips with friends aren’t cheap, golf clubs are not cheap.

And so that today is my TrueNAS box.

I kind of want my TrueNAS box to do everything.

[ ] Well, there’s, and we’ve talked a lot about the building of a company and the building of software now.

And I think founders today have that, it is as important as the thing that they’re building, right?

And if you’re a developer building an agent, it could be your sales agent, it could be a developer of a coding agent.

And you connect up to the Layercode voice layer and put in our browser SDK and then you get a little voice agent microphone button and everything in the web app.

There’s a lot of trade-offs, right, in voice between latency, price, quality, so we let users explore that and find the right fit for their voice agent.

Changelog News!

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

However, what happens when one AI agent meets another?

Among the many disturbing findings are agents that spread potentially destructive instructions to other agents, agents that mutually reinforce bad security practices via an echo chamber, and agents that engage in potentially endless interactions, consuming vast system resources with no clear purpose.

Pushing OpenClaw to the limitThe premise of the researchers' work is that agentic AI can carry out actions without a person typing in a prompt, as you do with ChatGPT.

Agentic AI can be given access to various resources through which to carry out actions.

Also: True agentic AI is years away - here's why and how we get thereIn the interactio…

Mobile World Congress (MWC) is shaping up to be an exciting one this year.

As always, leading global brands, including Xiaomi, Honor, and TCL, will be present -- and they'll likely occupy a large part of the show floor.

Also: The best Android phones to buy in 2026This year's demos will likely center around AI, cloud computing, and other productivity tools.

HonorKerry Wan/ZDNETGoing into MWC, Honor has been teasing the release of the Magic V6 foldable phone, alongside the MagicPad 4 and MagicBook Pro 14.

The company unveiled the TCL Note A1 at CES in January, and it'll likely showcase similar tablet and phone models at MWC.

NixOS ZDNET's key takeaways NixOS is an open-source operating system that is available to install and use for free.

So when I find a Linux distribution that can challenge me, I jump at the chance to see what it can do.

For example, to search for Slack, the install command is:nix-shell -p slackAh, but we then run into our first problem.

ZDNET's Linux adviceUsually, when I do a review of a Linux distribution, I install it as a VirtualBox virtual machine, kick the tires, and delete the VM when I'm finished.

If you're comfortable using the Linux command line and like a challenge, you should certainly give NixOS a try.

Iniu 5,000mAh power bank ZDNET's key takeaways Compact power bank with an Apple Watch charging pad and two USB-C ports.

But while there are no shortage of power banks for smartphones, both wired and wireless, power banks for another popular gadget are rare.

Previously, if you wanted to charge your Apple Watch while away, you needed a spare charging cable, a multi-ended cable, or a charging puck.

The handy thing about this power bank is that it has a built-in charging puck, allowing wireless charging.

The 5,000mAh/18Wh capacity isn't much, but it is enough for about 50-90% of a modern iPhone's top-up and six recharges of an Apple Watch.

When I got back home from that vacation, I installed network monitoring tools to collect and analyze that telemetry data for myself.

Also: The 11 Microsoft apps I ditch on every new Windows install - and the 11 I keepBut you know what?

If you choose to send optional diagnostic data, Microsoft may use or combine Windows diagnostic data with data from other Microsoft products to help keep Windows and those products secure and up to date, troubleshoot problems, and make product improvements.

For a detailed list of events and fields in the Optional category, see Optional diagnostic data for Windows 11 and Windows 10.

The Required data Microsoft collects really is essential, and asking for a way…

Lenovo ThinkPad P1 (Gen 8) ZDNET's key takeaways The Lenovo ThinkPad P1 Gen-8 is available now for $4,169 for the tandem OLED display and 32GB of RAM.

It's a complete package powerstation, with cutting-edge hardware, a brilliant display, upgradeable RAM, and durable build.

Lenovo's ThinkPad P series consists of powerful, portable workstations designed for users in engineering, design, and media creation.

