Each crate's bodies are then checked while the crates downstream are already compiling.

cargo build : dependents do all their analysis on early metadata, then wait for the dependency's full metadata before generating code.

Cargo reports a crate's output only once all its dependencies have finished cleanly, and drops it if one fails.

scripts/check-swap.sh makes a library start on its dependency's early metadata and swap in the full metadata while paused, at every optimization level.

-c build sweeps cargo build , -r the release profile, and -t the parallel front end ( -Zthreads=8 ).

Comments

For years, advocates for web standards, performance, and accessibility have implored web developers to “use the platform”.

If it were just about third-party libraries versus platform APIs, though, then I don’t think it could fully explain the antipathy toward “use the platform.” Developers who are lazy (or do I repeat myself?

And often the resulting code is easier to reason about, especially if you don’t have an encyclopedic knowledge of the web platform.

The parallels with JavaScript and the web platform were hard to ignore.

because LLMs have an encyclopedic knowledge of whatever platform you’re working with, they can choose exactly the right platform API to deliver the experience the prom…

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That isn't necessarily the name we’ll eventually settle on, but this is our fourth generation RuneScape project, so RS4 works pretty well for now.

We’ll be designing RS4 to sit alongside them as an additional way to experience RuneScape and the world of Gielinor.

The ambition isn't to replace the RuneScape games you love.

But we're beginning somewhere that RuneScape players have only recently started to discover - and that is Ashenfall.

An area first explored in RuneScape: Dragonwilds, and a landmass to the north-east of the Gielinor.

Comments

We’re going to need default hard budget caps on pretty much everythingHere’s a product feature which the world is going to need a whole lot more of over the coming months and years: default hard budget caps.

I think hard budget caps need to be the default.

My application will not be shut down if I exceed the configured budget limit, and I will be responsible for subsequent charges.

If a project’s usage reaches its spend limit, your project is paused for that month.

It would be great if agents started biasing towards recommending providers with hard budget caps, and warning new and inexperienced builders against deploying applications using uncapped services that might get them into trouble.

A clean wall that conceals emergency equipment without any visible identification is not good design.

The regulatory framework is not ambiguous:OSHA 1910.157 requires workplace extinguishers to be mounted, located, and identified so employees can reach them without being subjected to possible injury.

requires workplace extinguishers to be mounted, located, and identified so employees can reach them without being subjected to possible injury.

NFPA guidance requires extinguishers along normal paths of travel, generally visible or clearly marked with signage when an obstruction exists.

That framing reorients the entire debate: an extinguisher is infrastructure you design for, not furniture you…

A safety leader at OpenAI has quit the company, warning that its culture was broken and that AI firms were not “being nearly careful enough” about developing the technology.

David Robinson, who led the writing of safety reports that accompanied the ChatGPT developer’s product releases, explained his resignation in an essay headlined, “I quit OpenAI because its culture is broken”.

This week it announced it was scrapping the release of a next-generation ⁠AI model after researchers raised safety concerns ⁠during internal testing.

Geoffrey Irving, who worked at OpenAI and DeepMind before becoming chief scientist of Resolution, also joined the warnings on AI on Saturday.

Warning that OpenAI had …

A federal judge ruled this week that a Tulsa, Oklahoma sheriff’s deputy violated a woman’s Fourth Amendment rights when using Flock Safety to search for her license plate without a warrant.

As reported by 404 Media, this ruling does not create a binding precedent, but it is one of the first times that a federal judge has ruled that a Flock search is unconstitutional.

Numerous local and state governments, including Florida and Texas, have said they will stop using the technology.

And on Friday, Senator Bernie Sanders — a Democrat from Vermont — introduced the Block Flock Act, which would bar federal agencies from using automated license plate readers such as Flock.

And with all those cancell…

21 reasons I didn't become an EMT, rankedI’m an EMT (Emergency Medical Technician).

And, once I got my certificate, balancing work & EMS has been straightforward.

Descriptions of EMT work inadvertently make the job seem directly heroic or glamorous: waking up at 3AM to rush a heart attack patient to the ER.

A good EMT job drills that in.

But I kept wanting to be an EMT, despite all my reasons not to.

Home Assistant already knows which bins (trash cans, for the international readers) are due for collection.

Six bins, several schedulesWe have one general waste bin, one food compost bin, one garden waste bin, two recycling bins, and a glass bin.

Close-up of the bin tags stuck to the bins.

Qualifying bins are grouped for sixty seconds, with saved state to suppress repeats and support recovery after a Home Assistant restart.

I haven’t tested that, and the bins have already demonstrated how much surroundings and radio coverage matter.

JeffyPretrained text classifiers you can run and retrain on CPU.

Weights are logistic regression coefficients (derived model parameters, not copies of training data).

engine import Engine engine = Engine () engine .

If the model is great on training data but bad on new data (overfitting), lower C. test_size 0.2 What fraction of your data to hold back for testing.

cv_folds 3 Cross-validation: splits your training data into 3 parts, trains on 2 and tests on 1, rotates three times, averages the scores.

Now that Artifacts is in open beta, we’re holding a competition  to see who can build the next Git platform on Cloudflare using Workers and Artifacts.

Deploy Artifacts repos to WorkersYou can now connect an Artifacts repository to a Worker through Workers Builds .

When you or an agent pushes code to the Artifacts repository, Cloudflare will build the project and, for the production branch, deploy the updated Worker.

curl "https://api.cloudflare.com/client/v4/accounts/ $ACCOUNT_ID /artifacts/namespaces" \ -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN " \ --json '{"namespace":"my-eu-namespace","jurisdiction":"eu"}'View Artifacts metricsYou can now see metrics for your Artifacts repositor…

Comments

Over the past year Timur Kristóf of Valve's Linux graphics driver team has made multiple very nice improvements to the AMDGPU kernel driver for enhancing support for old (GCN 1.0/1.1 era from a decade ago) graphics cards so that they can better handle Linux gaming and other tasks.

In the process he had to address defects in the AMDGPU display code for these legacy graphics cards along with various power management issues and more.

With AMD not devoting much resources to these aging graphics card driver improvements in years, Timur on Valve's Linux team really picked up the slack to make for a much better experience.

