Hollywood creatives are taking gig work to train AI models to replicate their skills in a bid to offset tightening earnings in a trend one compared to being “handed a shovel and asked to dig the grave of my profession”.

It comes amid a slump in jobs in the motion picture and sound recording industries, where AI is starting to take roles from actors, editors and special effects artists.

Netflix this month revealed it used AI in 300 of its 1,000 titles in 2026, and directors including Ron Howard are starting to embrace the technology.

She would train the AI to base the plan on documents including emails, a shooting script and other production materials.

Mercor, Micro1 and Handshake are three …

Its unofficial motto is language-oriented programming: if your problem needs its own language, Racket lets you build one in an afternoon.

On the first line of the definitions area, write:#lang racketThat line tells Racket which language you're using (remember: Racket is a language factory, so you have to pick one).

Definitions and functions#lang racket ( define pi-approx 3.14159 ) ( define ( circle-area r ) ( * pi-approx r r )) ( circle-area 2 ) ; => 12.56636define with a name creates a constant.

Anonymous functions use lambda (yes, that lambda Church's lambda calculus from the 1930s is the theoretical grandparent of all this):( lambda ( x ) ( * x x )) ; a function with no name (( lambda ( …

Today we’re excited to publish an updated roadmap for the Model Context Protocol (MCP), covering the next specification release and beyond.

Unifying on one transport lets us simplify MCP server and client development even further.

Agent identity and enterprise-ready security#MCP authorization today is built around a person approving access in a browser.

We want MCP servers to have a standardized way to recognize and trust those agent identities, built on existing standards rather than pasted API keys and long-lived tokens.

We’re excited to work with the community to review and build on the proposals that support this roadmap.

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Meta’s business can be boiled down to four words that begin with the letter H: hook, hold, harvest, hide, according to a lawyer who is prosecuting the world’s largest social media company.

Her accusation opened the blockbuster trial against the US tech company on Tuesday in Oakland, California, just north of Meta’s headquarters in Silicon Valley.

View image in fullscreen Lennon Torres of Heat Initiative holds a banner with the names of young people who died as a result of social media outside the Ronald V Dellums federal building on 18 August.

Photograph: Noah Berger/APEight jurors heard from O’Neill and attorneys for Meta this week, along with testimony from former employees and a psycholo…

We need a hard filter for people who want to use AI on a computer for the purpose of programming it.

Experience has shown that, things rarely work out in the long-term if you aim to have a successful career without a degree or by skirting coding interviews.

Neither the prestigious degree nor the good proficiency in algorithmic problem-solving guarantee a career success.

Before being able to afford a prestigious education and time to indulge in algorithmic problem-solving, I wrote software to survive.

Things did not start working out until I stopped being naive and hard-working and started cutting people off and taking what I deserve.

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WHAT EACH TEAM MEMBER GETSUnderstand your harnesses’ capabilities.

Munder Difflin doesn't give your team one shared bot.

It acts as a clone of the individual and controls their computer.

Download Chapter 9: Sensor Machine LearningYou already know how to build embedded systems.

Adding AI to an embedded device takes more than training a model.

Drawing on more than 30 years of embedded engineering experience, David Such takes you through the complete engineering process.

You’ll build:A wake-word detector that responds to your voiceA real-time AI noise suppressorAn AI-powered MIDI synthesizer that composes musicA battery monitor that collects its own training dataA person detector that runs a neural network on a camera boardWhether you’re an embedded developer adding AI to your products, a machine learning practitioner moving onto embedded hardware, or a maker ready to move bey…

TikTok to pay $400m to US in one of largest child privacy settlementsThe deal stems from a 2024 lawsuit alleging TikTok and its parent company ByteDance collected "vast amounts of data" on millions of users under the age of 13.

Gen Z turns to TikTokWhen looking for travel inspiration and ideas for things to do, travellers use a wide range of sources.

Among Gen Z travellers, TikTok is the leading source of travel inspiration, cited by 48%, ahead of recommendations from family and friends, at 43%.

37% of travellers say they feel the need to make their trips look exciting on their social media profiles, a figure that rises to 45% among Gen Z.

The constant presence of social media can also affect travel companionship.

For 18% of respondents, an obsession with photos and social media can be considered a red flag when choosing a travel companion.

GPT-5.6 Sol costs $4 per million input tokens and $20 per million output tokens, a 20% reduction in input pricing and a 33% reduction in output pricing.

GPT-5.6 Sol’s promotional pricing is available at least through November 21, 2026.

Prompts with >272K input tokens are priced at 2x input and 1.5x output for the full request.

Cache writes are billed at 1.25x the uncached input token rate.

Neu „Wie haben die Menschen das geschafft?“ – Tom Hanks über seine neue Doku-Serie zum Zweiten Weltkrieg

— Sarah M."Love the real-time updates and Treasury data transparency" — John D."Best US debt tracker I've found.

Clean design, accurate data."

— Mike R."great" — Anonymous"The daily trend chart is incredibly useful for tracking changes" — Lisa K."informative" — Anonymous"Simple, fast, and reliable.

— Emily W."tells the real story" — Anonymous"The section on REITs is great advice for cash flow.

Clean design, accurate data."

Optimizing for a class of workloadLet's try this out with FRE, the regex engine we built in the last post.

Recall that it was created by having an agent loop for a month on improving regex engine performance with access to the rebar regex benchmark suite.

There's no particular reason to use a "software factory" regex engine that doesn't beat a well-tested regex engine on holdout benchmarks, but one notable thing about FRE was that the native AOT compiled version did quite well at longer searches.

The optimizations run on a set of queries, and then there's a later holdout set of queries to run against.

WhereIn terms of how long ripgrep queries took, this is actually shorter than I expected.

To use the Mastodon web application, please enable JavaScript.

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I think that’s sad -- there’s a lot of great material on HN (and yes, even more not-so-great material).

(3) Access to good ramp space, that is, where to park and service the airplanes and sort the packages.

If you read HN, on any given week, there are at least as many good, substantial, comments as there are posts.

This is different from every other modern public news aggregator I can find out there, and I don’t really know what the ingredients are that make HN successful.

That sometimes prematurely buries stories with good discussion, but much more often, it buries stories that draw pointless flamewars.

Jefferson may have encountered Smith’s ideas before 1776, but there is no evidence that “The Wealth of Nations” shaped the Declaration.

That missing half of the founding tradition becomes impossible to ignore when Mr. Atkins turns to cryptocurrency.

Mr. Atkins’s crypto agenda is difficult to reconcile with his tribute to Adam Smith, because Smith did not regard money and banking as a realm beyond public law.

If Mr. Atkins is looking for a lesson about socialism, he might begin with the history of the agency he leads.

Mr. Atkins wants the founders to bless a world in which public power retreats and private financial power is presumed innocent.

Look at what you know about how I actually work, including past conversations, saved memory, projects, teammates, clients, shared documents, and handoffs.

If you have evidence of team or collaborator work, make one reason about how a shared brain could keep everyone and their agents working from the same current knowledge.

If I say yes: 1.

Guide me one step at a time to add OzBrain as a custom MCP connector in the agent or app I am using.

Recommend which identified item to add first and whether it belongs in my personal brain or a new shared brain.

ShareThe Pentagon on Friday fired the editor-in-chief of Stars and Stripes and a top reporter for insubordination after they spoke publicly against any interference by the Defense Department in the military news outlet that has a long history of editorial independence.

Slavin said he was being fired “for stating in a CBS interview that hypothetical censorship of news for service members would constitute a red line.” Korte participated in the same interview.

“I stand by the principle that Stars and Stripes must remain editorially independent, as required by law and by the department’s own policies,” Slavin said.

It was unclear whether Urban, currently titled “military deputy to the publisher…

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And the app was already pointing me at an easier road: find a real user and go after their password.

Nothing throttled the repeated tries, and a working password eventually turned up, so the panel login went through.

Everything after this rests on a real session I caught in Burp.

I needed to know the command actually reached a real scooter.

ConclusionThe road to unlocking a scooter remotely didn't start with fancy reverse engineering or some rare crypto flaw.

We're replacing that with an AI-native platform that makes aerospace, electronics, industrial, and defense supply-chain operations nearly autonomous.

Weekdays are onsite (Wisconsin, New York, Miami, Los Angeles); weekends we regroup at the SF HQ to debrief and keep building.

Keep finding and killing their most pressing problems, leading org-wide scaling, until SalesPatriot is the operating system their business runs on.

Personable: clients trust you, like you, and look forward to your updates.

The ProcessCall with engineer → 1hr technical test → Call with founder → fly out to SF HQ (on us) → offer.

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The new RISC-V chip features an MMU (Memory Management Unit), which makes Linux much easier to handle, and the development boards also come with 16MB PSRAM, so a minimal Linux image is possible.