Still, if you dig the ThinkPad, the P1 is a flagship model that balances power and portability to a satisfying degree.

Why the Lenovo ThinkPad P1 Gen-8 gets an Editors' Choice awardThe 16-inch ThinkPad P1 (Gen 8) earns our Editor's Choice award for its successful execution of form and funct…

Renpho Lynx Ring ZDNET's key takeaways The Renpho Lynx smart ring is a bare-bones wellness tracker for $170.

The Renpho Lynx smart ring is a $170 smart ring that's much cheaper than its competitors.

Where other smart rings have added dozens of exercises to record, the Lynx smart ring offers only 30.

ZDNET's buying adviceRenpho's Lynx smart ring is a solid choice as a first smart ring for those with budget constraints.

Look elsewhere if you want a showstopping product, of which there are many more expensive options, including the Oura Ring 4, Galaxy Ring, and RingConn Gen 2.

Hopefully, this improvement will be most noticeable to people who like Bluetooth multipoint, a feature that allows one Bluetooth device to save multiple connections and switch between them.

Bluetooth 6 features Decision-Based Advertising Filtering and Monitoring Advertisers, which improve interoperability and enable faster reconnections to previously paired Bluetooth devices.

For example, Bluetooth LE Audio requires a device to have Bluetooth 5.2, but several devices with that version don't support it.

Another example is Channel Sounding, which received significant fanfare when the Bluetooth SIG announced it within Bluetooth 6.

As of early 2026, several smartphones support Bluetooth 6 but d…

Sennheiser RS 275 TV Headphones bundle ZDNET's key takeaways The RS 275 TV Headphones bundle is available for $300.

The HDR 275 headphones provide an Auracast gateway for iOS users, but their tight fit is a turn-off.

The RS 275 TV Headphones bundle opens a world of Auracast capabilities inside and outside of the home, bringing real-world application to life in a fresh package.

The RS 275 bundle includes the HDR 275 headphones, the BTA1 transmitter, power and audio cables, and a headphones stand.

Auracast is a winnerSennheiser's HDR 275 headphones are solid, but the BTA1 transmitter is the golden nugget of this bundle.

You can cut cable and still access live TV for a fraction of the cost. These are my favorite live TV streaming services, tested and ranked, in 2026.

Fender Mix ZDNET's key takeaways The Fender Mix are available for preorder in Skyscraper Black and Olympic White for $299.

Fender is the latest player in the consumer audio game, and its new Mix headphones are no lightweight competitor.

Right off the bat, I can say the Fender Mix don't compare to Sony or Bose's flagship headphones in audio or noise cancellation performance.

ZDNET's buying adviceThe Fender Mix headphones are a solid choice for users who want headphones that get the job done and offer several methods to stay connected.

If more reliable audio and noise-canceling performance, plus a companion app for customization, are important to you, I'd skip the Fender Mix.

Similar to the streaming giant's Music and Podcast Charts, the Audiobook Charts will be updated weekly and highlight the top audiobooks overall and by genre

The lowest rates of the year for TechCrunch Disrupt 2026 end after today. Prices go up at 11:59 p.m. PT. Don't miss connecting with 10,000 founders, investors, and operators, and key takeaways from 250+ industry leaders. Register now to save up to $680, or up to 30% on group passes.

Zomato co-founder Deepinder Goyal's new wearable startup Temple has raised $54 million in a friends-and-family round at a post-money valuation of about $190 million.

The new funding consists of a $50 billion investment from Amazon as well as $30 billion each from Nvidia and SoftBank, against a $730 billion valuation.

After years of appeals, Google has finally won approval to export high-precision geographic information out of South Korea and provide proper Google Maps services in the country, including walking and real-time driving directions.

Ultrahuman’s Ring Pro promises 15-day battery life and a $479 price tag as the wearables maker expands its health-tech push.

The new valuation is a 31% increase from $6.1 billion Plaid reached in April.

