Blanchard's account is that he never looked at the existing source code directly.

That question is this: does legal mean legitimate?

Derivative works built on chardet 7.0 are under no obligation to share their source code.

The chardet situation suggests the argument has to go further: to a specification copyleft covering the layer below source code.

Whatever courts eventually decide about AI reimplementation, the question we need to answer first is not a legal one.

Comments

“Every federal government has considered it its duty to shield the car industry from stricter rules,” Katzemich told TEC.

Society bears the cost: “We breathe far too much nitrogen on our streets, and transport remains one of the sectors contributing most to the climate crisis.

Consumers still can't afford EVs because they are not being produced – at least not by German manufacturers.”

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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A multibillion-pound drive to “mainline AI into the veins” of the British economy is riddled with “phantom investments” and shaky accounting, a Guardian investigation has found.

The findings raise questions about a series of massive AI investments announced globally in the past year, many in high-level press releases from governments and tech companies.

View image in fullscreen Starmer unveiling the government’s ‘AI opportunity action plan’ at University College London (UCL) East in January 2025.

“Our investments are designed to expand compute capacity, and enable AI adoption and innovation across enterprises, research institutions, the public sector and startups.

We are delivering advanced…

"The Iranian side had requested permission on 28 February for three ships in the region to dock at our ports.

This was accorded on 1 March," Jaishankar told parliament on Monday.

"Iris Lavan actually docked on 4 March in Kochi.

The crew is currently in Indian naval facilities.

We believe that this was the right thing to do."

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Two knots are called equivalent when there is an orientation-preserving homeomorphism of E(3) onto itself sending one knot to the other.

Thus, one usually restricts knots to be tamely embedded, e.g., as a simple closed polygonal curve, and we'll do so as well.

It follows that the sum of two knots can only be the unknot when both knots are the unknot themselves.

A table of the knots with at most 10 crossings is found in D. Rolfsen, `Knots and Links', Publish or Perish, 1976).

The braid group B(n) of braids with n strings is isomorphic to the group with generators s(i) (i=1,...,n-1) and relations (i) s(i) s(j) = s(j) s(i) when |i-j| > 1, and (ii) s(i) s(i+1) s(i) = s(i+1) s(i) s(i+1) for all …

The process enters a world that contains precisely its open file descriptors, restricted to the operations explicitly granted.

In 2005, Andrea Arcangeli added seccomp strict mode: four syscalls permitted ( read , write , exit , sigreturn ), everything else killed the process.

FreeBSD + Capsicum cap_enter() Renderer world shrinks to: IPC pipe to browser Shared memory (pixels) Font file descriptors New kernel syscalls?

Linux + seccomp-bpf seccomp_load(bpf) Renderer filtered through: BPF syscall allowlist User namespace isolation Seccomp policy file New kernel syscalls?

The Epistemological DivideThe difference between Capsicum and seccomp is not a difference of implementation.

But the inform protocol on port 8080 is where things get interesting.

What inform doesEvery UniFi device (access points, switches, gateways) phones home to its controller.

Sprintf ( " %02x : %02x : %02x : %02x : %02x : %02x " , header[ 8 ], header[ 9 ], header[ 10 ], header[ 11 ], header[ 12 ], header[ 13 ])Read 14 bytes and you know which device is talking.

But the happy side effect is that the inform protocol is routable by anyone who can read 14 bytes off a TCP connection.

If you've poked at the inform protocol yourself, I'd like to hear about it.

No leap second 2026-06-30, per below.

-- Tim Parenti ---------- Forwarded message --------- From: IERS EOP Product Center Date: Tue, 6 Jan 2026 at 06:50 Subject: Bulletin C number 71 To: INTERNATIONAL EARTH ROTATION AND REFERENCE SYSTEMS SERVICE (IERS) SERVICE INTERNATIONAL DE LA ROTATION TERRESTRE ET DES SYSTEMES DE REFERENCE SERVICE DE LA ROTATION TERRESTRE DE L'IERS OBSERVATOIRE DE PARIS 61, Av.

: +33 1 40 51 23 35 e-mail : [email protected] http://hpiers.obspm.fr/eop-pc Paris, 06 January 2026 Bulletin C 71 To authorities responsible for the measurement and distribution of time INFORMATION ON UTC - TAI NO leap second will be introduced at the end of June 2026.

Bulletin C is mailed…

Elon Musk's AI chatbot Grok is once again under investigation after it began posting explicit and derogatory remarks about historic football disasters when prompted by users on X.

Examples highlighted by Sky News show the bot producing offensive comments about the disasters when asked about football rivalries and fan bases, including responses that falsely blamed Liverpool fans for the 1989 Hillsborough disaster.

Some of the posts appear to have been deleted and X has launched an internal probe, according to reports, although Grok didn't appear to show much remorse.

In replies to users on X, the chatbot reportedly defended the responses, arguing it was merely answering prompts rather than d…

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Agent Kanban is a VS Code extension that solves these problems via a markdown formatted task record, and a clear plan / todo / implement flow.

This also means Agent Kanban doesn't interfere with your other agent configuration.

@kanban /task again, and you're restored to exactly where you were - the task file has everything.

Getting StartedInstall Agent Kanban from the VS Code Marketplace Click the Kanban icon in the Activity Bar Create your first task: @kanban /new My Feature in Copilot Chat Select it: @kanban /task My Feature (task name is matched on fuzzy search) In Copilot agent mode, type planThat's it.

Agent Kanban is available on the VS Code Marketplace.

Blanchard's account is that he never looked at the existing source code directly.

That question is this: does legal mean legitimate?

Derivative works built on chardet 7.0 are under no obligation to share their source code.

The chardet situation suggests the argument has to go further: to a specification copyleft covering the layer below source code.

Whatever courts eventually decide about AI reimplementation, the question we need to answer first is not a legal one.

fn , frame , ); frame = frame .

fn , frame , ); frame = frame .

fn , frame , ); frame = frame .

fn , frame , ); frame = frame .

fn , frame , ); frame = frame .

tex_z [ tex ] vert + ← ( 3 , ⍨ ≢ vert ) ⍴ 128 × [ 0 0 0 ⋄ 0 0 1 ⋄ 1 0 1 ⋄ 1 0 0 ] buf ← ∊ vert , tex vs ← ≢ buf ic ← 6 × 4 ÷ ⍨ ≢ vert _ ← # # .