I don’t own a board, so I’ll just try to build the Linux image.

Nevertheless, we now have our Linux image ready to be flashed to the board.

3.1 Creating ESP32 - S31 image .

Successfully created ESP32 - S31 image .

However, there’s one thing that I do think is solid advice: you should never be angry at work.

I certainly used to get angry — in fact, I wrote about the angriest I’ve ever been at work here.

When these people are angry at work, people will not work around them, because they are the ones deciding what gets worked on.

If you then take that level of emotion into your normal everyday work, you’re almost certainly overshooting.

A cynical person might say here that I’ve stopped caring about my work, so of course I don’t get angry anymore.

But by generating that comment, the robot tricks every future reader (both human and robot) into believing in a property of the system that does not exist.

Since I knew, in this case, that the comment was generated by a robot and that the property it contained was hallucinated, I could fix the comment.

How do detect differences in language The most interesting bit is probably not the classifier itself, but what it looks at to distinguish robot-generated comments from human ones.

A naïve guess, for example, would be that em dashes ( — ) signify a comment was generated by a robot.

but they haven’t caught up, so comments ending in full stops are evidence that a robot generated the comment.

Tracing my way around a failed email redirection.

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This narrative has been going on for awhile in the observability space, a vague sense of "something is wrong in Otel-land".

How does OpenTelemetry WorkSo OpenTelemetry currently is attempting to support a dizzying number of languages and frameworks.

To keep things sane, the project splits work into two buckets:Core → Maintained directly by the OTel project.

Process of adding a new featureSo I believe I have captured the workflow of adding a new feature to OTel.

Let's compare that to one of the OpenTelemetry languages.

You need a command line interface on prod that a user interface on your Macbook can drive.

I use a similar process to build TUI apps (tell your agent to use tmux to test the TUI, it works a treat).

You can reasonably default to building native user interfaces for things, and those interfaces will be kind of good.

It’s one thing to just not care about user interface, or maybe even to abhor good user interface in favor of weird 1970s aesthetics.

If you haven’t tried your hand at turning one of your 500 throwaway CLIs into a native app, you’re doing yourself a disservice.

Compile-Time Improvements in LLVM 23 2026-08-21LLVM 23 has seen substantial compile-time improvements of -6.75% (sqlite3: -10.53%) in -O3 builds.

Compile-time numbers were a bit mixed due to inlining heuristics; the smaller allocation functions shifted inlining boundaries resulting in different "even-odd" inlining.

Block NumbersSeveral hash maps mapping with basic block keys were removed, continuing work I started in 2024 by introducing block numbers.

There are five PCHs now (LLVM Support (-14.73%), LLVM Core (-12.70%), LLVM CodeGen (-6.33%) (more beneficial in all-target builds), clangAST (-13.85%), and some time later clangCodeGen (-8.12%)).

Most of the compile-time improvements in LLVM 2…

It's better" ) fn old_way (x: String ) -> String { x } fn new_way (x: nice) -> nice { x }Simple and immensely effective.

Well, in Gleam, todo is a base construct.

But in Gleam:fn Mistakes (val: woah) -> woah { val }Gleam handles the generic type as part of functional type annotation.

(maybe) when is_integer (maybe), do: falseWhich translate to something in Go like the following:func zero (maybe int ) bool { switch maybe { case 0 : return true default : return false } }I personally really like Elixir's magic.

In Gleam, the language takes the approach of being meticulous on doing things one simple way.

Emacs Arbitrary Code Execution Returns Quick update about an Emacs security issueCreated on , last updatedIt’s been over a year and a half since I last wrote here about an arbitrary code execution vulnerability in Emacs.

The vulnerability abuses Emacs Lisp symbol shorthands, a feature added in Emacs 28.1.

It allows a specially-crafted file to trigger arbitrary attacker-controlled Emacs Lisp code execution as soon as you open the file—even before the file’s malicious contents are displayed.

This vulnerability affects all Emacs versions from 28.1 onward, including 31.0.91, which is the latest pretest version of Emacs 31 as of this writing.

If you package (or just use) an affected Emacs versio…

Zeyi Yang / Wired:

Cheap energy, abundant land, and proximity to Beijing have made Ulanqab, Inner Mongolia, a data center hub, with ~100 data centers built or under construction — Cheap energy, abundant land, and proximity to Beijing have turned a city in Inner Mongolia into a crucial hub for data centers.

Financial Times:

Inside the World Robot Conference in Beijing, drawing over 300 exhibitors; Unitree founder Wang Xingxing said the industry's “ChatGPT moment” has yet to come — Beijing policymakers have made robotics a ‘strategic priority’ — At the World Robot Conference in Beijing this week …

SemiAnalysis:

With each successive era of AI, from early scaling, to reasoning, to agentic, open models have taken half as long to catch up to the first closed model — Comparing open vs. closed models across the eras of frontier models, Is the gap narrowing? — ∙ Paid

Mike Wheatley / SiliconANGLE:

Rundoo, a provider of AI-powered business operations software for independent supply stores, raised a $30M Series B led by Battery Ventures — Rundoo Inc., the creator of an artificial intelligence-native system-of-record for independent supply stores, said today it has closed …

Hayden Field / The Verge:

OpenAI President Greg Brockman's role has expanded significantly, giving him control over its product and scaling teams following a wave of executive departures — OpenAI has had a hell of a year. The company spent months battling former cofounder Elon Musk in a sensational jury trial …

Sui-Lee Wee / New York Times:

Following abandoned IPO attempts in NYC and London, Shein is struggling to grow as it nears a Hong Kong listing at a fraction of its peak valuation of $100B — Facing pressure in the United States and Europe, Shein is struggling to find new ways to grow ahead of its much-delayed initial public offering.

Wall Street Journal:

How politicians who once championed data centers, including Greg Abbott and Josh Shapiro, are now slowing their development as the issue becomes a liability — State governors, including Greg Abbott and Josh Shapiro, slowing development of the facilities as anger over AI spreads

New York Times:

Sources: Anthropic's bankers said the company could raise $100B+ in its IPO, which could value it at $2T, in recent discussions with potential investors — The offering could value the five-year-old A.I. start-up at $2 trillion, its bankers have told potential investors, which would exceed Elon Musk's SpaceX.

Sebastian Herrera / Fortune:

Amazon raises prices for its Echo smart speakers, Fire TV line, Kindle devices, and eero mesh networking systems to offset increases in memory and storage costs — Amazon has raised prices for several of its first-party devices, including its Echo smart speakers and Fire TV line …

Madison McLauchlan / BetaKit:

Helcim, a payments processor for SMBs, raised a CA$53M Series C led by Business Development Bank of Canada's Growth Venture Fund at a CA$250M valuation — Calgary company reaches $250-million valuation, hopes to grow after Moneris sells to US private equity.

Chase DiFeliciantonio / Politico:

OpenAI says California should amend SB 53 to expand safeguards, including requiring monitoring of frontier models under training, following AI agent hacks — SAN FRANCISCO — OpenAI urged its home state of California on Friday to “strengthen” its landmark AI law following recent autonomous hacks …

Chance Miller / 9to5Mac:

Gurman: as part of Vision Pro cuts, Apple is largely shutting down a team focused on gaming and reducing the size of a unit producing immersive video content — Apple is cutting jobs across multiple teams, according to a new Bloomberg report. All told, the company has cut …

Rashika Singh / Reuters:

Nvidia makes a minority investment in Cloverleaf, which works with utilities and energy providers to secure infrastructure for data center sites — Nvidia (NVDA.O) has made a minority investment in privately held Cloverleaf Infrastructure to develop infrastructure to power AI data center projects across …

Anzar Mehraj / Reuters:

OpenAI cuts GPT-5.6 Sol's API and credit prices by over 20% for the next three months, to $4/1M input tokens and $20/1M output tokens — OpenAI said on Friday it is cutting the prices of its frontier GPT-5.6 Sol model for developers by more than 20% for the next three months …

Katie Roof / Business Insider:

Sources: Devoted Health, which uses AI to help coordinate medical care for those enrolled in Medicare Advantage, is raising new funding at a $25B valuation — Devoted Health is the latest startup to show that combining health and AI commands a premium valuation.

Terry Chen / NVIDIA Technical Blog:

Nvidia says its general-purpose coding agent system AVO scored 100% across all 25 environments in the ARC-AGI-3 public set, completing all 183 levels — The research project elevates Claude Opus 5 from a 30% model baseline to 100% as part of the complete AVO agent system, showing that system design …

Dina Bass / Bloomberg:

Anthropic hires Amir Salek, who ran Google's TPU business until 2022, to join its compute team as part of a push to develop its own chips — Anthropic PBC has hired Amir Salek, a founder of the custom chip program at Alphabet Inc.'s Google, as the AI lab lays the groundwork for a push into making its own semiconductors.