In a one-two punch of centibillion-dollar offers, the bidding war for Warner Bros. Discovery is over. David Ellison-owned Paramount will acquire Warner Bros. Discovery. Netflix has lost.

theodp writes: On Tuesday, Microsoft GM of Education and Workforce Policy (and former Code.org Chief Academic Officer) Pat Yongpradit posted an obituary of sorts for coders. "Computer programmers and software developers are codified differently in the BLS [Bureau of Labor Statistics] data," Yongpradit wrote. "The modern AI-infused world needs less computer programmers (coders) and more software developers (more holistic and higher level). So when folks say that there is less hiring of computer programmers, they are right. But there will be more hiring of software developers, especially those who have adopted an AI-forward mindset and skillset. [...] The number of just pure computer programm…

Bright Data, a company that operates one of the world's largest residential proxy networks, has been running an SDK inside smart TV apps that turns those devices into nodes for web crawling -- collecting data used by AI companies, among other clients -- and most consumers have had no idea it was happening. The company has published more than 200 first-party apps to LG's app store alone and still lists Samsung's Tizen OS and LG's webOS as supported platforms, though LG says the SDK is "not officially supported" and its operation on webOS "is not guaranteed." Google, Amazon, and Roku have all since adopted policies restricting or banning background proxy SDKs, and Bright Data no longer suppor…

OpenAI has closed what is now the largest private financing in history -- a $110 billion round at a $730 billion pre-money valuation that more than doubles the $40 billion raise it completed just a year ago, itself a record for a private tech company at the time. Amazon invested $50 billion, SoftBank put in $30 billion, and Nvidia committed $30 billion, and additional investors are expected to join as the round progresses. The valuation is a sharp jump from the $500 billion OpenAI commanded in a secondary financing in October, and the round dwarfs recent raises by rivals Anthropic ($30 billion) and xAI ($20 billion). The company has been telling investors it is now targeting roughly $600 bi…

An anonymous reader quotes a report from The Register: Ballooning memory prices are forecast to kill off entry-level PCs, leading to a decline in global shipments this year -- and a similar effect is going to hit smartphones. Analyst biz Gartner is projecting a drop in PC shipments of more than 10 percent during 2026, and a decline of around 8 percent for smartphones, all due to the AI-driven memory shortage. Some types of memory have doubled or quadrupled in price since last year, and Gartner believes DRAM and NAND flash used in PCs and phones is set for a further 130 percent rise by the end of 2026. The upshot of this is that the budget PC will disappear, simply because vendors won't be a…

sciencehabit quotes a report from Science Magazine: For decades, planetary scientists have pored over a mystery hidden within the Moon rocks retrieved by Apollo astronauts in the 1960s and '70s. Minerals in the rocks record the imprint of a magnetic field, nearly as powerful as Earth's, that existed more than 3.5 billion years ago and seemed to persist for millions of years. But generating a magnetic field requires a dynamo -- a churning, molten core -- and most researchers believed the Moon's tiny core would have long since cooled off, 1 billion years after it formed. Corroborating that picture are other ancient Moon rocks of about the same age that suggest the field was weak -- leaving pl…

Longtime Slashdot reader ArchieBunker shares a report from NBC News: NASA revealed that astronaut Mike Fincke was the crew member who suffered a medical incident at the International Space Station in January, which prompted the agency to carry out the first evacuation due to a medical issue in the space station's 25-year history. The rare decision to cut a mission short and bring Fincke and three other crew members home early made for a dramatic week in space early this year. In a statement released by NASA "at the request of Fincke," the veteran astronaut said he experienced a medical event on Jan. 7 "that required immediate attention" from his space station crew members. "Thanks to their …

An anonymous reader quotes a report from the Associated Press: Anthropic CEO Dario Amodei said Thursday the artificial intelligence company "cannot in good conscience accede" to the Pentagon's demands to allow wider use of its technology. The maker of the AI chatbot Claude said in a statement that it's not walking away from negotiations, but that new contract language received from the Defense Department "made virtually no progress on preventing Claude's use for mass surveillance of Americans or in fully autonomous weapons." The Pentagon's top spokesman has reiterated that the military wants to use Anthropic's artificial intelligence technology in legal ways and will not let the company dic…