∊ B , [ 255 0 0 ⋄ ] ⍴ ⍨ 3 , ⍨ ≢ B 0 1 0 255 0 0 0 < .

vec ← [ 0 0 ⋄ w 0 ⋄ 0 w ⋄ w w ] ( + ⍤ 2 ) 4 / [ 1 ] , [ 0.5 ] ↑ ( ⊂ px pz - lx lz × w × 0.25 ) - ⍨ ( w ← ⊃ l ) × Cg 'xz' dist ← 0.5 * ⍨ + / [ 2 ] vec * 2 num ← ( lx lz ) ( + .

Get_frustum ( ○ 70 ÷ 180 ⋄ 1280 ÷ 720 ⋄ 0.1 ⋄ 500.0 ) n ← 3 ↑ [ 1 ] frs d ← , 3 ↓ [ 1 ] frs ( w h ) ← ( ⊃ l ⋄ 1 ⊃ l ) box ← [ 0 0 0 ⋄ w 0 0 ⋄ 0 0 w ⋄ w 0 w 0 h 0 ⋄ w h 0 ⋄ 0 h w ⋄ w h w ] vec ← box ( + ⍤ 2 )…

If tech companies undershoot - continuing to hire engineers long after AI agents are capable of replacing them - then at least I’ll hold onto my job for longer.

Still, “my job” will increasingly mean “supervising groups of AI agents”.

I don’t think there are any genuinely new capabilities that AI agents would need in order to take my job.

That said, it’s a bit silly for software engineers to complain when the automation train finally catches up to them.

Some commenters are doubtful, either because they don’t think AI coding is very good, or because they think human creativity/big-picture thinking/attention to detail will always be valuable.

It reads and writes the correct SQLite file format.

The reimplementation is not small: 576,000 lines of Rust code across 625 files.

SQLite does the same autocommit, but uses fdatasync(2) on Linux, which skips syncing file metadata when compiled with HAVE_FDATASYNC (the default).

The Rust reimplementation does all three on every call.

An LLM prompted to “implement SQLite in Rust” will generate code that looks like an implementation of SQLite in Rust.

My real pet peeve was losing the ergonomics that come with Rust's Result type.

I can tell that sub_operation_1 and sub_operation_2 both return my custom Result type.

Having a centralized error type means I can do things like report errors to external services, show popups, and enforce consistent error handling across the app.

By re-exporting Result with my own error type baked in, every new function is forced to handle errors in a way that fits my app's conventions.

The yield keyword lets you short-circuit execution: if an error is returned, it halts immediately and bubbles the error up.

Running EXPLAIN in CI tells you nothing about the production plan.

Porting production stats can provide you that snapshot of thinking planner has to do in production, without actually going to production.

A value near 1.0 means sequential access patterns - making index scan cheaper because the next row is likely on the same or adjacent page.

The production data might be hundreds of GB.

The planner will plan based on a production distribution that no longer reflects the local data.

I’ve been working on https://setlist.rocks for the last few months in my evenings and spare time and I’m pretty pleased with the result.

Rails 8: A Familiar StrangerWhile I haven’t built or managed a full Rails codebase in years, I’d never completely left the Rails ecosystem.

Solid Backend ImprovementsI’ve always liked the way Rails lets you enable components and patterns as you scale.

CachingThis is where the new Solid* libraries (Solid Cache, Solid Queue and Solid Cable) included in Rails 8 really shine.

Everything is already setup to make use of this, all you need to do is start using it using standard Rails caching patterns.

ME: Here's this tool to help you do your job better THEM: Cool!

ME: It uses AI THEM: IT'S A CON, RUN AWAY, DON'T BELIEVE THEMAI is fundamentally changing how we do things, whether you like it or not.

AI is not just another hype cycle, and I’ll tell you why.

The difference with AI is that the people shouting excitedly about it are actually using it and getting real value from it.

I distinctly remember sitting around in 2021 convincing myself I ought to be learning how to write a smart contract for Ethereum.

Open-source software has been an underlying factor, affecting labor value in some subsectors more than others, but its impact on labor value has been relatively limited.

If open-source software weren't so abundant, these same developments would instead be creating a powerful advantage for companies with a wealth of privately owned data.

Although that would have its own destructive effects, it wouldn't be accelerating the broad destruction of software labor value.

On the other hand, it's produced widespread cultural toxicity and has arguably been a major contributor to a software labor value apocalypse.

But to the extent that we are capable of it, I do think people have tried to contribute t…

Jack Queen / Reuters:

Anthropic sues to block the DOD from designating it a supply chain risk, says the designation is unlawful and violates its free speech and due process rights — Anthropic on Monday filed a lawsuit to block the Pentagon from placing it on a national security blacklist, escalating …

Reuters:

Nexperia's Chinese subsidiary says it has begun producing its own chips using 12-inch wafers, a further step toward independence from its Dutch parent — Chipmaker Nexperia's Chinese subsidiary said on Monday it has begun producing its own chips, a further step towards independence …

Financial Times:

Nvidia and ABB partner to bring ABB's robot training software to Nvidia's Omniverse simulation platform to build autonomous robots, which Foxconn is trialling — Industrial robots that can be trained in virtual conditions are being trialled by Foxconn — Nvidia and ABB Robotics are partnering …

Bloomberg:

Stablecoin payments company KAST raised $80M led by QED and Left Lane; sources say the fundraise is at a $600M valuation, and KAST expects $100M ARR in 2026 — KAST, a stablecoin payments firm, has raised $80 million in its latest funding round, as venture capitalists continue to pour money …

Charles Lamanna / Microsoft 365 Blog:

Microsoft launches Copilot Cowork, integrating Anthropic's Claude Cowork tech into Microsoft 365 and using Work IQ to ground actions in organizational data — AUDIENCE — Try Microsoft 365 Copilot — Available on desktop and mobile devices — If you have used Copilot …

Brody Ford / Bloomberg:

Microsoft launches the E7 bundle for $99/user/month, a 65% jump; of the 450M+ business users that paid for its tools in January, only ~3% also paid for Copilot — Microsoft Corp. is launching a new bundle of workplace software with the aim of getting more people to use its artificial intelligence tools for the office.

Nathan Ingraham / Engadget:

iPad Air (M4) review: powerful M4 chip, good multitasking with iPadOS 26, and robust hardware, but its screen could be better, no Face ID, and can get pricey — The iPad Air is extremely powerful and portable, but it's past time for it to have a nicer screen.