Omarchy News:

DHH launches Omacom Foundation, a non-profit supporting his Omarchy Linux distro, with $8M in funding from Michael Dell, Jack Dorsey, Patrick Collison, others — It's time to dream big. Omarchy Quattro has given people a chance to experience what the malleable computer of the future looks like, and they like it (a lot!).

Laura Bratton / The Information:

Source: OpenAI's VP of sales in the Americas, Kaylin Voss, resigned a week after Denise Dresser left, prompting others on the sales team to consider resigning — Kaylin Voss, OpenAI's vice president of sales in the Americas, has resigned a week after her former boss, Denise Dresser …

Ashley Gold / Axios:

The US DOJ and TikTok reach a $400M settlement to resolve allegations TikTok violated COPPA; the DOJ filed the lawsuit in 2024 — The Justice Department and TikTok, along with parent company ByteDance, have reached a $400 million settlement to resolve allegations of violating children's online privacy laws …

Mark Gurman / Bloomberg:

Sources: Apple is cutting 200+ jobs, including ~100 positions from the Vision Pro unit and another 100 from the Siri team, as it focuses on new devices and AI — Apple Inc. is cutting jobs across teams responsible for the Siri digital assistant and the Vision Pro headset …

Claude:

Anthropic says Mythos 5 is now in public beta in Claude Security for Enterprise users, and it is working with providers to embed Mythos 5 in defensive tools — No items found. — Reading time — min — https://claude.com/blog/bringing- claude-mythos-5-to-more-defenders

Bailey Lipschultz / Bloomberg:

Sources: London-based AI infrastructure startup Nscale is seeking to raise as much as $3B in its US IPO, which could take place as soon as September — Nscale is seeking to raise as much as $3 billion in its US IPO, according to people familiar with the matter, joining a rush …

Sean O'Kane / TechCrunch:

Sources: US Department of Energy is investigating whether Chinese lidar sensors might pose a security risk if they become widely used on vehicles in the US — A Department of Energy lab is investigating whether Chinese lidar sensors might pose a security risk if they become widely used …

Sarah Perez / TechCrunch:

Walmart, which has long resisted contactless Tap to Pay payments, says it will soon start rolling out the tech, which supports Apple Pay, Google Pay, and more — Apparently, hell has frozen over. Walmart on Friday said it will finally accept payments via both Apple Pay and Google Pay at its stores, including Walmart and Sam's Club.

Jamie John / Financial Times:

Filings: Apple paid Ireland $17B in taxes last year, after an EU court ordered it to pay €13B in back taxes; Apple paid $43B in corporate income taxes globally — New filings highlight iPhone maker's global tax liabilities — Apple paid Ireland $17bn in taxes last year …

Financial Times:

Uber is set to be fined €825M by the Dutch data watchdog over its use of automated systems to deactivate driver accounts, in the second largest fine under GDPR — Regulator says ride-hailing group deactivated driver accounts through automated systems without adequately informing them

Cursor pluginsOfficial Cursor plugins for popular developer tools, frameworks, and SaaS products.

Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest.

PluginsRepository structureThis is a multi-plugin marketplace repository.

The root .cursor-plugin/marketplace.json lists all plugins, and each plugin has its own manifest:plugins/ ├── .cursor-plugin/ │ └── marketplace.json # Marketplace manifest (lists all plugins) ├── plugin-name/ │ ├── .cursor-plugin/ │ │ └── plugin.json # Per-plugin manifest │ ├── skills/ # Agent skills (SKILL.md with frontmatter) │ ├── rules/ # Cursor rules (.mdc files) │ ├── mcp.json # MCP server definitions │ ├──…

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ai-memory run claude , then ai-memory run codex --yolo , then ai-memory run command-code , transparently resumes one logical workstream with native per-harness sessions, a portable visible-event ledger, and full-ledger search.

Kiro defaults to v2; ai-memory run kiro --v3 selects v3, while a returning linked v3 workstream selects its engine transparently.

Re-run with # `--agent codex`, `--agent command-code`, `--agent devin`, `--agent opencode`, `--agent gemini-cli`, # `--agent grok`, `--agent kimi-code`, `--agent kiro-cli`, `--agent omp`, # `--agent oh-my-pi`, `--client cursor`, # `--client gemini-cli`, `--client grok`, `--client kiro-cli`, etc.

The Docker wrapper protects .ps1 fallback com…

OpenLogi⚡️ A native, local-first alternative to Logitech Options+, written in Rust 🦀Unlock the full capabilities of Logitech mice, keyboards, and webcams over HID++ and UVCFed up with Options+?

follows = "nixpkgs" ; } ; outputs = { nixpkgs , openlogi , ... } : { nixosConfigurations .

enable = true ; } ] ; } ; } ; }All Linux packages install udev rules that grant your user access to /dev/hidraw* , /dev/uinput and your Logitech mouse's /dev/input/event* node without sudo .

Windows support has been validated end-to-end on Windows 11 with real hardware (a wired keyboard and a Unifying-receiver mouse), including install, in-place upgrade, and uninstall of the MSI.

"Logitech", "MX Master", and "O…

Modular PlatformThis repo hosts open-source components of the Modular Platform, a unified platform for AI development and deployment, including the MAX Framework🧑‍🚀 and the Mojo Language🔥.

Get startedTo get started with the Modular Platform and serve a model using the MAX framework, see the MAX quickstart guide.

About the repoWe're constantly open-sourcing more of the Modular Platform and you can find all of it in here.

The main components include:Mojo compiler: /KGENMojo standard library: /mojo/stdlibMAX accelerator library: /max/kernelsMAX inference server: /max/python/max/serve (OpenAI-compatible endpoint)MAX model pipelines: /max/python/max/pipelines (Python-based graphs)Code examples: …

FreebuffEnglish | 简体中文Five free AI products for coding, building, and research.

Freebuff brings specialized agents and a choice of leading models to your terminal, desktop, browser, and GitHub repositories.

Text ads support access to the included models.

Choose your FreebuffQuick startRun Freebuff in any project from your terminal:npm install -g freebuff cd ~ /my-project freebuffThen describe what you want.

Depending on the task, agents gather context, plan, edit or research, run tools, and review the result.

The Welcome screen guides you through three steps - model directory, server start, and first model download.

CLI# Managed background server (macOS app or Homebrew install) omlx start omlx stop omlx restart # Foreground server attached to this terminal omlx serve --model-dir ~ /modelsThe server discovers LLMs, VLMs, embedding models, and rerankers from subdirectories automatically.

Homebrew ServiceIf you installed via Homebrew, you can run oMLX as a managed background service:omlx start # Start via brew services omlx stop # Stop omlx restart # Restart brew services start omlx # Start (auto-restarts on crash) brew services stop omlx # Stop brew services restart omlx # Restart brew services in…

或者An error occurred while synchronizing the model Systran/faster-whisper-large-v3 from the Hugging Face Hub: An error happened while trying to locate the files on the Hub and we cannot find the appropriate snapshot folder for the specified revision on the local disk.

Please check your internet connection and try again.

Trying to load the model directly from the local cache, if it exists.

What is OpenVikingOpenViking is an open-source context database for AI agents.

viking:// ├── resources/ # Resources: project docs, repos, web pages, etc.

Agent experience (tau2-bench): experience memory lifts task success by +6.87pp (retail) and +11.87pp (airline) over the same LLM without memory.

: detects OpenViking CLI, Claude Code, Codex, Cursor, Trae, and OpenCode, then configures supported plugin, MCP, Hook, and CLI integrations.

Local memory and skill management: views local memory / rule files and SKILL.md skills, then syncs them to OpenViking.

Run Code in a Sandboxuse microsandbox :: Sandbox ; # [ tokio :: main ] async fn main ( ) -> Result < ( ) , Box < dyn std :: error :: Error > > { let sandbox = Sandbox :: builder ( "my-sandbox" ) .

image ( "python" ) .

run ( main ()) Ruby Example → require "microsandbox" sandbox = Microsandbox :: Sandbox .

image ( "python" ) .

Fatal ( err ) } sandbox , err := microsandbox .

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

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Follow the step-by-step benchmarking guide → Previously: llmfit 1.0 — the release where the numbers became verifiable →Hundreds of models & providers.

One command to find what runs on your hardware.

Detects your hardware, scores each model across quality, speed, fit, and context dimensions, and tells you which ones will actually run well on your machine.

Most CI check failures are caused by unformatted code:cargo fmtGuides for adding models — locally (no rebuild) or to the built-in catalog: Custom models.

It takes a more hands-on approach by actually running models on your hardware via Ollama, rather than estimating from specs.

Note: This repository contains Anthropic's implementation of skills for Claude.

For more information, check out:About This RepositoryThis repository contains skills that demonstrate what's possible with Claude's skills system.