A Greek court has convicted four individuals linked to the marketing of Predator spyware in the wiretapping scandal that shook the country in 2022. The BBC reports: In what became known as "Greece's Watergate," surveillance software called Predator was used to target 87 people -- among them government ministers, senior military officials and journalists. The four who had marketed the software were found guilty by an Athens court of misdemeanours of violating the confidentiality of telephone communications and illegally accessing personal data and conversations. The court sentenced the four defendants to lengthy jail sentences, suspended pending appeal. Although they each face 126 years, onl…

Colorado lawmakers are proposing SB26-051, a bill that would require operating systems to register a user's age bracket and share it with apps via an API. PCMag reports: The bill comes from state Sen. Matt Ball and Rep. Amy Paschal, both Democrats. "The intent is to create thoughtful safeguards for kids online through a privacy-forward framework for age assurance," Ball told PCMag. "Unlike some laws in other states, SB 51 doesn't require users to share personally identifiable information or use facial recognition technology." The legislation also promises to centralize the age check through the OS, rather than mandating that each app enforce their own age-verification mechanism, which can i…

Jack Dorsey's Block is cutting more than 4,000 jobs, or nearly half its workforce, as part of a deliberate shift toward becoming a smaller, "intelligence-native" company built around AI. The Verge reports: "We're not making this decision because we're in trouble," Dorsey says. "Our business is strong. Gross profit continues to grow, we continue to serve more and more customers, and profitability is improving. But something has changed. We're already seeing that the intelligence tools we're creating and using, paired with smaller and flatter teams, are enabling a new way of working which fundamentally changes what it means to build and run a company. And that's accelerating rapidly." Dorsey …

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…

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

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

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

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

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

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

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

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

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

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

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

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

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

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A native macOS client for Hacker News, built with SwiftUI Discussion | Link

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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.

Tourists and even locals sometimes miss one of the most historic and colorful free outdoor attractions in San Diego when they drive over the Coronado Bay Bridge to visit the sandy shores of Coronado. Underneath the pre-stressed concrete and steal of the bridge lies Chicano Park, home to one of the largest collections of outdoor murals in the United States. The vibrant murals are not just colorful artwork, but all have a meaningful message of Chicano Pride and the Hispanic history of oppression and resistance. That’s because this park would not exist if it weren’t for the Chicano movement in the 1970’s.

In the late1960’s the largely Hispanic neighborhood of Barrio Logan had five thousand res…

Taiwan imports almost all of its energy. That fact can make the island’s own oil history feel easy to forget. In Miaoli County, ChuHuangKeng is Taiwan’s most important early oil site. Local sources sometimes refer it as the first modern oil well area in East Asia. Labels can be disputed, but the place significance is without any doubt. It tells Taiwan’s main petroleum story for more than a century, from the 1861 discovery in the late Qing period, through Japanese rule, and all the way into the several wells that still produce natural gas today. The Taiwan Oil Field Exhibition Hall sits next to the old field. At the entrance stands a statue of three oil workers at a wellhead. CPC Corporation…

The Hitching Stone is a prominent landmark on the otherwise bland and gently sloping Keighley Moor in the Pennines of Yorkshire. Weighing over 1000 tonnes and 29 feet long, it is said to be the largest single boulder in the county. It is believed to be an erratic block, deposited here by glacial ice movement thousands or even millions of years ago. Being so unique for its area, it has become a prominent local landmark where councils, horse races, and fairs were once held.

Particular features of the rock have their own stories to tell. A long tunnel through the rock is said to have been left by a witch. Allegedly irritated by the rock's presence outside her house, she is said to have shoved …

Morlaix is a medieval market town in Brittany. The Old Quarter has many half-timbered buildings overhanging the narrow cobbled streets. The last thing you expect to see in such a quaint medieval town is modern street art. Huge, beautiful murals have been painted on the sides of ramshackle old buildings and modern blocks of flats. Some overlook ancient thoroughfares and others busy car-parks.