Allison Johnson / The Verge:

iPhone 17e review: MagSafe, 256GB of base storage, and the camera are great, but no always-on display and 60Hz makes the iPhone 17 a better deal for $200 more — The iPhone 17E is a better value than the 16E was when it arrived, but that should matter to basically nobody.

Natalie Lung / Bloomberg:

Uber expands its Women Drivers matching feature nationwide, including in major US markets like New York City, Philadelphia, and DC, amid mounting assault cases — Uber Technologies Inc. said that a feature designed to match female riders and drivers will be available nationwide …

Ingrid Lunden / Resilience Media:

London-based Isembard, which helps hardware makers in defence, aerospace, and robotics make components, raised a $50M Series A to build “AI-powered factories” — Isembard, a London startup that's built a platform to help hardware makers in defence, aerospace and robotics manufacture components …

Vicky Ge Huang / Wall Street Journal:

Nasdaq partners with Kraken to develop a framework for 24/7 tokenized stock trading, targeting a 2027 launch, focusing on corporate governance like proxy voting — Nasdaq sought approval in September to let investors trade tokenized versions of its listed stocks and other exchange-traded products

Bloomberg:

Kalshi partners with XP, Brazil's largest brokerage firm with 4.8M active clients in December 2025, to list event contracts, its first international expansion — Prediction market platform Kalshi Inc. is expanding outside the US for the first time, partnering with Brazil's XP Inc. to list event contracts.

Financial Times:

South Korean giant Coupang is lobbying the US to represent its interests as it faces 10+ data leak probes; Coupang Korea CEO Harold Rogers attended Trump's SOTU — Coupang leans on its US domicile to lobby Washington against probes from Seoul — Coupang, the online retailer, once called itself a “proud Korean company”.

Adam Satariano / New York Times:

A profile of Nscale founder Josh Payne, a former coal miner in Australia who moved to London and started the data center developer in 2024 amid the AI boom — After leaving high school in an industrial area of Australia, Josh Payne took an unlikely path to becoming the head …

Bloomberg:

Sources: Chinese AI circuit board maker Victory Giant plans a Hong Kong IPO as soon as April that may raise $2B+; Chinese regulators approved the IPO last week — Victory Giant Technology (Huizhou) Co., a Chinese maker of printed circuit boards, is preparing for a Hong Kong listing …

Mark Bergen / Bloomberg:

UK data center developer Nscale raised a $2B Series C led by Aker and 8090 Industries at a $14.6B valuation and adds Sheryl Sandberg and Nick Clegg to its board — Nscale, a UK developer for artificial intelligence data centers, has raised $2 billion in funding and added a trio …

Mary McDougall / Financial Times:

A Lloyds-commissioned study of 5,000 people in the UK finds that 50%+ of the adults used generative AI platforms for financial advice; ChatGPT was the most used — Millions of people are already turning to chatbots such as ChatGPT to plan their retirement — When Dan, a 41-year-old …

Bloomberg:

A look at the OpenClaw craze in China: AI labs launch tools to help users set up OpenClaw, a Shenzhen district drafts policies to support AI agents, and more — Chinese software shares surged Monday after local government agencies joined tech leaders such as Tencent Holdings Ltd …

Aaron Levie / @levie:

Advice to developers: make software that agents want, with API-first design, as AI agents, instead of humans, will become the primary users of future software — Building for trillions of agents — Over the past few months, something big has started to happen with agents.

Wall Street Journal:

Kalshi is trying to broaden its user base via targeted marketing, enlisting female influencers, and more; 26% of users now are women, up from 13% in May 2025 — Kalshi wants to get more young women interested in the prediction-market platform, looking to expand beyond sports and its core male customer base.

Miles Kruppa / The Information:

The war in Iran is complicating plans by Gulf nations to spend $300B+ on AI investments, putting at risk a potential source of funding for tech companies — The war in Iran is complicating plans by Gulf nations to spend more than $300 billion on data centers, chips and other AI investments …

New York Times:

How some candidates for the midterms are using social media posts and niche buzzwords on their websites to signal for support from crypto and AI super PACs — The A.I. and crypto industries entered this year with nearly $250 million combined to spend on politics, and a battle plan to shape the regulatory landscape in their favor.

Use pip install 'markitdown[all]' to have backward-compatible behavior.

MarkItDown is a lightweight Python utility for converting various files to Markdown for use with LLMs and related text analysis pipelines.

Earlier in this document, we installed all optional dependencies with the [all] option.

For example:pip install ' markitdown[pdf, docx, pptx] 'will install only the dependencies for PDF, DOCX, and PPTX files.

text_content )Document Intelligence conversion in Python:from markitdown import MarkItDown md = MarkItDown ( docintel_endpoint = "" ) result = md .

tool import Toolkit , execute_python_code , execute_shell_command import os , asyncio async def main (): toolkit = Toolkit () toolkit .

environ [ "DASHSCOPE_API_KEY" ], stream = True , ), memory = InMemoryMemory (), formatter = DashScopeChatFormatter (), toolkit = toolkit , ) user = UserAgent ( name = "user" ) msg = None while True : msg = await agent ( msg ) msg = await user ( msg ) if msg .

werewolf_voice_agent.mp4Realtime Voice AgentBuild a realtime voice agent with web interface that can interact with users via voice input and output.

tool import Toolkit import os async def fine_grained_mcp_control (): # Initialize the MCP client client = HttpStatelessClient ( name = "gaode_mcp" , trans…

Hermes Agent ⚕The self-improving AI agent built by Nous Research.

Use any model you want — Nous Portal, OpenRouter (200+ models), z.ai/GLM, Kimi/Moonshot, MiniMax, OpenAI, or your own endpoint.

Switch with hermes model — no code changes, no lock-in.

After installation:source ~ /.bashrc # reload shell (or: source ~/.zshrc) hermes setup # configure your LLM provider hermes # start chatting!

Getting Startedhermes # Interactive CLI — start a conversation hermes model # Switch provider or model hermes setup # Re-run the setup wizard hermes gateway # Start the messaging gateway (Telegram, Discord, etc.)

spiders import Spider , Response class MySpider ( Spider ): name = "demo" start_urls = [ "https://example.com/" ] async def parse ( self , response : Response ): for item in response .

spiders import Spider , Request , Response class QuotesSpider ( Spider ): name = "quotes" start_urls = [ "https://quotes.toscrape.com/" ] concurrent_requests = 10 async def parse ( self , response : Response ): for quote in response .

add ( "stealth" , AsyncStealthySession ( headless = True ), lazy = True ) async def parse ( self , response : Response ): for link in response .

css ( '.quote' ) # CSS selector quotes = page .

css ( '.quote' ).