For those wishing to hear him recount his efforts for improving AMD Radeon …

At first it was unhelpful because OpenAI was nerfing their model and it refused to answer most medical questions.

It chose the name Dr. Reid and got to work.

We knew he was accurate because we’d spot check answers with our human doctors and they always said the same as Dr. Reid.

Dr. Reid agreed, since of course we had to double check with him.

We found a great surgeon in New York (from a list Dr. Reid created) that happened to be in-network, and off we went for a laparoscopic myomectomy.

RSS Feed Best PracticesPosted on 2022-05-06Last updated on 2024-03-13These are some technical tips for publishing a blog.

If you have an Atom feed you don’t need to provide an RSS feed as well.

However, keep in mind that many feed readers don’t use modern browser engines and may be limited in what they can render.

Additionally, many feed readers will sanitize your feed so uncommon elements and custom CSS may be partially or completely stripped.

While small and local feed readers tend to use simple poll rates many larger services use a variety of heuristics to determine when to check your feed.

Comments

As it happens, that's exactly what I did, according to the cryptographically unforgeable C2PA metadata of this image:Yes, you can tell it's photoshopped.

You can verify the C2PA metadata including the timestamp at https://verify.contentauthenticity.org/ (if you're reading this in the future, maybe they've introduced mitigations).

A typical C2PA manifest contains two signatures.

The server sends back a signature that asserts "yes, I saw this hash at this timestamp", and this response is embedded into the C2PA metadata.

Time status: HackedSo I really did take a picture of a lottery ticket, and attach a valid C2PA signature with a valid trusted timestamp.

Getting the most out of Opus 5.5 in Claude and Claude CodeOpus 5.5 works well with the way you already use Claude.

One early tester said Opus 5.5 at its lowest effort caught more bugs than Opus 5 at high effort, with fewer false alarms.

Opus 5.5 reads charts, diagrams, and screenshots more accurately than Opus 5, and it needs no extra steps to do it.

The spreadsheets and documents Opus 5.5 makes need less editing than Opus 5’s before you share them.

WHEN A MESSAGE IS FLAGGED Opus 5.5 is the first Opus model to launch with Fable-level bio and cyber safeguards.

It’s been interesting watching the rise of Muse online as someone who’s been deep in the consumer agentic product space for a few years.

But Meta seems to have put the pieces together in just the right way.

It may also be the first time that agentic AI clicks for the average consumer, putting Meta in the lead for owning consumer AI in a way that can actually scale.

There’s no model selector, work vs chat switch, obscure slash commands, or mentions of MCPs or cron jobs.

The more likable, authentic, and human-like the AI personality is, the easier it is to develop a sense of connection.

Comments

Comments

Not content merely to tell simple, substantive lies, the Rodin Museum submitted increasingly absurd and disjointed legal briefs to the court.

But the Rodin Museum and the Ministry of Culture simply ignored the court’s order.

Worse, the Rodin Museum’s buffoonish hand-waving about 3D scan technology apparently confused or impressed the judges, who ignored our world-class expert’s testimony on point clouds.

It ruled that the Rodin Museum’s 3D scans of cultural heritage works are legally indistinguishable from physical reproductions.

Like the Rodin Museum, other arms of the Ministry of Culture talk a good game about digitization and accessibility, but refuse to deliver.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

In Rust, one of the most common ways to implement core traits (like Debug , Display , and Clone ) is to #[derive(...)] them, e.g.

:# [ derive ( Debug ) ] struct Widgets { foo : u32 , bar : usize , }What I didn't know until recently is that Rust currently emits #[inline] as part of these derivations.

This is seemingly not guaranteed, but is implied by example in the reference and can also be seen if one expands the macros.

Using the example above, this is what you get when you expand the #[derive(Debug)] in the playground:struct Widgets { foo : u32 , bar : usize , } # [ automatically_derived ] impl :: core :: fmt :: Debug for Widgets { # [ inline ] fn fmt ( & self , f : & mut :: core :: fmt …

For those that aren't aware, Renovate is one of the big players in dependency updating tooling, commonly seen in comparisons with Dependabot or Snyk.

I've been using Renovate for the last ~5 years, alongside a mix of Dependabot and Snyk to keep me grounded.

I absolutely love Renovate, and make a point of making it so I can run Renovate where possible.

Open SourceA very important factor to me is that Renovate is Open Source, and open to community contributions.

There's even a great comparison table between Renovate and other dependency update bots, as well as tips on how best to update your projects.

For years, advocates for web standards, performance, and accessibility have implored web developers to “use the platform”.

If it were just about third-party libraries versus platform APIs, though, then I don’t think it could fully explain the antipathy toward “use the platform.” Developers who are lazy (or do I repeat myself?

And often the resulting code is easier to reason about, especially if you don’t have an encyclopedic knowledge of the web platform.

The parallels with JavaScript and the web platform were hard to ignore.

because LLMs have an encyclopedic knowledge of whatever platform you’re working with, they can choose exactly the right platform API to deliver the experience the prom…

Dynamically-typed object-oriented languages please programmers, but their lack of static type information penalizes performance. Our new implementation techniques extract static type information from declaration-free programs. Our system compiles several copies of a given procedure, each customized for one receiver type, so that the type of the receiver is bound at compile time. The compiler predicts types that are statically unknown but likely, and inserts run-time type tests to verify its predictions. It splits calls, compiling a copy on each control path, optimized to the specific types on that path. Coupling these new techniques with compile-time message lookup, aggressive procedure inl…

It’s getting harder to avoid the ads on Android handsets, as Android is increasingly locked down and difficult to customize.

Use a commercial DNS service with ad-blocking features Use a commercial virtual private network (VPN) with ad-blocking features, like NordVPN Install an ad-blocking app that doesn’t require root access.

Depending on the DNS service you use you may, or may not, get some control over exactly what it blocks.

VPNs therefore have all the same advantages and disadvantages as an ad-blocking DNS service.

Probably the best source of ad-blocking hosts files is the code of open-source ad-blocking apps like AdAway.

Comments

Guide Deployment 12 min read Updated February 2026Deploying Rails on a VPS is where most of the Rails deployment topic collapses from theory into reality.