The art has been created by a number of artists and tours are available to see them all, however on any walk around the town centre you will discover unexpected colourful surprises.

The Poolsmoor prison is a decades old maximum-security prison that hosted a variety of people, including Nelson Mandela after his release from Robben Island. With over 7000 inmates it does not appear in most people's travel itinerary, but perhaps surprisingly it should because it hosts an (in)famous restaurant called Pollsmoor Restaurant "Idlanathi" (or Zulu for "come eat with us"). The restaurant, which is open for breakfast and lunch, is not only special for its location but also for the staff, as it is fully run by inmates close to the end of their sentence, with the idea to provide them with useful skills for functioning in the outside world. There are also guards nearby so there is vir…

Four outer walls remain of this beautiful church which has lost its roof and been taken over by nature. Part of the structure dates back to 1086 and was one of two local churches registered in the Domesday Book. Over time it was too costly to maintain both churches and this one was decaying and at risk of falling.

In 1947, vibrations from a low-flying aircraft caused the tower to collapse. The church fell into further disrepair after this.

Watching the Olympic Games, it may often feel like they are as much about pomp and ceremony as they are about sports. The International Olymic Committee (IOC) has a long list of protocols that need to take place during opening and closing ceremonies, the playing of the Olympic and National Anthems and lighting of the flame, for example; and medal ceremonies have similar requirements. Looking at the Games of the 21st century, it becomes clear that many of these traditions have their origins in the birth of the modern Games in 1896 Europe, a context of chivalrous ideals marred by racist notions of superiority; while other traditions can be traced further back to the original games in Ancient …

There is one major international airport within the limits of Mexico City, and it is known by many names. The official full name is Aeropuerto Internacional Benito Juárez, after the country's president from 1858 and 1872, who became one of the most influential figures in its history. Shorter versions include AICM (Aeropuerto Internacional de la Ciudad de México, or Mexico City International Airport) and its three-letter code MEX. The first airport operations at this site began in 1915, becoming international by 1943, and considered to be at capacity since 2014. The airport has had many expansions and renovations, although is unlikely to be able to grow any more as it is practially surrounde…

It really makes you stop and look twice as it is very out of place it's almost comical when you see it. It sits in a quiet park on the edge of the even quieter commune of Soing-Cubry-Charentenay. It was built in 1992 by local volunteers for the EuroSaône festival and weighs about 2.5 tonnes of iron.

Hidden within the post-industrial landscape of Ruda Śląska, the blast furnace of the former Huta Pokój is one of the most striking surviving examples of heavy industry architecture in southern Poland. Rising above its surroundings with an almost cathedral-like presence, the structure reflects the immense scale and ambition of 19th- and 20th-century metallurgy in Upper Silesia.

Huta Pokój was founded in the mid-19th century and quickly became a key component of the region’s rapidly expanding iron and steel industry. Fueled by nearby coal mines and supported by an extensive railway network, the facility played a crucial role in supplying steel for infrastructure, machinery, and wartime produc…

Eric Arthur Blair, who would later become known to the world as the political writer George Orwell, was born to a "lower-upper-middle class" English family not in England, but on the other side of the world in Motihari, India in 1903. His father was working as an opium agent in the British Indian civil service, in charge of the lucrative and now illegal drug that was exported to China. His mother, of French descent, was born in a business family in British Burma.

Although Orwell spent little time in India, leaving for England when he was just one year old, he would later end up working in neighboring Burma as a civil servant himself. His subsequent understanding of colonialism in Asia would…

James Turrell’s first public artwork located in the mountains, offers other worldly sunset and sunrise shows. The installation, much like all of his work, plays with out perfection of light and the sky. On rainy and snowy days the roof closes and a closed roof show takes its place. A unique and beautiful art piece, set in a stunning Colorado mountain town known for its public art installations.