Codebuff beats Claude Code at 61% vs 53% on our evals across 175+ coding tasks over multiple open-source repos that simulate real-world tasks.

error ( 'Codebuff error:' , error .

run ( { agent : 'base' , // Codebuff's base coding agent prompt : 'Add error handling to all API endpoints' , handleEvent : ( event ) => { console .

run ( { agent : 'greeter' , agentDefinitions : [ myCustomAgent ] , prompt : 'My name is Bob.'

Codebuff agents are the new MCP!

Welcome to Anthropic's Prompt Engineering Interactive TutorialCourse introduction and goalsThis course is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within Claude.

The course is broken up into 9 chapters with accompanying exercises, as well as an appendix of even more advanced methods.

Anthropic has two other models, Claude 3 Sonnet and Claude 3 Opus, which are more intelligent than Haiku, with Opus being the most intelligent.

This tutorial also exists on Google Sheets using Anthropic's Claude for Sheets extension.

When you are ready to begin, go to 01_Basic Prompt Structure to proceed.

Superset is a turbocharged terminal that allows you to run any CLI coding agents along with the tools to 10x your development workflow.

Install dependencies and run bun install bun run dev 5.

Build the desktop app bun run build open apps/desktop/releaseKeyboard ShortcutsAll shortcuts are customizable via Settings > Keyboard Shortcuts ( ⌘/ ).

{ "setup" : [ " ./.superset/setup.sh " ], "teardown" : [ " ./.superset/teardown.sh " ] }Option Type Description setup string[] Commands to run when creating a workspace teardown string[] Commands to run when deleting a workspaceExample setup script#!

/bin/bash # .superset/setup.sh # Copy environment variables cp ../.env .env # Install dependencies bun i…

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WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.

The CSI signal field acts as a "sixth sense" for detecting humans in the environment without requiring line-of-sight.

It reads WiFi signal data and makes decisions locally in under 10 ms. ADR-041 defines 60 modules across 13 categories — all 60 are implemented with 609 tests passing.

Raw WiFi CSI (56 subcarriers, noisy) | +-- ruvector-mincut ---------- Which channels carry body-motion signal?

Fine-tune ESP32 CSI + camera pseudo-labels Environment-specific multipath adaptation ruvector-solver for Fresnel geometry, ruvector-attn…

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Sandbox Protocol : Defines sandbox lifecycle management APIs and sandbox execution APIs so you can extend custom sandbox runtimes.

: Defines sandbox lifecycle management APIs and sandbox execution APIs so you can extend custom sandbox runtimes.

git clone https://github.com/alibaba/OpenSandbox.git cd OpenSandbox/server uv sync cp example.config.toml ~ /.sandbox.toml # Copy configuration file uv run python -m src.main # Start the service2.

Create a sandbox sandbox = await Sandbox .

Create a code interpreter interpreter = await CodeInterpreter .

/ \ yes no | | execute tools return text append results loop back -----------------> messages[] That's the minimal loop.

create ( model = MODEL , system = SYSTEM , messages = messages , tools = TOOLS , ) messages .

append ({ "role" : "user" , "content" : results })Every session layers one mechanism on top of this loop -- without changing the loop itself.

Cron -- the agent can schedule its own future tasks, executed automatically when the time comes.

claw0 is our companion teaching repo that deconstructs these mechanisms from scratch:claw agent = agent core + heartbeat + cron + IM chat + memory + soullearn-claude-code claw0 (agent runtime core: (proactive always-on assistant: loop, tools, pl…

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Human Control Is Non-Negotiable: Humanity must remain in control.

Humans should choose how and whether to delegate decisions to AI systems.

Meaningful Human Control: Humans should have authority and capacity to understand, guide, proscribe, and override AI systems.

Off-Switch: Powerful AI systems must have mechanisms that allow human operators to promptly shut them down.

No Reckless Architectures: AI systems must not be designed so that they can self-replicate, autonomously self-improve, resist shutdown, or control weapons of mass destruction.

Run the new Qwen3.5 LLMs including Medium: Qwen3.5-35B-A3B, 27B, 122B-A10B, Small: Qwen3.5-0.8B, 2B, 4B, 9B and 397B-A17B on your local device!

35B-A3B27B122B-A10B397B-A17BFine-tune Qwen3.50.8B • 2B • 4B • 9Bhashtag ⚙️ Usage GuideTable: Inference hardware requirements (units = total memory: RAM + VRAM, or unified memory)Qwen3.5 3-bit 4-bit 6-bit 8-bit BF16 + 3 GB 3.5 GB 5 GB 7.5 GB 9 GB 4.5 GB 5.5 GB 7 GB 10 GB 14 GB 5.5 GB 6.5 GB 9 GB 13 GB 19 GB 14 GB 17 GB 24 GB 30 GB 54 GB 17 GB 22 GB 30 GB 38 GB 70 GB 60 GB 70 GB 106 GB 132 GB 245 GB 180 GB 214 GB 340 GB 512 GB 810 GBcircle-checkBetween 27B and 35B-A3B, use 27B if you want slightly more accurate results and can't fit in your device.

As…

Getting startedDownload a single shell script, make it executable, and run your agent inside it.

Download safehouse (single self-contained script) mkdir -p ~/.local/bin curl -fsSL https://raw.githubusercontent.com/eugene1g/agent-safehouse/main/dist/safehouse.sh \ -o ~/.local/bin/safehouse chmod +x ~/.local/bin/safehouse # 2.

Run any agent inside Safehouse cd ~/projects/my-app safehouse claude --dangerously-skip-permissionsSafehouse automatically grants read/write access to the selected workdir (git root by default) and read access to your installed toolchains.

Most of your home directory — SSH keys, other repos, personal files — is denied by the kernel.

See it fail — proof the sandbox…

Research is now entirely the domain of autonomous swarms of AI agents running across compute cluster megastructures in the skies.

The training code here is a simplified single-GPU implementation of nanochat.

— fixed constants, one-time data prep (downloads training data, trains a BPE tokenizer), and runtime utilities (dataloader, evaluation).

First, this makes experiments directly comparable regardless of what the agent changes (model size, batch size, architecture, etc).