To use any skill from this repository or upload custom skills, follow the instructions in Using skills in Claude.

Claude APIYou can use Anthropic's pre-built skills, and upload custom skills, via the Claude API.

As we see awesome example skills from partners, we may highlight some of them here:

Turn any photo into a 3D model using open source AI models running entirely on your GPU.

Modly is a desktop application for Windows, Linux, and Apple Silicon macOS.

Created by Lightning PixelDownloadHead to the Releases page to download the latest installer for Windows, Linux, or Apple Silicon macOS.

Go to the "Generate" tab, make sure the workflow is selected, then click on "Generate 3D Model".

The CLI is a thin helper over Modly's canonical automation concepts and keeps final machine-readable JSON on stdout:python tools/modly-cli/agent.py health python tools/modly-cli/agent.py model list python tools/modly-cli/agent.py workflow-run status < run_id > python tools/modly-cli/agent.py generat…

He is positioned in the center of the frame, looking intently directly at the camera, his eyes focused on camera.

The man then continues to speak, his voice maintaining the same quality, as he states, 'So good.

This uses the distilled model and pipeline for fast results.

Full Model ListLTX-2.5 is the recommended model, and what the Quick Start uses.

Files are not interchangeable between the two models, and a LoRA only works with the model it was trained on.

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OpenLogi⚡️ A native, local-first alternative to Logitech Options+, written in Rust 🦀Unlock the full capabilities of Logitech mice, keyboards, and webcams over HID++ and UVCFed up with Options+?

follows = "nixpkgs" ; } ; outputs = { nixpkgs , openlogi , ... } : { nixosConfigurations .

enable = true ; } ] ; } ; } ; }All Linux packages install udev rules that grant your user access to /dev/hidraw* , /dev/uinput and your Logitech mouse's /dev/input/event* node without sudo .

Windows support has been validated end-to-end on Windows 11 with real hardware (a wired keyboard and a Unifying-receiver mouse), including install, in-place upgrade, and uninstall of the MSI.

"Logitech", "MX Master", and "O…

19 Aug, 2026Also here's a cool unrelated photo of a chipmunkLook at this little guy.

I never met Aaron but I get mad on his behalf so often and I don't know what to do with it other than get more radicalized.

Maybe that's for the best.

Anyway, here's your end-of-post cat photo.

Her name is Lilith and she's wondering why we don't do something about all these tech billionares.

Another 9% are more excited than concerned and 37% say they’re equally excited and concerned, according to a Pew Research Center survey conducted June 22-28, 2026.

In our new survey, 71% of adults think AI will lead to fewer jobs in the United States over the next two decades, up from 64% in 2024.

Few (5%) say AI will lead to more jobs.

For example, 73% of adults under 30 now say AI will lead to fewer jobs, up from 61% two years ago.

Adults under 30 are most likely to think AI will be bad for society – and for them.

Introducing Dashboard Touch, a build-your-own version of Touch ID 20 Aug 2026 2026-08-20 2026-08-20 /images/dashboard-touch-thumbnail.jpg apple, software, hardware apple software hardware 2026 For years, I’ve wanted to have a standalone version of Apple’s Touch ID authentication feature for my Mac, but without having to use an Apple keyboard.

(I... 10For years, I’ve wanted to have a standalone version of Apple’s Touch ID authentication feature for my Mac, but without having to use an Apple keyboard.

I’d gone down various dead ends of trying to find substitutes, and even checked out the efforts where people had ripped apart expensive Apple keyboards just to scavenge the Touch ID sensors out …

AI AI AIRecently I've been catching myself having these little moments at work, when I'm trying to read a document someone has sent me and my brain somehow refuses to analyze it.

It feels like I'm reading it, but I'm unable to focus on its content.

It's rather concerning, because I've spent the last year trying to re-learn how to focus and these situations show the exact opposite.

While most research claims that humans don't really do a good job there, I disagree.

My brain learned to quickly spot signs of AI-generated content, at least the content generated with low effort, and it now ignores it and moves on without thinking much about it.

Open source·AGPL-3.0BookOrbitYour reading space.

A self-hosted home for your ebooks, audiobooks, comics, and PDFs.

Your files stay on your hardware, and every device stays in sync.

Welcome to HTMLcat: small, native web tricks worth remembering.

Each post-it pairs one useful platform feature with a small example and the caveat that matters.

How an expired nameserver let me take over e164.arpa zones for multiple territories, and why I probably should have checked my logs sooner.

This one is a little different though, it's about how I took over phone-network infrastructure domains ( e164.arpa ) of entire territories, and accidentally logged hundreds of thousands of phone calls to military bases.

Germany is actually one of the last countries that still technically allows registering an e164.arpa domain, although I was the first person since 2019 to register one.

Q also asked if I had any data on how much traffic these zones actually got, which I didn't know.

So I had accidentally logged hundreds of thousands of phone numbers and …

WakeA native macOS app that gathers every coding-agent session on your machine into one place — browse, full-text search, and resume any conversation in seconds.

Built with Rust + GPUI (gpui 0.2 + gpui-component 0.5).

Via = whether Wake shows where the session was started from (CLI, IDE extension, desktop app) — only Codex records this in its local data.

The test suite parses synthetic fixture sessions only — your real agent data is never touched.

Brand icons are from lobe-icons (MIT); agent names and logos belong to their respective owners.

Engineering graphics for professionals

A short answer from a human will always be worth more than one from a robot, even if the robot is right.

It might not look like it, but the person on the other side has the same tools you do.

If they wanted the generic answer, they'd have it in a couple of seconds.

The world is full of people who don't want to read or think things through.

Don't be one of them.

During the 25 years Gerardo Pachuca has spent investigating thieves who steal cargo from semitrucks, he says he’s never seen behavior this brazen.

The consultant and former Los Angeles sheriff’s detective claims that two times in recent months, robbers stole pricey hardware destined for AI data centers using a confrontational new tactic.

The incidents involved two different shipments of high-value technology traveling from Silicon Valley to Southern California, according to Pachuca, who says he learned about the thefts from law enforcement authorities.

They were never heard from again, Pachua says, and millions of dollars in data center gear remains unaccounted for.

WIRED attempted to indep…

Of everything I tried this year to get better at the deskbound parts of my job, the LLM wiki has easily been the most useful.

Finally, last year I mentioned testing an app called Recall that (anticipating the LLM wiki!)

What I stopped doingThe two things I stopped doing over the past year are related to each other — and to the LLM wiki.

For the LLM wiki, though, I just asked Claude Fable 5 to write me a prompt that would get me a “Karpathy-style LLM wiki.” I pasted the result into the terminal (I use Ghostty ), and before too long I had created a new folder of Markdown files in Obsidian.

(Link)(Link)(Link)Talk to usSend us tips, comments, questions, and LLM wiki suggestions: casey@platforme…

Buildkite – You deserve better CI.

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

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

Learn more at WorkOS.com and AuthKit.com

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

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

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

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

Check out the speedrun to get started in minutes.

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

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.

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

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

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

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

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

Changelog News!

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

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

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In the meantime, enjoy some clips!

Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

Labor Day may still be a couple weeks away, but you can already find steep deals on top TVs from Samsung, Sony, and more - just in time for pre-season football.

ZDNET's key takeawaysProgrammers find AI tools addictive, but exhausting.

AI coding can turn software development into an always-on feedback loop.

Also, 39% said AI tools have made it harder to switch off from work.

Also: 75% of developers I surveyed prefer Claude Code - here's why they choose it over CodexIt's not just the addictive nature of AI tools.

For developers like Rousseau, the concern is no longer merely whether AI can write code.

Reports suggest that Sonos is preparing to compete in the evolving smart speaker market, readying new hardware and an AI-backed overhaul of its voice assistant.

ZDNET's key takeawaysWalmart has officially adopted tap-to-pay with both Apple Pay and Google Pay.

It was the last major retailer to accept them, instead pushing its own Walmart Pay.

This morning, Walmart announced it will begin accepting tap-to-pay payments from credit cards, Google Pay, Apple Pay, and other NFC systems.

For example, when you use Walmart Pay, it defaults to sending an electronic receipt versus a paper one.

Walmart has gas stations across the country, and those who use Walmart Pay enjoy an additional 3 cents off per gallon.

ZDNET's key takeawaysAWS Marketplace uses AI agents to meet the rising demand for AI agents.

AWS Marketplace, one of the most well-known application marketplaces catering to enterprises of all sizes, is seeing rapid growth of its stable of AI agents, along with a rising number of traditional application offerings.

A year ago, "AI agents" ranked 64th among keyword searches across the marketplace, but now ranks in third place, reported Matt Yanchyshyn, vice president of AWS Marketplace & Partner Services.

AI agents are embedded in app marketplaces such as AWS, handling the nitty-gritty administrative and due diligence tasks that are part of the software acquisition and deployment process.