Encord, the data infrastructure company for physical AI, today announced a €50 million ($60 million) Series C in order to accelerate product development, expand into new markets, and scale its AI-native data infrastructure platform as physical AI systems move from pilot programmes into full production. The round was led by Wellington Management, bringing the company’s […]

The post London-based Encord raises €50 million to support next phase of physical AI deployment appeared first on EU-Startups.

In the last year, we’ve seen huge strides in AI development and adoption. Whilst staggering valuations take the headlines, I’m interested in the coming data drought, opportunities in healthcare, and space tech. These are the industries where we expect the most impact to be achieved. New AI data sources: a huge market opportunity Gaining access […]

The post AI in 2026: The data drought, healthcare opportunities, and space tech appeared first on EU-Startups.

St. Gallen-based storage marketplace storabble has acquired the key assets of Düsseldorf-based mobile storage provider on-storage. The transaction represents storabble’s first acquisition and includes on-storage’s technology platform, logistics management systems, and brand assets. Financial terms were not disclosed. “Our goal has always been to create the one place people go when they need storage, whether […]

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Sparqle, an Amsterdam-based startup building an emission-free logistics infrastructure for modern e-commerce, has raised €1.5 million, including financing from the European Union, for European expansion. The company is active in the Netherlands, Belgium, and France and is working to expand into multiple European cities. “Our mission is to create a logistics ecosystem that combines sustainability […]

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Munich-based Ark Climate, a software company that offers an end to end solution for municipal climate action, has raised €2.1 million in a pre-Seed round to grow their team, expand their presence in the German market and develop advanced emission data and AI models. The round was led by the Climate Tech VC Satgana, joined […]

The post German municipalities could cut 100 million tonnes of CO2e – Ark Climate raises €2.1 million to support local action appeared first on EU-Startups.

Frankfurt-based Oska Health, a hybrid care provider combining personal health coaches with AI, has raised €11 million in Seed funding to scale its continuous care model for high-risk, chronically ill patients. The round is led by Capricorn Partners and SwissHealth Ventures, with participation from Revent, Calm Storm, LBBW Venture Capital, BMH, GoHub Ventures, and Aurum […]

The post With half of chronically ill patients failing to take medication correctly, Oska Health secures €11 million for personal health app appeared first on EU-Startups.

CommonAI has announced the UK’s Advanced Research and Invention Agency (ARIA) as its newest member, supported by an initial €18 million (£16 million) grant (part of a total €57 million (£50 million) commitment) that will focus on developing the UK’s scaling inference capability. The platform was originally launched by Anthemis and Cambridge AI Venture Partners […]

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This week on the EU-Startups podcast, we sit down with Enrico Giacomelli, Founder and Chairman of Namirial, one of Europe’s leading Digital Transaction Management and Qualified Trust Service Provider (QTSP) groups. From a small Italian software house to a pan-European digital trust leader valued at approximately €1.1 billion, Namirial’s journey reflects steady growth and strategic […]

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Seraphim Space, a London-based SpaceTech investment group, today announces the latest closing of its oversubscribed early-stage venture fund to support ventures at the Seed and Series A stage – exceeding its previous €84 million ($100 million) target. Investors include the British Business Bank (BBB), and the National Security Strategic Investment Fund (NSSIF). Alongside new strategic […]

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We are excited to announce that Dimitris Vassos, Chief Executive Officer and Co-founder of Omilia, will join the speaker line-up at the EU-Startups Summit 2026 on May 7-8 in sunny Malta. Founded in 2002, Omilia is one of the most advanced Voice AI and Agentic CX platforms globally, enabling enterprises to deliver seamless, human-like customer […]

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Alpa, a London-based hospitality-focused FinTech startup, today announced that it has raised €2.9 million ($3.5 million) in its pre-Seed funding round to strengthen its core product and engineering capabilities. The round was led by Daphni, with participation from True Capital, 2100 Ventures, Firedrop, Oprtrs Club, Kima Ventures, and Sonorcap. A group of hospitality and tech […]

The post Taster founder’s UK FinTech startup Alpa raises €2.9 million to build the financial operating system for hospitality appeared first on EU-Startups.