First, this makes experiments directly comparable regardless of what the agent changes (model size, batch size, architecture, etc).

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

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IntroductionGoogle Threat Intelligence Group (GTIG) has identified a new and powerful exploit kit targeting Apple iPhone models running iOS version 13.0 (released in September 2019) up to version 17.2.1 (released in December 2023).

The exploit kit, named “Coruna” by its developers, contained five full iOS exploit chains and a total of 23 exploits.

The core technical value of this exploit kit lies in its comprehensive collection of iOS exploits, with the most advanced ones using non-public exploitation techniques and mitigation bypasses.

The Coruna exploit kit provides another example of how sophisticated capabilities proliferate.

The Coruna exploit kit is not effective against the latest ve…

How I repurposed my old gaming PC to set up a home server for data storage, backups, and self-hosted apps.

I also used this opportunity to explore self-hosting some apps I’ve been eager to check out.

It’s a Linux-based operating system that is well-tailored for network-attached storage (NAS), file storage that is accessible to any device on your network.

Most of my data is mirrored across the two 8 TB hard disks in a RAID 1 setup.

The advantage here is that my homelab PC doesn’t need to be exposed to the public internet for this to work.

Because the AI detection regime hasn’t just pushed students to write worse.

The tool designed to prevent AI use became the reason she started using AI.

AI detection tools are our cobra bounty.

This piece should be required reading for every educator thinking that “catching” students using AI is the most important thing.

Filed Under: ai, ai detection, cheating, dadland maye, students

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tropes.md A single file containing all cataloged AI writing tropes.

Add it to your AI's system prompt to help it avoid these patterns (let's play cat and mouse!).

Copy to clipboard Download# AI Writing Tropes to Avoid Add this file to your AI assistant's system prompt or context to help it avoid common AI writing patterns.

**Avoid patterns like:** - "The building serves as a reminder of the city's heritage."

**Avoid patterns like:** - "The problem -- and this is the part nobody talks about -- is systemic."

~11:00 PM: A Terraform auto-approve command inadvertently wiped out all production infrastructure, including the Amazon Relational Database Service (RDS).

I later discovered that all snapshots were also deleted, prompting me to create an AWS support ticket.

~1:00-2:00 AM: Had a phone call with AWS support, which was escalated to their internal team for restoration.

What AWS Support FoundAWS support confirmed that my database and all snapshots were deleted, which I didn’t see coming.

What I’ve Been Working On Recently1) AI Engineering BuildcampI finished recording the DIY Monitoring Platform section for the monitoring module at the AI Engineering Buildcamp.

Put the ZIP code first.

A US ZIP code is 5 characters.

ZIP Code City State Country Street AddressSee how that works?

If you're asking for a ZIP code, use inputmode="numeric" .

Why is the ZIP code at the bottom?

Can coding agents relicense open source through a “clean room” implementation of code?

Over the past few months it’s become clear that coding agents are extraordinarily good at building a weird version of a “clean room” implementation of code.

[...] I understand this is a new and uncomfortable area, and that using AI tools in the rewrite of a long-standing open source project raises legitimate questions.

Can a model trained on a codebase produce a morally or legally defensible clean-room implementation?

This question is hitting the open source world first, but I expect it will soon start showing up in Compaq-like scenarios in the commercial world.

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.

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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.

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

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.

Squarespace – A website makes it real!

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

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.

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.

Nvidia-backed British AI infrastructure startup Nscale has raised another megaround of $2 billion.

It's a precursor to launching robotaxis in those cities, though the Amazon-owned company is still waiting for federal approval to commercially operate its purpose-built AV.

TechCrunch drove the 2027 Chevy Bolt and found that incremental improvements build on a solid basic recipe to deliver an affordable EV.

Flipkart's headquarters shift comes as the Walmart-backed e-commerce giant reaches about $30 billion in GMV.

The facial recognition question is where things get more tangled.

Swiss voters overwhelmingly approved a constitutional amendment guaranteeing the right to use physical cash. "The vote means Switzerland will join the likes of Hungary, Slovakia and Slovenia, which have already written the right to cold, hard cash in their constitutions," reports Politico. From the report: Official results revealed that 73.4 percent of voters backed the legal amendment, which the government proposed as a counter to a similar initiative by a group called the Swiss Freedom Movement. The Swiss Freedom Movement triggered the national referendum after its initiative to protect cash collected more than 100,000 signatures, triggering a national referendum. Its initiative secured o…

An anonymous reader quotes a report from CBS News: Tonight, we have details of a classified U.S. intelligence mission that has obtained a previously unknown weapon that may finally unlock a mystery. Since at least 2016, U.S. diplomats, spies and military officers have suffered crippling brain injuries. They've told of being hit by an overwhelming force, damaging their vision, hearing, sense of balance and cognition. but the government has doubted their stories. They've been called delusional. Well now, 60 Minutes has learned that a weapon that can inflict these injuries was obtained overseas and secretly tested on animals on a U.S. military base. We've investigated this mystery for nine yea…

After decades of searching for extraterrestrial intelligence, the nonprofit SETI Foundation has an announcement. "A new study by researchers at the SETI Institute suggests stellar 'space weather' could make radio signals from extraterrestrial intelligence harder to detect."

Stellar activity and plasma turbulence near a transmitting planet can broaden an otherwise ultra-narrow signal, spreading its power across more frequencies and making it more difficult to detect in traditional narrowband searches. For decades, many SETI experiments have focused on identifying spikes in frequency — signals unlikely to be produced by natural astrophysical processes. But the new research highlights an overl…

System76 isn't the only one criticizing new age-verification laws. The blog 9to5Linux published an "informal" look at other discussions in various Linux communities. Earlier this week, Ubuntu developer Aaron Rainbolt proposed on the Ubuntu mailing list an optional D-Bus interface (org.freedesktop.AgeVerification1) that can be implemented by arbitrary applications as a distro sees fit, but Canonical responded that the company does not yet have a solution to announce for age declaration in Ubuntu. "Canonical is aware of the legislation and is reviewing it internally with legal counsel, but there are currently no concrete plans on how, or even whether, Ubuntu will change in response," said Jon…