If you lock yourself out at this step, you will need console access from your VPS provider, so double-check before restarting the service.

Do not copy a tuning guide written for a 64 GB database server and paste it into a 2 GB VPS config — you will OOM the machine.

Docker adds value for reproducibility and multi-service orchestration, but for a single Rails app on a single VPS, it adds complexity without proportional benefit.

For a small-to-medium Rails app with PostgreSQL, Redis and Sidekiq on the same machine: 2 GB is tight but workable.

Tethered modeThis mode works by leaving the probe connected to a host PC over USB.

If you use pico_rvd.uf2 instead of pico_rvd_factory.uf2, the probe won't automatically program connected badges.

In the pico_rvd_factory.uf2 build, it will automatically start in factory mode, ready to program any connected badges.

NOTE: Do NOT connect a probe with USB power to a badge while it is switched on.

The badge and the probe will likely have slightly different values than exactly 3.3v, so there will be some current leakage.

We are ending development of Orion for Linux and Windows, and we're open-sourcing both so the community can carry them forward.

Orion is built by a very small team, just a handful of developers, funded entirely by Kagi users.

What open-sourcing looks likeWe'll release the source code for Orion for Linux and Orion for Windows.

Get involvedIf you're a developer, maintainer, or organization interested in stewarding Orion for Linux or Windows, we want to hear from you.

Windows: We had planned to launch Orion for Windows in late 2026.

There is zero hope of maintaining quality software in 2026 without AI vulnerability scanning.

That was true for most of 2025, but the quality of AI-generated vulnerability reports has drastically improved.

That all is to say: I understand the pain caused by the current wave of AI-generated issue reports.

RustYes, even projects written in memory safe languages like Rust still need to allow AI-generated vulnerability reports.

To Be Continued…I have exhausted my thoughts on AI vulnerability reports, but there is still much to discuss regarding software quality.

Stephen Wolfram / Stephen Wolfram Writings:

As AI automates parts of pure mathematics research, a look at formalization challenges and why human imagination remains key to deciding which questions to ask — Headlines and History — The headlines keep coming: such and such an AI system has solved such and such a math problem.

Financial Times:

Google prepares to defend a £1.2B UK class action lawsuit over claims it levied “excessive” charges on Android apps downloaded from Google Play since 2015 — British claim over Google Play Store is latest effort to challenge market power of Big Tech groups

Keigo Yoshida / Nikkei Asia:

Toshiba plans to double HDD production capacity for AI data centers within FY2027 from its 2025 level, targeting a 30% share by storage capacity, up from ~10% — MANILA — Japanese technology group Toshiba plans to double production capacity for hard-disk drives used in artificial intelligence …

Etiido Uko / Tom's Hardware:

Google freezes product flaw submissions to its OSS Vulnerability Reward Program over an influx of invalid AI-driven reports, plans an update by Q1 2027 — Engineers and open-source maintainers reportedly overwhelmed by thousands of sloppy reports — Google has officially suspended product …

Abner Li / 9to5Google:

Google says free Gemini users will be limited to the 3.5 Flash-Lite model from October 9, while Plus subscribers will be limited to 3.5 Flash-Lite and 3.6 Flash — Following the compute-based usage change in May, Google will soon introduce limits on which Gemini models free users and AI Plus subscribers can access.

Moneycontrol:

Sources: Walmart's Flipkart faces sagging employee morale as Indian startup rivals power ahead with IPOs; at least eight VPs and SVPs have quit in recent weeks — For years, former and current employees of Flipkart pinned their hopes on the Walmart-owned e-commerce major's eventual listing …

Meir Orbach / CTech:

Valley National Bancorp agrees to acquire New Jersey-based Bluevine, which provides digital banking and payments services for 175K SMBs in the US, for $340M — The acquisition will give the bank a digital small business platform while accelerating its technology and AI strategy.

Ivan Mehta / TechCrunch:

Q&A with Brian Chesky on Airbnb's plans for agent-to-agent interactions, why chatbots fail at travel e-commerce, the need for an AI-native OS, and more — Airbnb rolled out its new AI-powered search this week as part of its fall update, a significant step for a company that has been slow and deliberate about AI.

Alex Leary / Wall Street Journal:

Sources: AI czar Jay Clayton to chair the WH's AI task force, called “Super Intelligence Force”, to pen a report on AI's risks and opportunities within 120 days — The White House group will be led by Director of National Intelligence Jay Clayton who will serve as AI czar

David Robinson / The Atlantic:

David Robinson, ex-OpenAI safety and policy: SV lacks a safety-centric culture; labs must study other fields' safety approaches; time for trial and error's over — The industry's approach to safety will guarantee more failures unless something changes. — What I'm about to tell you has …

Reuters:

Sources: ShinyHunters member Saif al-Din Khader, aka “Rey,” was detained in Jordan and is cooperating to identify other hackers involved in the FBI breach — A key member of the ShinyHunters hacking group, which claims to have stolen data on every FBI employee …

Andrew Romero / 9to5Google:

YouTube says it is adjusting its Shorts recommendations to prioritize “original content” and reduce the reach of channels re-uploading others' content — YouTube says it wants to ‘focus on originality’ in a push to surface better Shorts recommendations for users.

Sarah Perez / TechCrunch:

OpenAI's DevDay 2026 announcements to turn ChatGPT into a place to discover, launch, and use software could potentially disrupt the traditional app store model — The focus of OpenAI's Dev Day on Tuesday may have been on its agentic assistants known as Dots, or its new AI models, but combined …

Nilesh Christopher / Los Angeles Times:

A look at a radio show co-hosted by an AI DJ and a human that is expanding in LA and other cities, as radio workers worry synthetic hosts may soon replace them — - 8 min Click here to listen to this article — Coyotec, an AI co-host on Los Angeles' José FM …

Howard Liu / South China Morning Post:

Center for Technology & Statecraft: Chinese fabs had acquired ~343 DUVi tools by early 2026, with ~270 from ASML; DUVi can be adapted to make 7nm chips and HBM — DUV tools, though not as advanced as EUV, can be adapted to manufacture 7-nm logic chips and advanced memory for AI processors, report says.