How…

ZDNET's key takeawaysChatGPT can now connect to your text messages on your Mac.

Like many people, I exchange frequent text messages with family, relatives, friends, and other individuals in my life.

On Thursday, OpenAI rolled out a new plugin for ChatGPT that connects to your Apple iMessages, but only on the Mac.

You'll next be asked to grant ChatGPT the necessary permissions on your Mac to access your text messages.

Send a messageAs the first step, you might want to simply compose and send a text message to someone.

ZDNET's key takeawaysBoth the Samsung Galaxy Z Fold 8 and the Pixel 11 Pro Fold are great phones.

Samsung went out of its way to make the Galaxy Fold 8 and Galaxy Fold 8 Ultra pretty durable.

But the Pixel 10 Pro XL served me admirably on the beaches of South Carolina, as will the Pixel 11 Pro XL that I reviewed recently.

The Pixel 11 Pro Fold is built to lastBut the Pixel 11 Pro Fold has the same -- and even more -- durability, and it comes in thinner and lighter.

Also: Pixel 11 Pro Fold vs Samsung Galaxy Z Fold 8: I'm a fan of both foldables, but this one winsI think the others will get there.

Secret verbal passphrases shared between members of a workplace (or household) are also a recurring recommendation from the FBI.

A verbal passphrase is a secret word or phrase shared between participants during a video or voice call.

However, these verbal passphrases are only effective if they're used consistently by everyone in an organization.

Here, Scobey recommended taking the same best practices that apply to standard company password management and applying them to verbal passphrases, for example:Don't create verbal passphrases manually; use a random password generator.

Also: The best password managers: Expert testedFinally, a verbal passphrase alone cannot provide sufficient security…

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

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

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

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

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

A Linux desktop version will replace Windows.

Windows 10 in ChinaWindows 10 China Government Edition is not the Windows 10 version you may still be using, even though it's no longer supported.

Linux replacement optionsThe Chinese government did not specify which Linux versions would replace Windows 10.

However, the stock prices of Chinese Linux suppliers, Kylin Software and Tongxin Software Technology (commonly known as UnionTech), immediately jumped.

Windows Home China 11, a restricted, factory-locked edition that requires you to use only Chinese, is still available.

In addition, Apple tablets have long been considered some of the best in the market.

Review: Apple iPad Mini (seventh-generation) Who it's for: ZDNET writer Maria Diaz tested the Apple iPad Mini and said, "The iPad Mini 7 is compact and fast, and its Apple silicon processor is built to last for years."

Review: Apple iPad Mini (seventh-generation) Who it's for: ZDNET writer Maria Diaz tested the Apple iPad Mini and said, "The iPad Mini 7 is compact and fast, and its Apple silicon processor is built to last for years."

If you want... Apple iPad Mini The best overall small tablet with a USB-C port for quicker charging and data transfers.

Display: Small tablets shouldn't have to compromise on a…

Obviously there's a significant price difference between the Garmin Fenix 8 Pro -- starting at $950 -- and the Google Pixel Watch 5 at just $400, so we won't get into the value proposition in this discussion.

You want the most accurate location trackingWhen the Pixel Watch 5 was announced, Google claimed it outperformed the Garmin Fenix 8 Pro and Apple Watch Ultra 3 for GPS location accuracy.

Google says part of this is due to the Pixel Watch 5's compensation for building reflections and satellite reading errors.

My testing with a Garmin Fenix 8 Pro showed that Google's claims are accurate and I was pretty surprised by the strange tracking that showed up on the Garmin watch.

You want long b…

ZDNET's key takeawaysI'm already impressed by the Pixel Watch 5However, it's still a clunky device to wear.

Today marks the first day you can buy the Pixel Watch 5, Google's newest smartwatch.

The Pixel Watch 5 is just as clunky as the Watch 4I love the Pixel Watch series for their usability, breadth and depth of advanced software, and useful health features, but I hate how thick these watches are.

Also: Samsung Galaxy Watch 9 review: Health data overload, but built for the futureIt's 12mm thick, 4.6mm thicker than the Galaxy Watch 9.

Also: Google Pixel Watch 5 vs. Samsung Galaxy Watch 9: I compared this year's flagship smartwatchesKyle Kucharski/ZDNETI love the fresh colorsThis watch has t…

We're already waiting for the new gen-AI-powered Siri, but a home hub may be on the way as well.

Smart business leaders focus on value creation instead.

Three-quarters of organizations found AI layoffs cost more than they saved, and as many as nine in 10 companies would rethink them given the chance.

"The leaders who win will use AI to create new value, not just cut costs."

Invest in people: Reskill and upskill staff to work with AI and create new roles that leverage human strengths alongside machine capabilities.

Recognize that AI will change workforces over time: Create lasting value by using AI as a platform for growth, not just a lever for shrinkage.

Google’s Pixel 11 Pro XL brings snappier cameras and genuinely useful AI features like Rambler, but its iterative upgrades may not be enough to tempt recent Pixel owners.

Michael Polansky — better known publicly as Lady Gaga's partner and a former top deputy to Sean Parker — has quietly spent years building an AI-driven startup that keeps living human skin tissue alive for weeks outside the body to discover new skincare compounds, and is only now going public about it.

Japanese space startup Letara is betting its hybrid rocket technology can move beyond small satellite thrusters into a broader market for space, defense and security, after raising ¥2.6 billion ($16 million).

Anthropic forbids its Claude models from generating sexually explicit content. But a series of tests conducted by TechCrunch found that it didn't take much to get past the restriction.

Nvidia continues to pour money into data center development — just as AI data centers bring lots of money into Nvidia.

Rillet CEO Nicolas Kopp shared growth numbers at a board meeting and set off a fundraising frenzy from Iconiq, Sequoia and others. Without even trying.

Apple has admitted that some roles are being impacted as it shifts its focus away from certain initiatives.

Two years after the U.S. Department of Justice alleged that TikTok violated the Children’s Online Privacy Protection Act, it has reached a $400 million settlement.

The $225 Pebble Time 2 pairs quirky watch faces and apps with physical buttons, an e-paper display, weeks of battery life, and a playful hacker spirit.

Nvidia research shows that AI agents can perform well, and not go off the deep end, through fine-tuning, even if the AI model isn't that great at the task.

Tesla's solar roof was an experiment that never really caught on for the company. But does that mean the concept of roof-integrated solar is dead?

The responses to NHTSA's questions so far are redacted entirely, citing "confidential business information."

A rapidly developing El Nino is already reaching record-setting levels for this time of year and is expected to intensify further over the coming months. "The El Nino has blossomed. It is off the charts. Usual measures of El Nino have blown past prior record levels in the period with good data, even though maximum effects are still several months in the future," writes renowned climate scientist James Hansen at Columbia University in New York in a newsletter sent today. Climate scientists disagree over whether it has already surpassed previous "super El Nino" events on every metric, but several say the signal is unprecedented in forecasts and could ultimately become the strongest modern eve…

An anonymous reader quotes a report from ZDNet: According to a Bloomberg report, attributed to China's Ministry of State Security, the country has ordered some government agencies to drop Windows 10 China Government Edition for Chinese-made Linux distributions. Why not Windows 11? Because China, like many other non-US governments, no longer trusts American companies with their software and services. This approach is all about digital sovereignty. In addition, even before the recent trend of governments outside America moving away from Windows, Beijing has started a long-running push to replace foreign technology in sensitive systems with domestic, open-source alternatives. [...] The Chinese…

Ypsilanti Township, Michigan, has imposed a six-month moratorium on "major electric utility infrastructure" in its latest attempt to delay a proposed $1.2 billion University of Michigan-Los Alamos data center that would support nuclear-weapons research. Township leaders, who have already paused water service for data centers, say the project has moved forward without adequate consultation and want more time to study noise, grid impacts, and other effects on residents. 404 Media reports: Last year, the university announced it was partnering with LANL on the construction of a massive 220,000 square foot hyperscale data center in Ypsilanti Township and residents have been fighting it ever sinc…

Apple is cutting more than 200 jobs as it shifts resources toward a rebuilt, AI-powered Siri and other future products. Roughly 100 positions are being eliminated from the Vision Pro organization, including much of its gaming team and some immersive-video staff. Another 100 cuts are hitting the Siri and software teams. Bloomberg reports: In a statement, Apple acknowledged that it was realigning some teams "to evolve our business to deliver the best experiences for our users." "While we will create new roles as part of this change, it will also impact a limited number of existing roles," the company said. "We are grateful to these team members for their contributions, and we are committed to…