Foodforecast, a Cologne-based AI FoodTech startup specialising in demand and production forecasting for ultra-fresh food supply chains, today announced that it has secured €8 million in Series A funding to fuel international growth and enterprise-ready expansion. The round was co-led by SHIFT Invest and ECBF, with participation from existing investors Future Food Fund and Aeronaut […]

The post German AI FoodTech startup Foodforecast raises €8 million to tackle ultra-fresh food wastage appeared first on EU-Startups.

Dwelly, a London-based property management platform acquiring and digitising independent letting agencies, has secured over €79.3 million (£69 million) in combined equity and debt funding to accelerate its expansion across the UK. The raise includes a €36.8 million equity round led by General Catalyst, with participation from Begin Capital and S16VC, alongside a €42.55 million […]

The post London-based Dwelly secures over €79.3 million to scale AI-driven rental marketplace appeared first on EU-Startups.

Today, The Rise Report, a new nationwide study, has found that UK female entrepreneurs identify human connection as the cornerstone of resilience, growth and business success. This report is commissio...

InSpacePropulsion Technologies (ISPTech), a German space tech company developing propulsionsystems designed to enable fast and agile in-orbit manoeuvring, has raised €5.5million to advance deployment ...

ChatGPT developer OpenAI is to make London its largest research hub outside of its San Francisco headquarters, it announced today, signifying a vote of confidence in the city. The US AI frontier lab, ...

FlyFocus, a Poland-based defence technology companyspecialising in unmanned aerial systems (UAS) and avionics, has raised €4.5million in a funding round led by ffVC, with participation from the NCBRIn...

Ukraine offers a rare combination: deep technical talent, a startup ecosystem tested under extreme conditions, digital-first public infrastructure, supportive regulation, and urgent national demand th...

In 2025, European tech investment reached €72 billion,making it the second-strongest year of the past three. Within this landscape,the Netherlands ranked fourth, behind the UK, Germany, and France, wi...

French AI startup Mistral has struck a multi-year deal with consulting giant Accenture to help companies deploy AI technology and customise their AI offering. The deal comes as AI companies like Mistr...

Following our previous announcements, we are excited to unveil a new group of confirmed speakers for the Tech.eu Summit London 2026. The Tech.eu Summit London 2026 will take place on 21–22 April 2026...

Fusion energy company Proxima Fusion has signed an agreement with the Free State of Bavaria, RWE, and Max Planck Institute for Plasma Physics (IPP) to put the world’s first commercial stellarator fusi...

A UK AI infrastructure startup founded by Cambridge neuroscientists offering a counter view to the “monoculture” that believes superintelligence will come from a single “God-like” AI model running on ...

Oska Health, a hybrid careprovider combining personal health coaches with AI, has raised €11 million in seed funding to scale its continuous care model for high-risk, chronically illpatients. The roun...

Founders House has officially launched in Helsinki, bringing a highly successful Swedish “founder factory” to Finland. Founders House Helsinki is a highly selective workspace and community for Finla...

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, […]

The confirmation of two hacked victims further deepens an ongoing spyware scandal that, for now, appears largely focused on the Italian government.

The Italian government claims that accepting Paragon’s help would have compromised national security and classified information.

All Thibault Launay and his wife Simi wanted nearly five years ago was to build a dream home in Portugal, where they both now live. But what they encountered instead was a broken system. “Fourteen months of delays, 20% budget overruns, and endless stress managing over 10 subcontractors,” Thibault recalled. They bought the land in […]

This week on StrictlyVC Download, Strictly VC’s Alex Gove speaks with Eric Slesinger from 201 Ventures, a firm focused on seed-stage defense tech startups in Europe. They discuss Slesinger’s journey from CIA to investor and how he recognized the untapped potential in European defense tech while others were dismissive. They also chat about how he’s […]