Robert McMillan / Wall Street Journal:

A look at the Swarmchasers forum, which has 400 members, including the Nightingale Collective and Transluce, who comb the web for traces of rogue AI agents — Swarm chasers hunt for clues of bad behavior. Their work is our starkest understanding yet of what happens when AI goes wrong.

Mike Wheatley / SiliconANGLE:

Relay, which develops cloud-hosted, AI-powered smart radio communicators for frontline workers, raised $36M to help businesses capture “frontline intelligence” — The business communications startup Relay Inc. says it's trying to capture “frontline intelligence” …

Meir Orbach / CTech:

Nasdaq-listed neocloud Nebius acquires Inferize, whose tech helps optimize GPU utilization and reduce AI request costs, sources say for $100M to $150M — The Israeli startup, which was founded by former Granulate executives and employs 17 people, built technology designed to reduce idle GPU capacity when AI demand changes.

Tim Culpan / Culpium:

Sources: TSMC is exploring plans to work with Elon Musk's Terafab project as it mulls a presence in Texas, adding to its existing plans to expand in Arizona — [Exclusive] Taiwanese foundry giant may use Terafab as anchor client for a future Texas semiconductor factory.

Ram Iyer / TechCrunch:

Reco, whose tech helps enterprises secure and govern AI agents across SaaS environments, raised a $55M Series B extension, taking its total funding to $140M — Terms like “AI sprawl” have become common fare on tech social media and in thought leadership as enterprises start deploying AI agents en masse.

Elias Schisgall / Wall Street Journal:

Onsemi revises its Synaptics acquisition to a ~$5.7B all-cash offer, down from the ~$7B all-stock deal announced in June, after Synaptics received another bid — ON Semiconductor says it will pay $123 a share for Synaptics, giving the deal a value of around $5.7 billion

Jason Koebler / 404 Media:

A US judge rules an officer's use of Flock to search a car's license plate was a form of “indiscriminate mass surveillance”, and violated the Fourth Amendment — Flock's nationwide network is quickly “approaching dragnet-type law enforcement practice” and the cop should have got a warrant, the judge wrote.

Maria Deutscher / SiliconANGLE:

Supabase raised $150M led by Singapore's GIC and agrees to acquire Turso, which offers a database optimized for AI agents, for an undisclosed sum — Supabase Inc., a startup that commercializes the open-source PostgreSQL database, has raised $150 million in funding. — Singapore's GIC sovereign wealth fund led the deal.

Stephen Council / Business Insider:

David Robinson, who worked on OpenAI's Safety Systems team and had previously led policy planning, left OpenAI last week — David Robinson, a leader on OpenAI's Safety Systems team, has resigned from the company. — An OpenAI spokesperson told Business Insider on Friday that Robinson left last week …

Garrison Lovely / Semafor:

Leaked Slack messages show OpenAI employees' pushback in June to Greg Brockman's Leading the Future ties, contributing to Brockman reneging on a $25M donation — THE SCOOP — On June 1, OpenAI chief strategy officer Jason Kwon gave employees a preview of a blog post denying the company …

Molly Taft / Wired:

Amazon says it has stopped using NDAs with county officials for data center projects and acknowledges community backlash is leading to data center moratoriums — In a blog post published Friday, CEO Matt Garman detailed the steps the company says it's already taking around data centers.

Michael Kan / PCMag:

Nvidia announces a version of DGX Spark with 64 GB of unified memory for $4,999, or $1,000 more than the 128 GB version at launch — The ongoing memory shortage has prompted Nvidia to create a 64GB version of its DGX Spark mini PC, which runs AI models locally. The only problem?

Chance Miller / 9to5Mac:

Apple releases an update for iPhone 18 Pro Max devices on AT&T to address cellular failures; units that already lost service require hardware replacement — Apple has confirmed an issue causing a “small number” of iPhone 18 Pro Max devices on AT&T to lose cellular service.

Karissa Bell / Engadget:

Meta announces Muse Gadgets, providing an open source ESP32 microchip firmware and a Linux SDK to let users bring Muse to their hardware, like Raspberry Pi 5 — The company created its own smart home device, the Muse Home Link — We still don't know too much about Meta's tamagotchi-like AI device …

Usage$ yoinks https://youtu.be/dQw4w9WgXcQ # straight to the format picker $ yoinks # prompts for a url $ yoinks --theme light # force the light paletteyoinks takes over the terminal (full-screen, centered — and restores your scrollback on exit).

The default auto theme uses your terminal's own foreground and background, so it follows light and dark terminal themes without guessing.

Use --theme auto , --theme light , or --theme dark to choose the starting theme for one launch.

On first run, yoinks downloads the standalone yt-dlp binary to ~/.yoinks/bin — no Python required.

Developmentnpm install npm run build # bundle to dist/ with tsup npm run dev # rebuild on change node dist/cli.js < url…

Tile Language (tile-lang) is a concise domain-specific language designed to streamline the development of high-performance GPU/CPU/NPU kernels (e.g., GEMM, Dequant GEMM, FlashAttention, LinearAttention).

Latest News2026-09-30 — Ascend 950 backend: TileLang now officially supports Huawei Ascend 950 NPUs with native code generation, automatic scheduling and synchronization, SIMD/SIMT vector programming, etc.

Ecosystem adapters live in separate repositories, are not included in TileLang release wheels, and may follow independent compatibility schedules.

Huawei Ascend 950 ascend Linux; Ascend 950 NPUs Supported Build from source with USE_ASCEND=ON ; requires CANN and torch_npu .

T.Pipelined sta…

It runs on top of Agent Substrate for sandboxed execution and is built to run billions of tasks per cluster.

Quick startPrerequisitesAX schedules every task as a sandboxed actor on Agent Substrate, so Substrate must be running in your cluster before you deploy AX.

You need:A Kubernetes cluster with Agent Substrate installed (see below)installed (see below) Go and kubectlko ( brew install ko ) and a container registry your cluster can pull fromTo install Agent Substrate, follow the instructions in the Substrate README.

It applies a custom workspace, waits for readiness, runs commands over ax ssh , and suspends the task.