Federal prosecutors have charged activist Samuel Tunick with obstruction after he gave Customs and Border Protection officers a duress passcode that wiped his GrapheneOS-powered Pixel during a border search. "His prosecution is one of the earliest known instances of the federal authorities charging a person with destroying evidence using a program designed to wipe a device clean after a specific code is entered," reports The New York Times. From the report: "Obstructing federal law enforcement is a serious matter that has serious repercussions," Theodore Hertzberg, the U.S. attorney for the Northern District of Georgia, said in a statement. "Individuals who destroy or attempt to destroy pro…

An anonymous reader quotes a report from The Economist: Students and school children are increasingly using artificial intelligence. A survey last year by Chegg, an ed-tech firm, found that 80% of rich-world undergraduates used it in their studies. More recent polls put the figure at 94% in Britain and 93% in Germany. Such widespread adoption has fueled concerns about the impact the technology might be having on learning. Teachers report marking identikit essays that they suspect are churned out by ChatGPT. Yet firm evidence on AI's educational effects has been lacking. David Stromberg of Stockholm University and Victor Lei and Wu Yanhui of the University of Hong Kong set out to fill the ga…

A man dressed as Darth Vader used a Public Safety and Livable Neighborhoods Committee meeting in San Diego to mock the city's use of Flock surveillance cameras, sarcastically arguing that the technology would help the "emperor" track "rebel scum" and find Luke Skywalker. "This is what the emperor needs. This technology will help us find the rebel scum and the hidden base on Hoth," he said. The Hill reports: He urged that the cameras be used to surveil any "rebel scum as they move from playground to playground, from playground to pool, from pool to gymnasium, because we all know that the Flock cameras are not only following the license plate readers, they are following children." The plea fo…

Micron says it will spend $10 billion over the next decade on a new research lab in Boise focused on advanced memory technologies, computing systems, and future chip manufacturing. Here are some details, as reported by Reuters: - Micron Research Labs will bring together customers, academia, government and the broader semiconductor ecosystem to pursue breakthroughs, the company said. - The latest investment builds on the more than $250 billion that Micron had separately committed to manufacturing and R&D across the United States. - The lab will be connected to Micron's research and technology footprint across the U.S., Europe, Japan, India, Singapore and Taiwan. - Growing adoption of AI work…

Linus Torvalds says AI "enormously helped" him track down a stubborn Intel Xe graphics driver bug that took 24 debugging patches and 18 kernel boots to isolate. "I'd like to call it my tireless helper, but the AI several times stated flat out that this was impossible and unsolvable and that we should just write a report about it," wrote Torvalds on the commit. "I suspect those things have been trained by people who may not be quite as stubborn as I am..." Phoronix reports: The patch by Linus Torvalds is for the Xe kernel driver and the change is no longer hand out the flat Compute Command Streamer (CCS) storage as usable vRAM. On a Battlemage G21 graphics card, he was hitting a scenario whe…

After years of refusing to adopt tap-to-pay technology in its stores, retail giant Walmart announced today that it is finally accepting payments via both Apple Pay and Google Pay. The rollout begins August 24 at select Walmart and Sam's Club locations and is expected to reach all stores by year-end. It will then expand to fuel stations by mid-2027. TechCrunch reports: The news is a surprise, as Walmart has long refused to adopt the ubiquitous payment technology to instead promote its own in-house solutions, like Walmart Pay and Scan-and-Go. In years past, Walmart even teamed up with other big retailers in an attempt to take down Apple Pay entirely with an alternative mobile payment system o…

Google is giving publishers a new way to fight declining referral traffic from AI-powered search by letting them embed a "Preferred Sources" button that readers can use to favor their sites across Search, Discover, and Google News. "The idea is to make it easier for readers to find links from the sites they know and trust when they're searching for content or interacting with Google's AI to learn about a topic or read the latest news," reports TechCrunch. "As of May's launch, the company said that people across the web had already selected over 345,000 unique sources through this method." From the report: Becoming a preferred source can drive more traffic to publishers' websites, Google sai…

The best Stratechery content from the week of August 17, 2026, including Apple making compromises in the EU, Truth (Social) and reconciliation, and August fun with the Clippers and Lakers.

Apple's App Store is finally facing the reality of lower fees, and the EU should be satisfied with its work; it's ok it's late.

Nvidia makes another deal, this time with a frontier lab; Anthropic's revenue continues to amaze; and maybe data finally is oil.

Когда ChatGPT пишет связный абзац про квантовую физику или помогает составить письмо об увольнении, возникает ощущение: вот оно, мышление. ...

The post Нейросети — не ИИ. Почему ChatGPT на самом деле не думает first appeared on Непиши.

Как правильно отказать клиенту, который просит прислать дизайн до встречи-презентации? Клиент хочет «успеть ознакомиться и показать заинтересованным людям».

Stripe is reportedly acquiring OpenRouter, an implicit bet on a future market of models and the chance at Aggregation.

То, что раньше считалось профессиональной нормой, теперь считается признаком нейросетей: правильные кавычки, длинные тире, сложные конструкции типа «не только… но и». Как быть тем, кто привык использовать эти знаки препинания и фразы? Нужно ли теперь их избегать?

The best Stratechery content from the week of August 10, 2026, including the capital constraint, AI writing, and a tale of two cities.

Anthropic is adding watermarking in response to the E.U.'s AI law. It's a terrible idea, first and foremost for philosophical reasons.

Здравствуйте. Хотелось бы получить совет по улучшению этого прайс-листа и более компактной организации информации

Есть несколько обязательных ограничений: Формат листа должен оставаться A5. Уменьшать текст уже нельзя, поскольку текущий размер — минимально комфортный для чтения посетителями автосалона. Вся информация, включая QR-коды и дополнительные данные, должна быть сохранена. QR-коды также уже уменьшены до минимально допустимого размера.

Сейчас макет практически исчерпал доступное пространство, поэтому хотелось бы понять, возможно ли вообще переверстать его лаконичнее и эффективнее, не ухудшая читаемость и не удаляя информацию. Особенно важно предусмотреть возможность добавления новых а…

Nvidia is finding new ways for its customers to raise money, and it's expanding the risk of the AI buildout significantly.

Я сделал схему трамвайных маршрутов Белграда. Хочу получить комментарий эксперта. Особенно интересует мнение по поводу пересадок в центре схемы — стоит ли их изображать одной большой таблеткой или показать, как они работают на самом деле?

Apple's earnings (and stock) are limited not by memory but rather chip shortages; then, more on Amazon's earnings and Andy Jassy's market analysis.

I’ve had an idea rattling around to get more detail from coverage

measurement. Can we measure the coverage in a function separately for each

caller of the function?Here’s why I want it: in Acidica, my toy

BASIC interpreter, I have code to implement the built-in functions that looks

something like this:match func_name: case "LEN": if len(args) != 1: raise TypeError(f"Wrong arguments for LEN, got {len(args)}") return len(args[0]) case "LEFT$": if len(args) != 2: raise TypeError(f"Wrong arguments for LEFT$, got {len(args)}") return args[0][:args[1]] # ... 19 other built-ins ... I didn’t like the repeated code here: each different func_name has to

check that it got its expected number of argume…

The best Stratechery content from the week of August 3, 2026, including earnings exposure, OpenAI's answer to Apple, and all about LeBron in Philly.

Нейросети сводят всех с ума, началась эпоха «агентского интерфейса».

Только ленивый не говорит про агентский юикс, выходят посты, статьи как его делать. В целом этот агентский юикс немножко напоминает истерию с чат-ботами лет десять назад. Когда появились чат-боты (те, которые работали на скриптах, не поверх языковых моделей), тоже была истерика, что всё, Галя, отменяем все интерфейсы, всё переводим на чат-боты.

Ну отлично, перевели на чат-ботов.

А потом оказалось, что пропускная способность интерфейса чат-бот (количество бит информации, которое может пропустить чат-бот за одно взаимодействие), очень низкая. И людям неинтересно, смотреть по одному варианту чат-бота для билетов. Они хотят вы…

Google's earnings seemed to confirm the Anthropic hedge; it was Andy Jassy who explained why their — and Amazon's — capex was justifiable.

Microsoft's earnings were compelling because they showed a clarity of strategy, lower costs, and a tangibility of application. The reason why is scarier.

Делаем с дизайнером презентацию для транспортной компании. Есть база качественных фото и есть идея совместить сразу две версии — русскую и китайскую (есть клиенты). Хотелось получить презентацию а-ля Rolex или XO Boats, но никак не получается всё это скомпоновать, мозг уже отказывается думать. Дизайнер говорит, что всё норм, но чую: хрень… Что делать? Дайте вектор для дальнейшего движения.

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Want to try it? I'm giving out free license keys DM me or comment below. All I ask is a little honest feedback. submitted by /u/sabirpatel [link] [comments]

The AI port manager for Mac. Never run lsof again. 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.