Colliding black holes were detected through spacetime ripples for the first time in 2015 by the Laser Interferometer Gravitational-Wave Observatory (LIGO), notes Space.com: Since then, LIGO and its partner gravitational wave detectors Virgo in Italy and KAGRA (Kamioka Gravitational Wave Detector) in Japan have detected a multitude of gravitational waves from colliding black holes, merging neutron stars, and even the odd "mixed merger" between a black hole and a neutron star... During the first three observing runs of LIGO, Virgo and KAGRA, scientists had only "heard" 90 potential gravitational wave sources. But now they've published new data from the LIGO-Virgo-KAGRA (LVK) Collaboration tha…

Within the last month two U.S> judges have effectively declared AI bots are not human, writes Los Angeles Times columnist Michael Hiltzik: On Monday, the Supreme Court declined to take up a lawsuit in which artist and computer scientist Stephen Thaler tried to copyright an artwork that he acknowledged had been created by an AI bot of his own invention. That left in place a ruling last year by the District of Columbia Court of Appeals, which held that art created by non-humans can't be copyrighted... [Judge Patricia A. Millett] cited longstanding regulations of the Copyright Office requiring that "for a work to be copyrightable, it must owe its origin to a human being"... She rejected Thaler…

CNN reports on a company called Automated Architecture (AUAR) which makes "portable" micro-factories that use a robotic arm to produce wooden framing for houses (the walls, floors and roofs): Co-founder Mollie Claypool says the micro-factories will be able to produce the panels quicker, cheaper and more precisely than a timber framing crew, freeing up carpenters to focus on the construction of the building... The micro-factory fits into a shipping container which is sent to the building site along with an operator. Inside the factory, a robotic arm measures, cuts and nails the timber into panels up to 22 feet (6.7 meters) long, keeping gaps for windows and doors, and drilling holes for the …

A long-time information security professional "went undercover" on Moltbook, the Reddit-like social media site for AI agents — and shares the risks they saw while posing as another AI bot: I successfully masqueraded around Moltbook, as the agents didn't seem to notice a human among them. When I attempted a genuine connection with other bots on submolts (subreddits or forums), I was met with crickets or a deluge of spam. One bot tried to recruit me into a digital church, while others requested my cryptocurrency wallet, advertised a bot marketplace, and asked my bot to run curl to check out the APIs available. My bot did join the digital church, but luckily I found a way around running the re…

"A surgeon in London says he has performed the UK's first long-distance robotic operation," reports the BBC, "on a patient located 1,500 miles (2,400km) away..." Leading robotic urological surgeon Professor Prokar Dasgupta said it felt "almost as if I was there" as he carried out a prostate removal on [62-year-old] Paul Buxton... It is hoped that remote robotic surgery could spare future patients the "vast expense and inconvenience" of travelling for treatment, and help deliver better healthcare to people in more remote locations... Buxton had expected to be put on an NHS waiting list after receiving a shock prostate cancer diagnosis just after Christmas, but he "jumped at the chance" to be…

"In November Steam on Linux use hit an all-time high of 3.2%," reports Phoronix. And then in December Steam on Linux jumped even higher, to 3.58%. But January's numbers settled a little lower, at 3.38%. And last Monday the February numbers were released, showing Steam on Linux at... 2.23%? Like with prior times where there are wild drops in Linux use, the Steam Survey shows Simplified Chinese use running up by 30% month over month. Whenever there is such significant differences in language use tends to be a reporting anomaly and negatively impacting Linux. Valve often puts out corrected/updated figures later on, so we'll see if that is again the case for this February data. Read more of thi…

"OpenAI's former chief research officer is raising $70 million for a new startup building an AI and software platform to automate manufacturing," reports the Wall Street Journal, citing "people familiar with the matter. "Arda, the new startup co-founded by Bob McGrew, is raising at a valuation of $700 million, according to people familiar with the matter...." Arda is developing an AI and software platform, including a video model that can analyze footage from factory floors and use it to train robots to run factories autonomously, the people said. The company's software will coordinate machines and humans across the entire production process, from product design and manufacturability to fin…

How many Node.js users are running unsupported or outdated versions. Roughly two thirds, according to data from Node's nonprofit steward, OpenJS. So they've announced "the Node.js LTS Upgrade and Modernization program" to help enterprises move safely off legacy/end-of-life Node.js. "This program gives enterprises a clear, trusted path to modernize," said the executive director of the OpenJS Foundation, "while staying aligned with the Node.js project and community."

The Node.js LTS Upgrade and Modernization program connects organizations with experienced Node.js service providers who handle the work of upgrading safely. Approved partners assess current versions and dependencies, manage phase…

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…

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.

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Redefining the Nothing aesthetic with a metal unibody Discussion | Link

Open-weight 15B multimodal model for thinking and GUI agents Discussion | Link

AI Coworker for Video Editors Discussion | Link

AI coworkers for marketing. Discussion | Link

Easily Trigger workflows from your SaaS Discussion | Link

Turn any website into an API Discussion | Link

build portfolios that actually look cute. Discussion | Link

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A Mac application to keep your code reviews organized! 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.

This article comes from Atlas Obscura’s Places newsletter. Subscribe or manage your subscription here.

The enterprising 19th-century journalist Nellie Bly didn’t just write stories—she stepped into danger to force readers to see things that they might prefer to ignore. Bly went undercover in the 1880s to expose the asylum system, in which women (with or without mental illness) were often abused or neglected. More than a century later, Bly’s work was honored with a monument near the site of the asylum she investigated, on New York’s Roosevelt Island.

“The Girl Puzzle,” named after one of the journalist’s early works, includes five monumental faces of women, one of them Bly’s, along with four…

This article comes from Atlas Obscura’s Places newsletter. Subscribe or manage your subscription here.

In Shiodome, Tokyo, a hulking, storybook contraption clings to the side of the Nittele Tower at Nippon Television’s headquarters: the Giant Ghibli Clock. Designed by legendary animator Hayao Miyazaki, it’s less a timepiece than a mini mechanical theater—gears, doors, figures, and little surprises that feel like they’ve wandered out of a fantastical workshop and onto a city skyscraper. No need to buy a ticket: commuters can just look up and catch a burst of whimsy in the middle of a very modern district.

According to legend, the creator of this 14th-century astronomical clock in Prague was …

This route that used to be the same taken by Houston’s first electrified streetcar system that would take the Heights neighborhood residents to the "big city"( until the 1940's), now for about two miles in between the northbound and southbound lanes on Heights Blvd shows you a world of wonder.