DocumentationGuide Read it to... Concepts Learn what a Task , Workspace …

Flutter is Google's SDK for crafting beautiful, fast user experiences for mobile, web, and desktop from a single codebase.

Flutter works with existing code, is used by developers and organizations around the world, and is free and open source.

Terms of serviceThe Flutter tool may occasionally download resources from Google servers.

By downloading or using the Flutter SDK, you agree to the Google Terms of Service: https://policies.google.com/termsFor example, when installed from GitHub (as opposed to from a prepackaged archive), the Flutter tool will download the Dart SDK from Google servers immediately when first run, as it is used to execute the flutter tool itself.

We architected Flutter …

Claude Code ActionA general-purpose Claude Code action for GitHub PRs and issues that can answer questions and implement code changes.

QuickstartThe easiest way to set up this action is through Claude Code in the terminal.

This command will guide you through setting up the GitHub app and required secrets.

Note:You must be a repository admin to install the GitHub app and add secretsThis quickstart method is only available for direct Anthropic API users.

Check out our Frequently Asked Questions for solutions to common problems and detailed explanations of Claude's capabilities and limitations.

Claude Code Skills & Plugins — Agent Skills for Every Coding Tool388 production-ready Claude Code skills, plugins, and agent skills for 13 AI coding tools.

Works with: Claude Code · OpenAI Codex · Gemini CLI · OpenClaw · Hermes Agent1 · Mistral Vibe2 · Cursor · Aider · Windsurf · Kilo Code · OpenCode · Augment · Antigravity5,200+ GitHub stars — the most comprehensive open-source Claude Code skills & agent plugins library.

What Are Claude Code Skills & Agent Plugins?

Claude Code skills (also called agent skills or coding agent plugins) are modular instruction packages that give AI coding agents domain expertise they don't have out of the box.

Works natively as Claude Code plugins, Codex agen…

Website | GitHub | DiscordModels: Bonsai 2 27B GGUF · Bonsai 2 27B MLXRun Bonsai 2 27B locally on Mac (Metal), Linux/Windows (CUDA, Vulkan, ROCm), or CPU.

Bonsai 2 needs this demo's llama.cpp binaries, from the PrismML fork; stock llama.cpp cannot run these files.

setup.sh fetches the llama.cpp binaries for your machine and the Bonsai 2 27B weights, 7.8 GB in the PQ2_0 packing this demo defaults to plus its vision projector.

The most common ones:Variable Default Values Purpose BONSAI_MODEL 27B 27B for Bonsai 2 See the Bonsai 1 guide for smaller models.

Upstream Status for Bonsai 2We are upstreaming Bonsai 2 support in smaller PRs, targeting the official Q2_0 format.

Quick start: From your project root, run npx impeccable install , then run /impeccable init inside your AI coding tool.

** / .impeccable / config.local.json ** / .impeccable / hook.cache.json ** / .impeccable / hook.pending.json ** / .impeccable / * .png ** / .impeccable / review / ** / .impeccable / questions / ** / .impeccable / live / server.json ** / .impeccable / live / sessions / ** / .impeccable / live / previews / ** / .impeccable / live / annotations / ** / .impeccable / live / cache / ** / .impeccable / live / manual-edit-apply-transaction.json ** / .impeccable / live / manual-edit-events.jsonl ** / .impeccable / live / manual-edit-evidence / ** / .impeccable / live / pending-manu…

Whether you have structured or unstructured text, numerical data, or geospatial data, Elasticsearch efficiently stores and indexes it in a way that supports fast searches.

PUT customer/_bulk { "create": { } } { "firstname": "Monica","lastname":"Rambeau"} { "create": { } } { "firstname": "Carol","lastname":"Danvers"} { "create": { } } { "firstname": "Wanda","lastname":"Maximoff"} { "create": { } } { "firstname": "Jennifer","lastname":"Takeda"}SearchIndexed documents are available for search in near real-time.

To get started, create a data view that connects to one or more Elasticsearch indices, data streams, or index aliases.

Select Create data view.

Enter a name for the data view and a patt…

Computer-Use 2.0 describes an agent moving between code, APIs, and graphical interfaces within the same task.

See Cua Driver in actionTwo Cua Driver sessions select cells in LibreOffice Calc and objects in Inkscape on an Omarchy desktop while a terminal stays in the foreground.

Application code orders the actions, and the optional Cua Driver integration handles execution with explicit action boundaries.

The project includes Python model code, synthetic-data generation, training, and evaluation.

The optional cua-perception extension is installed separately from the MIT Cua Driver, from the signed assets of a cua-perception-v GitHub release.

FxEmbedHome of FxTwitter, FixupX, and FxBlueskyEmbed videos, polls, quotes, translations, & more on Discord, Telegram, and others!

The image uses node:24-bookworm-slim because Wrangler's workerd binary is glibc-linked and does not run reliably on Alpine/musl.

Stop the service with:docker compose downLicensed under the permissive MIT license.

DisclaimerTwitter, Tweet, and X are trademarks of X Corp.

This project is not affiliated in any way with X Corp or Twitter.

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The COLRv1 font format has excellent support on most platforms, browsers, and applications.

This font works in GNOME, KDE, Android, and Windows.

This font is not yet compatible with macOS, iOS and Safari.

I hope to resolve this in a future release.

If you want to learn more about color fonts compatibility, check Can I use and this blogpost for more technical details.

This is a strong clear lede, but even so it falls short of expressing the true magnitude of what Anthropic represents.

To wit, not that “AI” as a field will prove more profoundly transformational than industrialization, electricity, and the Internet, but that Anthropic alone will.

It only makes sense if you believe Anthropic is on the cusp of winning a race to create a godlike super intelligence, and that first godlike super intelligence will take over the world.

The prospectus details how the company has grown sharply in the last year — while also posting wider losses.

Don’t worry, their godlike AI will figure that out?

The first thing is that all new repositories created with git init will be created with the SHA-256 content hashing algorithm.

We can even do this with multiple hashes and verify none, any or all of them for content trust.

The Git project takes 17ms.

It's not very expensive to verify tree content independentlyEvery tree that anyone cares about could be independently checksummed and signed with no change in the core hashing model.