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MedTech startup Eyedentity has closed its first oversubscribed investment round at €1.3 million (SEK 15 million) to support regulatory approval, further product development and the expansion of Eyedentity’s AI-powered diagnostics platform into opticians, eye clinics and hospitals.

It’s brilliant, and ready to roll out now.”Founded in 2025, Eyedentity is developing AI technology designed to detect serious eye diseases from fundus images already captured during routine eye examinations.

For Eyedentity, opticians provide an existing route through which a wider population can be assessed without establishing a separate screening infrastructure.

Beyond uveal melanoma, Eyedentity plans to apply i…

Redfaire, a Limerick-based enterprise resource planning (ERP) and cloud services provider, has secured a €13 million minority investment from Ireland-based growth capital firm BGF.

“We built Redfaire by staying close to our customers and taking on their most complex ERP challenges.

Founded in 2003, Redfaire supports customers as they modernise their ERP estates and adopt cloud and hybrid solutions.

MJ Murphy, Investor at BGF, said, “Redfaire is exactly the kind of ambitious, founder-led business that BGF is proud to back.

He previously served as CEO of IESA and is Chair of NoBlue2, a cloud ERP consultancy.

“We’re making the ocean’s eyes and ears, and we need a lot of them.

Seventy per cent of the planet is ocean and we can barely see any of it in real time.

Founded in 2022 by Imperial College engineers Anahita Laverack and Ciaran Dowds, Oshen delivers wide-area ocean intelligence using constellations of autonomous C-Star robots.

It builds C-Star constellations: swarms of small, wind- and solar-powered robots that provide persistent, wide-area monitoring of the open ocean.

As C-star constellations expand, the resulting data could also improve seasonal forecasts and, over time, climate projections.

HexSeed Technology, a carbon capture and utilisation (CCU) startup that transforms captured CO₂ into high-value supermaterials, has raised over €700k (£600k) in early-stage funding.

The funding was led by Carbon13, with participation from Net Zero Technology Centre and Vento Ventures.

This funding will allow us to take our low-temperature diamond coating technology which we are developing from laboratory demonstration to working GaN devices,” said Mark Tandy, CEO and co-founder of HexSeed.

It is developing a technology that could reduce energy waste in the data centres powering artificial intelligence.

The company plans to use this capital to demonstrate the coating process on commercial Ga…

Europe’s electricity grid is becoming one of the defining infrastructure challenges of the energy transition.

Bohr EnergieToulouse-based Bohr Energie specialises in aggregating and optimising distributed renewable-energy and flexible assets, including batteries and hybrid generation systems.

Its technology sits between individual energy assets and electricity markets, helping producers and asset owners coordinate generation and storage while responding to changing prices and system requirements.

metiundoBerlin-based metiundo focuses on one of the less glamorous but fundamental layers of the modern electricity system: measurement.

temLondon-based tem, founded in 2021, is rebuilding another l…

Dr. Alexander Reissner, CEO of ENPULSION, commented, “This acquisition signals our commitment to building the complete spacecraft mobility backbone.

LMO brings institutional design credentials, a talented team, and a complementary technology base in chemical propulsion and tank systems.

The company delivers flight-proven electric propulsion systems powered by FEEP technology to satellite operators worldwide.

LMO’s expertise in chemical and cold gas systems, propellant tanks, and pointing mechanisms, together with ENPULSION’s electric propulsion system, enables hybrid propulsion backbone configurations.

In addition to LMO’s track record of ESA programme participation, this acquisition also a…

Antwerp-based Artwod, a guided learning and community platform for visual artists, has raised a €1.1 million Seed round to launch their creators’ marketplace, promote greater community participation, and build artist loyalty.

The platform was built from his first-hand experience of how artists actually improve: through practice, feedback, repetition and clear guidance.

By combining elements of platforms like Duolingo and Chess.com, Artwod brings guided learning and community feedback together around one goal: visible artistic improvement.

As artists use the platform, feedback on their artwork and their learning activity help Artwod​ understand what an artist is struggling with and what to w…

Pixelgen Technologies, a Stockholm-based life sciences company that claims to have developed the first high-throughput platform for mapping molecular cell architecture, has closed an oversubscribed €13.26 million ($15.5 million) Series B funding round.

“This financing gives us the resources to expand globally as demand grows for our Proxiome Kit and our data analysis and visualisation software.

It emerged from stealth in December 2022 following the close of an approximate €5.13 million ($6 million) Seed round, led by Navigare Ventures.

The company states that its Proxiome Kit is the first platform to enable high-throughput mapping of molecular cell architecture at nanoscale resolution.

The …

Callosum, a London-based startup building infrastructure to unify different AI models and chips, has raised €85.4 million ($100 million) in a Seed round to advance what it calls “heterogeneous intelligence”.

“As AI moves from training to inference, the question is no longer just who builds the best models.

It’s how we deliver intelligence efficiently, across an increasingly diverse landscape of models and chips,” said Niklas Zennström, CEO of Atomico.

Callosum argues that new AI models and the specialised chips that power them are arriving simultaneously, and that harnessing this diversity can unlock major gains in AI capability and cost-efficiency.

To advance its heterogeneous intelligence…

Join us for an interview with Angela Ivanova, the co-founder and CEO of LAM’ON Compostable Films, a Bulgarian company at the forefront of sustainable packaging solutions.

Angela shares her journey of addressing one of the most pressing environmental challenges: the 1.2 million metric tons of laminated paper wasted annually.

LAM’ON has developed bio-based, compostable laminating films and packaging foils that seamlessly integrate with paper recycling, offering a circular economy solution without compromising quality.

In this discussion, Angela dives into the challenges of building LAM’ON from the ground up.

Angela discusses how companies are transitioning to their compostable films, the barr…

Guideless, a Vilnius-based AI-powered software training and operational knowledge platform, has raised a €1 million pre-Seed funding round to help companies reduce time and money spent on creating and maintaining workflow training materials.

Guideless is an AI-powered software training platform that helps companies replace uneditable screen recordings with AI-narrated videos.

Citing a report, the company states that the untapped market encompassing training, knowledge management, and AI-driven workflow automation is projected to exceed €18.3 million ($21.5 billion) by 2031.

Guideless claims that its platform uses AI to document how work is performed across any kind of business software.

It …

Here are 10 European compliance startups to keep an eye on, presented in alphabetical order.

Its AI-first compliance platform automates areas including technical documentation, quality-management workflows, conformity assessments and audit preparation.

NeuralTrustEstablished in Barcelona in 2022, NeuralTrust is building a security and governance layer for enterprise AI agents.

RippletideFounded in 2024, Paris-based Rippletide is focused on solving the problem of making enterprise AI agents more predictable, explainable and auditable.

For Europe’s compliance startups, that makes the next phase of the AI Act as much a software-infrastructure opportunity as a legal one.

Velatir, an Odense-based AI infrastructure startup, today announced it has secured €5 million in new funding to “triple down” on its European expansion and “compete for the best talent” in the region.

Europe has been longing for more European infrastructure champions, and we’re here to answer that calling.

Founded in 2025 by Elias Sørensen (CTO), Christian Møller (COO), Andreas Paulli (CPO), and Sørensen, Velatir states that it is building the default integration layer for compliant AI adoption in Europe.

Its platform enables companies to safely automate workflows with AI while maintaining full control, traceability, and regulatory compliance, especially under the EU AI Act.

The platform pl…

Harpenden-based AgriTech startup EcoNomad Solutions has received €466k (£400k) in new funding to help small livestock farms cut methane emissions, reduce rising energy and fertiliser costs, and turn organic waste into renewable energy.

Dr. Ilan Adler, founder and CEO of EcoNomad Solutions, says: “Small farms are under increasing pressure, yet they’re often excluded from the renewable energy solutions available to larger operators.

Damon Bonser, CEO of the British Design Fund, adds: “EcoNomad Solutions is addressing a major environmental and economic challenge with a solution that is both innovative and highly scalable.

Their approach to decentralised anaerobic digestion has the potential to…

Flip, a Stuttgart-based employee experience platform for frontline workers, has raised €22 million (£19 million) in order to fund AI infrastructure and knowledge development for frontline roles.

Today’s round is backed by existing investors Notion Capital and HV Capital, who are expanding their stake in the software company.

That is exactly the gap Flip closes: with secure digital identity, AI agents, and custom-generated frontline apps on a single platform.”Flip’s raise comes amid continued investment in European software for frontline and deskless workforces.

These six rounds represent more than €239 million in disclosed funding, rising to more than €261 million when Flip is included.

Lau…

This week, we tracked more than 45 tech funding deals worth over €684 million and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

If email is more your thing, you can always subscribe to our newsletter and receive a more robust version of this round-up delivered to your inbox.

❗ Want to explore the data in more detail?

The free, open-access Tech.eu Funding Explorer offers deeper insights into funding rounds, investor activity, company profiles and market trends.