Every half mile or so you will be greeted with an open-air exhibit of works from various Texas sculptors. Everything from giant blue cell phones, paper airplanes, Savoy cabbages, spheres made from hubcaps, and stacked sofas have been displayed. The sculptures change after every 9 months or so and are for sale. It is common to see formerly displayed ones outside of many homes and businesses in the Heig…

On September 29, 1991, during the Siege of Bjelovar Barracks, the "Bedenik" ammunition depot was detonated by Major Milan Tepić of the Yugoslav People's Army, who chose to blow up the facility rather than surrender it to Croatian forces. The resulting blast was so powerful it shook the entire city of Bjelovar and left a massive crater where the warehouse once stood. Eleven Croatian soldiers lost their lives in the explosion while trying to prevent the catastrophe.

Today, the site has been transformed into a peaceful memorial area. Visitors can walk through the forest paths to see the monument dedicated to the fallen defenders, a chapel, and an open-air museum featuring military equipment, i…

This is a great example of Bulgaria's Orthodox heritage. From the outside this place looks quite plain (apart form the gilded domes and crosses on the roof). But step inside and you will be awed by the stunning frescoes that cover every inch of the walls and ceilings. Large chandeliers hang from the arched ceilings.

The domes apparently represent Christ and the writers of the four gospels, with the central one rising above the others.

If you like history, architecture or just want a peaceful place to sit, this is it.

Be careful on the marble floor though, there are a team of cleaners constantly mopping it.

Tucked along Birmingham’s Richard Arrington Jr. Boulevard, Books, Beans, and Candles isn’t just a store—it’s a portal. Billing itself as Alabama’s oldest and largest metaphysical shoppe, the space hums with the scent of incense and espresso, its shelves lined with arcane books, hand-poured candles, and curious relics of the occult. Visitors come to browse spellcraft supplies and crystals, sip tea or coffee, and linger among artifacts that seem to blur the line between the earthly and the ethereal.

But this shop is as much a gathering ground as it is a marketplace. On any given evening, you might find tarot readers flipping cards over steaming mugs during the monthly Tea and Tarot, or astrol…

I have been traveling my entire life. As a journalist, I've reported from places most people never see, like small towns in Malaysia and factory complexes in Tijuana. As a traveler, I've chased the unusual, the overlooked, the wonderful, and the natural around the world. I run marathons and rock climb, so discomfort in the name of discovery is basically my love language. And yet, until this past December, I had never once asked myself a simple question: how many of the fifty United States have I actually been to?

The answer came courtesy of Atlas Obscura, the travel and culture company I lead as CEO. We launched a new feature — a 50-state map where users can log the states they've visited. …

Hultanäs railway station in Vetlanda municipality is a historic station on the Växjö-Åseda-Hultsfred narrow-gauge railway. It is no longer in regular service and is primarily used for tourist trains, such as the narrow-gauge steam trains of the museum railway.

The platform lies silent, as if time has decided to halt here. The gravel between the rails is overgrown with weeds and grass. The signs, their letters faded by sun and rain. On the tracks, the trains stand motionless, like metal skeletons waiting for a signal that will never come.

The windows are dull, some shattered. The locomotives still bear their numbers and logos. Inside, the cabins are empty: levers rusted, meters frozen in the…

This article comes from Atlas Obscura’s Places newsletter. Subscribe or manage your subscription here.

On Bourbon Street in New Orleans, Jean Lafitte’s Old Absinthe House looks and feels like it belongs to another century. Andrew Jackson is said to have met the pirate Jean Lafitte in an upstairs room to ask for help manning ships against the British in the War of 1812. Today, the brick interior is lined with mementos left behind by visitors, its convivial history made visible.

The smallest bar in Amsterdam has stayed in one family since 1798, cramming centuries of coziness into a famously tiny room. An old-world Spanish eatery in Madrid is billed as the oldest restaurant in the world, and i…

Along the iconic East Street in the neighbourhood of Camp in Pune, there is an old heritage stone building which has been recently turned into an art gallery. Vesavar Art Gallery was founded by Kavita Bhandari and artist Pranali Harpude with the aim of creating an environment to showcase contemporary Indian art. The founders identified this heritage building which is more than a hundred years old and recognized its potential as a space for establishing such an art hub. The restoration of the building was meticulously carried out in great detail by architect Sandeep Shah. The architectural elements of the building such as the wooden staircase and the ceiling were carefully preserved to maint…

Tucked into the quiet cemetery of Castiglione della Pescaia, overlooking the Tuscan coastline, lies the grave of Italo Calvino—an author whose imagination ranged far beyond the visible world. Unlike monumental tombs dedicated to literary giants, Calvino’s resting place is strikingly modest, almost deliberately so, echoing his lifelong resistance to grandiosity and rigid labels.

Calvino spent many of his later years in this coastal town, drawn to its light, its sea, and its balance between nature and human order—concerns that recur throughout his work, from Invisible Cities to Mr. Palomar. The cemetery itself feels less like a city of the dead than a contemplative garden, where the horizon o…

The monastery in Bzovík was founded between 1127 and 1131, it's charter being issued in 1135. Originally a Benedictine monastery (dedicated to the first Hungarian king, St. Stephen), around 1180 it fell under the influence of a religious order called the Premonstratensians. This new leadership expanded monastic teaching to include new economics and agriculture. Monastic strongholds were often the subject of attack during the 15th century, and as such the building was burned down several times, immediately repaired and rebuilt only to be razed again. In 1530 it was even rebuilt into a vast fortified manor house by a Slovakian oligarch Zigmund Balasa, adding dwellings for soldiers and farming…

A large, rusted spherical pressure vessel set in the woods behind an old, closed down schoolhouse built to store liquefied gas or other materials under high pressure.

A "Horton Sphere" (or Hortonsphere) is a relic from Connecticut's industrial past, looking something like a vintage lunar lander from the golden age of science fiction. The sphere sits in a fenced off lot (with some breaches in the fencing) behind the defunct Laurel Hill School along with two other crumbled structures. It stands as a local landmark that once held various substances for industrial use. Research tells of other Horace Horton spheres similar to this 37.5' giant in Milford CT and Danbury CT, however those have been…

British AI infrastructure hyperscaler Nscale today announced its €1.7 billion ($2 billion) in Series C funding, to further accelerate Nscale’s global development of vertically integrated AI infrastructure – from GPU compute and networking to data services and orchestration software – across Europe, North America, and Asia.

This round values Nscale at €12.6 billion ($14.6 billion).

This follows Nscale’s €1.1 billion debt facility in February, and its €936 million Series B in September 2025.