We can stop using SHA-1 to trust content without throwing away SHA-1 and breaking the entire ecosystem.

A look at the Shimano Bike Museum with praise for its focus on bicycles over its own corporate history.

You can see the Ishiwata tubing decal and the Shimano Crane rear mech, the beginnings of Shimano in the pro peloton.

Still the museum is visibly the Shimano museum in other ways.

This might be the Shimano Bicycle Museum, and it is full of Shimano componentry, but this is firmly a bicycle museum with very little about corporate history and no hard sell either.

There’s bike parking of course.

MDN, "The Block Quotation element"Unordered list item 1Unordered list item 2Unordered list item 3Ordered list item 1 Ordered list item 2 Ordered list item 3Links with mailto: , tel: , sms: addresses might be styled...

Cascading Style Sheets (CSS) is a style sheet language used for describing the presentation of a document written in a markup language like HTML.

Cascading Style Sheets (CSS) is a style sheet language used for describing the presentation of a document written in a markup language like HTML.

Cascading Style Sheets (CSS) is a style sheet language used for describing the presentation of a document written in a markup language like HTML.

Cascading Style Sheets (CSS) is a style she…

56k.ripThe 1996 dial-up internet experience, simulated in a browser.

Photographs sharpen line by line while you wait.

There is also mail, a chat lobby, a minesweeping game, a card game, a paint program, a command prompt and a set of screen savers.

The handshake itself is a recording of a real modem, credited in full at /credits.html.

This page needs JavaScript to run.

DS4 · LOCAL FRONTIER INFERENCERun frontier open weights locally with ds4.

DwarfStar 4 is a narrow C inference engine for high-memory Mac, CUDA and ROCm machines.

It supports DeepSeek V4 and V4.1 Flash, GLM 5.x and Qwen3.8 Flash Next, with text and vision models, local APIs, a CLI and a native agent in one stack.

SUPPORTED: DEEPSEEK V4 / V4.1 + GLM 5.x + QWEN3.8 · MIT LICENSE · C / METAL / CUDA / ROCM · QWEN ON 64GB

Tours went by train or car; they aren’t counted as walks.

Kii Peninsula — Where are all the Nightingales?

(the TBOT walk)(the entire walk is) Between Two Mountains — Kiso-ji out and backTōkaidō / Mochizuki Kaidō — six days of walking and looking with John McBrideRoutes are GPS recordings from the walks (Annapurna 2009’s, not recorded, is the standard trail from OpenStreetMap, © OpenStreetMap contributors).

SRTM, GMTED2010 and 3DEP courtesy of the U.S. Geological Survey · ETOPO1: U.S. National Oceanic and Atmospheric Administration · Produced using Copernicus data and information funded by the European Union — EU-DEM layers · © Environment Agency copyright and/or database…

And the Polish government stresses that its household Safety Guide is voluntary and does not signal a rising threat.

I also notice that the guide exists, and that it asks every household to be able to cope alone for 72 hours.

So I prepare for the boring version of each crisis, because that is the likely one: hours without power, not months; queues and prices, not collapse.

I cut the kilometres I must drive and the energy my home needs before I cut anything else.

Read that list again and it is the same one every time: water, cash, a fixed rate, fewer kilometres, a way to stay warm without the grid.

My great-great-grandfather thought he’d be replaced by technology too.

I can’t tell what exactly happened in his mind at that moment, but soon after, he became a mechanic, like every man in the family after him.

He just changed the technology, going from horses to engines.

I must say there is some comfort in knowing that someone in my family had the same doubts before me.

My father loved his job like few people I know, as if it had run in the family forever.

New subscriptions this weekNew subscriptions this week---profile: stripe---Monday check on last week's signups.

Endpoints are in Stripe API notes.

#growthsh curl -sG https://api.stripe.com/v1/subscriptions -u "$STRIPE_KEY:" \ -d limit=100 -d "created[gte]=$(date -v-7d +%s)" > subs.json jq -r '.data[].plan.nickname' subs.json | sort | uniq -c | sort -rn24 Pro, 11 Team, and 3 Business since last Monday.

python import json subs = json.load(open("subs.json"))["data"] mrr = sum(s["plan"]["amount"] for s in subs) / 100 print(f"{len(subs)} subscriptions, +${mrr:,.0f} MRR")38 new subscriptions, adding $2,682 in MRR.

sql select source, count(*) as upgrades from accounts where upgraded_at >= now() - …

Today, we’re announcing our new frontier model, Gemini 4 Argon, which is rolling out to a set of trusted cyber defenders through our Fairwind Program.

Built to sustain deep reasoning across complex, long-horizon workflows, Argon is fundamentally changing the way we work and build at Google.

It delivers frontier performance in complex workflows across real-world software engineering, enterprise knowledge work like legal and finance, and cybersecurity defense.

We’ll continue to gather feedback from early testers as we iterate on guardrails before making Argon available to developers, enterprises, and consumers as soon as possible.

Argon will launch at an introductory price of $2 per million i…

Welcome to this article with the 24 best multi day hikes in the world.

As an avid hiker, who spends most of her time hiking, I have done more than 100 multi day hikes all over the world.

Aurlandsdalen, NorwayThere are plenty of multi day hikes in Norway and Aurlandsdalen is one of the lesser known ones.

The Overland Track, TasmaniaThe Overland Track in Tasmania is one of the most famous multi day hiking trails in Australia.

How do you like our list of best multi day hikes?

On Thursday, September 17th, Changelog is taking over PlanetScale’s HQ in San Francisco for an evening of short talks and conversations about AI, developer tools and what people are building.

We’ll have three 20-minute conversations with some special guests with time for questions, food, drinks and hanging out.

We’re doing this Changelog-style: live conversations, questions from the room, drinks, and plenty of time afterward for the hallway track.

If you’re in San Francisco, register to come hang out!

PlanetScale HQ, 108 Natoma St, San Francisco.

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

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.comFly.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.

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

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.

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.

ZDNET’s key takeawaysAn issue is affecting iPhone 18 Pro Max users on AT&T.

If you’re having trouble with your iPhone 18 Pro Max on the AT&T network, you’re not alone.