Either way, let's get you up to speed.

So I duly knocked on strangers' doors, offering to do odd jobs and asking for sponsorship for various fundraising efforts.

I also did odd jobs in my Girl Guide uniform, like walking and washing dogs.

From doorstep jobs to a marketplaceSasha Bagrov is the 14-year-old founder and CEO of KidsHustle, the UK's first iOS marketplace for teenage employment.

How the platform worksKidsHustle connects teenagers with local paid jobs while keeping parents involved throughout the process.

Then through its user acquisition funnel, it also acquires parents because the teenagers need their parents to sign up.

Swedish deeptech company Solinide Photonics has raised €4 million in seed funding to commercialise its silicon nitride photonic integrated circuit technology and prepare for scalable manufacturing.

A spin-out from Chalmers University of Technology, Solinide develops photonic chips and microcomb technology for optical interconnects, addressing the growing amount of data that needs to move between chips in AI data centres without a corresponding increase in power consumption.

As AI infrastructure scales, data centres require increasingly high-bandwidth connections between processors and other computing hardware.

The company's technology sits at the intersection of photonics, semiconductors, A…

France remained one of Europe’s leading tech funding markets in H1 2026, with investment concentrated in AI, space, fintech and healthcare.

Several large transactions shaped the total, including Eutelsat’s €975 million debt financing, Advanced Machine Intelligence’s €885 million seed round and Mistral AI’s €724 million debt raise.

At the same time, funding activity remained diverse across AI, fintech, healthcare, software, deeptech and security.

Overall, France’s H1 2026 funding landscape combined large investments in AI and strategic infrastructure with broader activity across the technology ecosystem.

Here are the ten companies that raised the most in H1 2026.

A UK AI startup that is building software infrastructure that allows AI workloads to run on different chips and AI models has raised $100m in an exceptional high-value European seed round.

Callosum has raised $100m in a seed round led by European VC Atomico, with “significant participation” from European early-stage investor Plural, US VC DCVC, the UK’s Sovereign AI, along with angel investors.

It follows Callosum raising $10.25m in February this year when it came out of stealth.

Founded by Cambridge neuroscientists, Callosum is propounding a counterview to the “monoculture” that believes superintelligence will come from a single “God-like” AI model running on identical chips.

Its approach …

UK golf technology startup Paralo has raised £270,000 in an oversubscribed pre-seed funding round to develop its operating system for golf clubs and a connected product for golfers.

Rather than selling a fixed software package, the founders have spent months working inside golf clubs, shadowing staff and mapping their operations before developing the platform.

The intention is for technology to make a golf club “more itself”.

The company is currently deploying the platform with one of the UK’s leading private golf clubs, which is working with Paralo as an early design partner.

Paralo is initially focused on golf clubs in the UK and IrelandThe company was valued at £3 million pre-money.

AI-powered software training and operational knowledge platform Guideless has raised €1 million in pre-seed funding to further develop its technology and expand internationally.

Founded by Evaldas Bieliūnas and Dovydas Remeika, Guideless is developing a platform that uses AI to automate the creation and maintenance of software training and workflow documentation.

Guideless is targeting the time and resources companies spend creating and updating software training materials as teams, tools and workflows change.

The platform captures workflows as users perform them within business software and uses AI to turn individual steps into structured training materials, including visual sequences, wri…

Danish AI startup Velatir has raised €5 million in new funding to expand its AI infrastructure platform across Europe and grow its team.

The platform provides visibility and controls across AI tools, employees, agents, vendors, devices and the underlying infrastructure.

Velatir is addressing the security and compliance challenges that can emerge as businesses adopt more AI tools and autonomous agents.

Companies can also establish centralised guardrails across systems and access a catalogue of more than 4,000 AI tools.

The company positions this approach around data sovereignty, resilience and control as European businesses increasingly consider where their AI infrastructure and data are hos…

Private equity investor Oakley Capital has reached an agreement to acquire a majority stake in Graphwise, a key player in the enterprise AI data platforms market.

The transaction represents one of the largest software sales in Bulgaria's history and one of the most significant exits in the regional enterprise AI sector.

It provides critical AI data infrastructure services to over 200 international blue-chip clients across the financial services, pharmaceutical, and public sectors.

Through this transaction, Portfolion Capital Partners has successfully sold its stake in the company, which it acquired in 2022 as part of an investment consortium.

Together, we look forward to expanding our platf…

UK‑based startup EcoNomad Solutions has received £230,000 in funding from the British Design Fund (BDF) to help small livestock farms cut methane emissions, reduce rising energy and fertiliser costs, and turn organic waste into renewable energy.

Yet most existing anaerobic digestion systems are built for large farms, making them too expensive, too complex, or simply too big for smaller operators.

Dr Ilan Adler, Founder & CEO of EcoNomad Solutions, said:“Small farms are under increasing pressure, yet they’re often excluded from the renewable energy solutions available to larger operators.

The BioNomad is designed to make waste‑to‑energy accessible, affordable and practical for even the small…

Nebius, the Amsterdam-based AI infrastructure provider, is looking to raise $4.5bn through convertible notes, it said today, as it looks to finance the sizeable cost of compute and data centre build-out.

Nebius is issuing notes worth $2.75bn due in 2030 and notes valued at $1.75bn which mature in 2034, it said in a statement.

It says the funds will be used for the build-out of data centres, investment in AI cloud, and buy GPUs.

Nebius has bagged multi-billion-dollar contracts with Meta and Microsoft to supply them with AI infrastructure.

In May, it acquired Eigen, a US startup which specialises in improving the performance of leading open-source AI models for approximately $643m in cash and…

For three decades, the Marie Skłodowska-Curie Actions (MSCA) fellowships have helped shape the careers of thousands of researchers across Europe and beyond.

Originally created to support scientific excellence through international mobility, the European Union's flagship fellowship programme has evolved into one of the world's most influential research talent networks.

Today, MSCA alumni aren't just leading laboratories—they're founding startups, shaping public policy, building AI companies, and driving innovation across industry.

As the programme celebrates its 30th anniversary, Cate Lawrence sat down with Dr Ornela Bardhi, Head of Data Science at Success Clinic Oy, Marie Curie alumna, and …

DeepL has struck a deal with US AI startup Harvey to carry out legal document translation, as it looks to push further into heavily regulated industries.

DeepL, valued at $2bn in 2024, said the deal with Harvey, valued at $11bn and reportedly raising at a $15.5bn valuation, highlighted a growing demand for specialised AI tools to handle the complexity of legal work.

Cologne-based DeepL, whose other legal clients include Taylor Wessing, is known for its AI text translation and writing tools.

Cross-border legal work depends on translating contracts, filings, briefs, evidence, reports, and client materials quickly, accurately and reliably even when documents are long or highly complex.

Jarek K…

Enterprise AI company Prevalent AI has secured a $22 million growth investment from Los Angeles-based Integrity Growth Partners (IGP), marking the first primary capital raised by the company since its founding nine years ago.

Founded in 2017 by Paul Stokes and Arun Raj, Prevalent AI develops an AI-powered data platform designed to connect and contextualise data across enterprise systems.

Prevalent AI's technology brings together data from hundreds of enterprise sources into a continuously updated sovereign knowledge graph.

Prevalent AI is now looking to apply the same approach to other enterprise functions as companies increasingly deploy AI systems and agents that depend on connected and r…

Employee experience platform Flip has raised $25 million in new funding to expand its AI-powered technology for frontline workers.

The platform brings together internal communication, workflows, digital identity and AI tools in a single application.

Flip has also introduced Frontline Identity, which allows employees to access workplace systems without requiring a corporate email address.

Together, these capabilities form part of Flip's approach to providing the infrastructure for AI adoption among frontline employees, combining digital identity, AI agents and custom applications within its platform.

The new funding will be used to further develop this infrastructure and support the expansio…

On Monday, the network announced a $1.6 million seed round from top players in the media ecosystem, including Powerhouse Capital, Axel Springer SE (which owns Business Insider and Politico), the popular media publication LadBible, and angel investors from OpenAI and DeepMind. With this fresh capital, the network is announcing its largest expansion yet.

First came the Netherlands, now it's Lithuania. And more European countries appear to be in the queue for Tesla's driver assistance system.

The Xiaomi 17 Ultra gives you a ton of options to play around with images, including preset filters and hardware add-ons.

CERT-EU blamed the cybercrime group TeamPCP for the recent hack on the European Commission, and said the notorious ShinyHunters gang was responsible for leaking the stolen data online.

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

EU lawmakers found their government-issued devices were blocked from using the baked-in AI tools, amid fears that sensitive information could turn up on the U.S. servers of AI companies.

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

The Irish government announced that it wants to pass a law that would grant police more surveillance powers, such as using spyware to fight serious crime, while aiming to protect the privacy rights of its citizens.

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