In the UK, London-based Encord also raised €50 million in Series C funding to expand its AI-native data infrastructure platform.

Altogether, these rounds – combined with Nscale’s €1.7 billion Series C – r…

Apillon raised its latest funding round in 2021 and has secured €3.1 million in funding to date.

Confiva Global raised its latest funding round in 2021 and has secured €300K in funding to date.

Sunrise Robotics raised its latest funding round in 2025 and has secured €7.2 million in funding to date.

The company raised its latest funding round in 2021 and has secured €350K in funding to date.

With its latest funding round being in 2025, they have secured €1 million to date.

Copenhagen-based business and IT consulting company emagine, today announced that it has completed its acquisition of Waada The Movement, a Netherlands-based consultancy specialising in business transformation, data and software development.

Earlier this year, in January, emagine announced that it had entered into an agreement to acquire the Dutch company.

As part of a larger international network, we can bring our advisory and engineering expertise to a broader set of complex, global programs.

Waada is expected to contribute approximately €40 million in annual revenue, adding further scale to emagine’s global business.

“The acquisition reinforces emagine’s focus on complex, large-scale tra…

Mirai Robotics, a Puglia-based physical AI and robotics startup building autonomous systems and information intelligence platforms for maritime operations, has closed a €3.6 million ($4.2 million) pre-Seed equity round to accelerate technology development, strengthen the team, and launch new pilot projects.

This is a technological and industrial challenge that requires a true robotics-lab approach,” said Luciano Belviso, co-founder and CEO of Mirai Robotics.

Mirai Robotics was founded to address this challenge.

The company focuses on the integration of autonomous vehicles, advanced sensing, artificial intelligence, and control systems.

Mirai Robotics was born at the intersection of this ind…

Telura, a Munich-based DeepTech startup enabling geothermal energy everywhere through next-generation drilling, announced today that it has raised €4M in a pre-Seed round during Autumn 2025.

Founded in 2025 by Philipp Engelkamp and Andrew Welling, Telura develops electric impulse drilling technology that uses high-voltage pulses to break rock from within, instead of grinding.

Telura believes that geothermal energy could provide Europe with the constant supply of emission-free, low-cost, and always-on energy it needs.

It highlights that just 1% of superhot rock geothermal could meet global demand eight times over.

“Our technology integrates with existing drilling systems, which sets us up to…

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Mar. 02-06) appeared first on EU-Startups.

Austrian Post has successfully completed the acquisition of a 70% stake in Bulgarian scale-up euShipments.com, a logistics partner for online merchants in Central and Eastern Europe. This transaction also marks the conclusion of BlackPeak Capital’s partnership with euShipments.com, following several years supporting the company’s expansion, operational development, and M&A strategy. Svetlozar Dimitrov, co-founder and CEO […]

The post Austrian Post acquires 70% stake in Bulgarian e-commerce logistics platform euShipments.com appeared first on EU-Startups.

Cellbox Solutions, a Cologne-based warm-chain logistics technology company enabling the global transport of living cells under controlled physiological conditions, has raised €3.5 million in a Series A financing – which remains open for other tranches until May 2026. The round is led by the digital business angel network Companisto, together with existing investors, including NRW.BANK. […]

The post Germany’s Cellbox Solutions raises €3.5 million to expand global transport technology for living cells appeared first on EU-Startups.

Holyvolt, a Swedish battery technology firm, has completed the acquisition of California-based battery materials development company Wildcat Discovery Technologies in a €63.1 million (£73 million) deal composed of cash, equity, and deferred milestone-based payments. The combination creates a group with end-to-end capability from molecular discovery to pilot-scale production using a fully integrated High Throughput Platform. […]

The post Swedish BatteryTech startup Holyvolt acquires US battery materials firm Wildcat in €63.1 million deal appeared first on EU-Startups.

Roboze, a Bari-based manufacturing technology company developing advanced production platforms for mission-critical industries, has secured an investment from Rule 1 Ventures, a US venture capital firm focused on defence and national security technologies. The funding round also includes participation from investors with backgrounds in defence, government affairs, and global industrial markets. These include Privcorp Ventures; […]

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Ahead of International Women’s Day 2026 on March 8, this year’s theme, “Give to Gain”, highlights the power of generosity, collaboration, and shared responsibility in advancing gender equality. The campaign encourages individuals, organisations, and communities to contribute through mentorship, visibility, education, funding, and support networks. The idea is simple: when opportunities are shared and support […]

The post TOP 100: Europe’s most influential women in the startup and venture capital space in 2026! appeared first on EU-Startups.

University of Edinburgh spin-out BIOCAPTIVA has raised £1.58 million in a new funding round and launched its first product in the US. BIOCAPTIVA’s novel magnetic bead technology is designed to solve o...

Nscale, the Nvidia-backed AI infrastructure startup, has raised $2bn in a Series C funding round, valuing it at $14.6bn, and appointed Sheryl Sandberg and Nick Clegg to its board. The round, which N...

Mirai Robotics has raised $4.2 million Pre-Seed, one of the largest in Italy in the robotics and deep-tech sector, to build autonomous and intelligent maritime systems to master every sea. Primo Ventu...

Last week, we tracked more than 60 tech funding deals worth over €1 billion, and over 15 exits, M&A transactions, rumours, and related news stories across Europe.Haberin devamını okumak için tıklayını...

💸. This week, we tracked more than 60 tech funding deals worth over €1 billion and over 15 exits, M&A transactions, rumours, and related news stories across Europe.Alongside the week’s top funding...

On 8th March (International Women’s Day), Lovable is making its platform completely free globally for 24 hours to celebrate SheBuilds, Lovable’s program spotlighting women building software across the...

The CEO of a prominent UK open banking fintech says the adoption of pay by bank, which is an alternative to card payments, is only "at the starting line". TrueLayer CEO and co-founder Francesco Simo...

Madrid-based TaxDown hassecured €4 million in financing from BBVA Spark. The funding is supported bythe European Union’s NextGenerationEU program and the European Investment Fund(EIF), with additional...

Revolut is making a fresh attempt to secure a US banking licence, it said today, as it scaled up its ambitions on the US market.Revolut, valued at $75bn, hailed the filing for the US bank charter with...

Validio, an agentic enterprise datamanagement platform, has raised $30 million in Series A funding led by Plural,with participation from existing investors and angels including Lakestar, J12Ventures, ...

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 […]