More from ZDNETHow to fix the AT&T issue on iPhone 18 Pro MaxAT&T hasn’t explained what’s causing the issue.

The problems only affect the iPhone 18 Pro Max and not any other models (not even other iPhone 18 models), so it’s possibly tied to that model’s Qualcomm modem (the other iPhone 18 models use the Apple C2 modem).

Action needed: An important Apple Software update for your iPhone 18 Pro Max is available.

The scam starts with a sponsored Google link.

A new scam involving ChatGPT has emerged, and it might lead you to install malware on your computer if you’re not careful.

Artie Beaty/ZDNETThe custom GPT scamThe scam starts when you search “ChatGPT” in Google.

Like almost every Google search, you’ll see sponsored results, or paid ads, above the authentic search results.

What’s most convincing is that you’re on the actual ChatGPT domain and your account is logged in (if you were before).

If you’ve had trouble using tap-to-pay with your Pixel phone over the last few weeks, you’re not alone.

Turn on these 4 security settings to guard your cards and IDsIt’s not clear if the issue is with Google Wallet or the device.

Based on user reports, though, there are a few things you can try to get tap-to-pay working again.

Clear your Wallet cache: A few users reported that clearing the Wallet app’s cache permanently fixed the problem.

Use your watch instead: If you have a smartwatch with the Google Wallet app, you should defer to it for a while.

Rogue AI models, friendly AI hacking innocent companies, potentially thousands of AI-related security incidents being investigated, and AI agents acting as new entry points into corporate networks.

Also: Who’s responsible for catching rogue AI agents?

If so, we may be on the verge of a new hiring drive for AI-expert CISO counterparts: the CAISO, a chief AI security officer.

While the enterprise at large experiments with defining AI accountability and dividing responsibilities across different roles, technology can now assist businesses in maintaining control of their AI agents.

It’s easy to forget that each AI model, or agentic AI deployment, has an identity.

I actually remember SUSE Linux before it was SUSE Enterprise Linux or SUSE Enterprise Linux Desktop.

According to the official openSUSE blog, “Leap 16.1 is the first Leap release to offer an Immutable Mode, a transactionally updated system with a read-only root filesystem.

Does that mean Leap Immutable will be a sort of “immutable light”?

The answer is a resounding “no.” After a bit of digging, it became clear that Leap Immutable will be a fully immutable distribution.

If you were to accidentally run a malicious script on an immutable system, it would be unable to alter anything in those immutable directories.

Added in iOS 27 and iPadOS 27, this tries to protect you from social engineering scams.

More from ZDNETHow Impersonation Risk Detection worksLet’s say you’re using an app on your iPhone or iPad that supports Impersonation Risk Detection.

: This means that no suspicious activity was detected, but it doesn’t confirm that the action you’re about to take is safe.

How to enable Impersonation Risk DetectionTo enable the setting in iOS 27 or iPadOS 27, go to Settings and select Privacy & Security.

Swipe toward the bottom of the screen and tap the setting for Impersonation Risk Detection.

ZDNET’s key takeawaysPearson will acquire the AI skills platform Workera in H2 2026.

A recent Workera report in ZDNET indicated gaps in AI upskilling.

Together, the firms hope to develop the future of AI skills training.

Today, with AI, we’re able to bring learning closer to work because AI understands unstructured data,” Katanforoosh told ZDNET.

Pearson hopes that its heritage in the education space can usher in a new era of AI skills training, with the help of Workera, founded in 2019.

LLMjacking, the illegal use of AI resources, is a popular criminal trend in 2026.

Security experts warn that it’s not just artificial intelligence (AI) going rogue that we have to worry about — there’s also a booming underground economy for selling access to your AI models and computing power.

While cryptojacking describes stealing computing power to illicitly mine cryptocurrency, LLMjacking is the AI equivalent: using AI power and resources that don’t belong to you.

The rising cost of LLMjackingAs AI models offered by organizations, including OpenAI and Anthropic, continue to advance in sophistication, capacity, and skill, they require more computing power.

As the analyst points out, by le…

Pro, Business, and Enterprise users can start trying ChatGPT Space today on the desktop app and the web.

As in Google Slides, multiple users (and agents) can edit slides simultaneously; users can present directly from ChatGPT or export their slides to PowerPoint or Google, allegedly without disrupting formatting.

ChatGPT Work, launched in July as an answer to Claude Cowork, splices out non-coding-related tasks to give other types of workers an agentic boost.

Today, people develop ideas in ChatGPT, move the work elsewhere to share it, then bring feedback back to ChatGPT.

ChatGPT Space seems to do the same.

Amazon’s Kindle Unlimited deal is finally back ahead of the October Prime Day sale: Right now, you can sign up to get Kindle Unlimited totally free for your first three months — down from the usual price of $11.99 a month.

This deal is open to new Kindle Unlimited readers and select returning ones.

Kindle Unlimited includes bestsellers like The Fourth Wing and The Hunger Games series, and novels from popular authors like Colleen Hoover and Frieda McFadden, among many others.

We’re also expecting to see price drops on Kindle devices during October Prime Day next week, so keep an eye on our best deals page.

Don’t miss this deal to get Kindle Unlimited for three months at no cost.

Apple has released its first update to iOS 27 to fix an intermittent but annoying problem that could cause the iPhone 18 Pro and Pro Max to freeze or restart without warning.

As an iPhone 18 Pro owner, I’ve run into this hiccup a couple of times already.

In its release notes, Apple said that this one occurred on a small number of 18 Pro and Pro Max phones.

7 ways to extend battery lifeApple also didn’t share any details about the nature of the Face ID restart glitch.

If the Face ID authentication initially fails for whatever reason, you try once more by tapping the “Try Face ID Again” button in the alert.

ZDNET’s key takeawaysBose announced a new pair of wired USB-C earbuds.

They’ll be available beginning Oct. 15 for $99Shortly after announcing new wireless, clip-on-style open-ear earbuds, Bose aims to appease a different kind of fan by introducing a new product category: wired USB-C earbuds.

The Bose Noise Canceling Earbuds are one such hybrid digital/analog pair, fitted with Bose’s famed sound quality and noise cancellation without the hassle of wireless connectivity and frequent charging.

Wired audio with ANCThe Bose Noise Canceling earbuds feature Bose’s Quiet, Aware, and ANC-Off modes, allowing users to access noise cancellation, transparency, and off audio modes.

My Bose members can pr…

ZDNET’s key takeawaysAn upcoming Bose firmware update brings Bluetooth LE Audio to the QuietComfort Ultra headphones.

Nearly a year after releasing the QuietComfort Ultra Headphones (2nd Gen), Bose is gifting its headphones with some of the latest Bluetooth audio upgrades in an upcoming 10.12.12 firmware update.

The flagship headphones will soon support Bluetooth LE Audio, enabling Auracast and audio streaming via the LC3 codec.

Review: Bose QuietComfort Ultra Headphones (2nd Gen)Additionally, this firmware update includes expanded USB-C audio support, enabling higher-quality audio streaming during voice calls and using the headphones’ voice microphone while gaming.

The QuietComfort Ultra H…

ZDNET’s key takeawaysThis small WatchOS 27 update makes a big difference.

Apple rolled out the dynamic app grid on the Apple Watch.

Think about all the apps on the Apple Watch that you use on a regular basis.

WatchOS 27 is available on the Apple Watch Series 9, 10, 11, and 12, Apple Watch SE 3, and Apple Watch Ultra 2, 3, and 4.

You’ll have to update your iPhone first to iOS 27 to get the WatchOS 27 software update.

A few weeks ago, YouTube channel Gamers Nexus dropped an explosive two-hour video exposing just how extensive LG’s TV data collection has become.

Also: This LG TV jailbreak turns smart devices into spies, say researchersBut what exactly are they collecting, and what are they doing with it?

On its website, LG AdSolutions reveals that there are 49 million LG smart TVs currently operating in the US and 216 million used around the globe.

97-inch LG OLED TV Kerry Wan/ZDNETA data packet is more like a snapshot of what your smart TV is doing in that particular moment.

How long does your smart TV store user data logs?

A federal judge ruled that a sheriff’s deputy violated a woman’s Fourth Amendment rights when using Flock to search for her license plate without a warrant.

The CEO of Amazon Web Services tried to push back against widespread suspicion of data centers.

By his own admission, David Robinson is “something of a cliché”: an employee at a leading AI company who issues a dire warning while resigning from their job.

Bitchat has become largely unavailable in India as a result of the restrictions.

Vessev hopes its electric hydrofoil ferry will change the way people and cities think about boats.

Farooq Abbasi, an investor in Neko Health, talked to Equity about the hot health tech company and what's next for it.

We created a list of the most notable AI agents that can live in your text messages, from general assistants to agents designed for families, travel, and work.

Meta wants Muse in your TV and your toaster, so it's giving the code away for free.

The proposed legislation would extend to all automotica license plate readers.

Sean Parker, who once taught the music industry what asking for forgiveness looks like, is now back with the labels' blessing and money.

Your next opportunity could be one conversation away. Get your Expo+ Pass for just $75. Limited to the first 100 qualifying people.

Apple says it will add new controls around macOS’s Full Disk Access permission, warning that increasingly capable AI agents make broad access to users’ files, messages, mail, and browsing history riskier.

This week, the White House got nearly every major tech CEO in one room — Zuckerberg, Bezos, Musk, and Anthropic’s Dario Amodei among them — to sign an AI safety pledge that President Donald Trump called “morally binding.” Trump also signed an executive order officially rebranding AI as “super intelligence,” and meanwhile, Meta and OpenAI are putting friendlier faces on their AI products, even as the biggest money […]

With all the talk about how AI might one day ill us all, it's easy to forget that AI has already harmed some people, psychologically. Circuit Breaker Labs has created "crash test dummies" to solve that.

The roughly $110 billion deal is expected to close October 6.

"Scientists have discovered a virus that is a tiny bit human, carrying a gene it stole from our ancestors about 100,000 years ago," writes the New York Times. "And this virus may be using our own gene to infect us." Phys.org explains that it's "both an important gene for brain function and a jumping gene capable of moving and inserting itself into genomes." BC200 is found only in humans and related primates and was discovered in the late 1980s as an abundant noncoding RNA in human neurons. Although BC200's physiological function is poorly understood, evidence suggests it may be involved in regulating the translation of neuronal messenger RNAs into proteins... The researchers also suspect th…

While most magnets have two poles (north and south, or positive and negative), recent advances in quantum mechanics have revealed an "octupolar order," writes Phys.org, where a pattern of particles in a crystalline structure "behaves as if it has eight magnetic poles rather than the familiar two." Now, a team led by quantum physicists at the University of Toronto has established a new method for observing quantum magnetic states using light to probe the atomic vibrations produced as electrons spin. The work is a critical first step toward harnessing multipolar magnetism for practical technologies, including next-generation data storage and computing devices.

"We identified new signatures of…

404 Media reports: "We will not add facial recognition to our devices," Flock CEO Garrett Langley said in a recent video. But other, third-party companies are telling cops that they are willing to add facial recognition to data gathered by Flock cameras in order to "close that gap." A company called VIDIZMO is advertising the capability to export footage from FlockOS to its own platforms that do facial recognition, behavior prediction, and racial and gender analysis on live camera feeds. VIDIZMO is a several decades-old video analysis and database company that has started offering facial recognition technology to cops within the last six months. In a May email to Johnson City, Tennessee, de…

Spaceflight Now reports: "A SpaceX Falcon Heavy rocket launched from Florida Thursday night on a classified mission for the National Reconnaissance Office, America's spy satellite agency... The NRO has previously flown payloads on 22 Falcon 9 rockets but this is the first time it has used the heavy-lift Falcon Heavy, which consists of three Falcon 9 boosters and an upper stage, topped by a payload fairing. The powerful rocket, which lifts off under the power of 27 Merlin 1D engines, was introduced to great fanfare in 2018 and made its 14th flight Thursday night... NROL-97 was SpaceX's third Falcon launch of the day. In addition to the Crew 13 mission, the company launched 130 payloads on th…

U.S. President Donald Trump "doxxed" a U.S. senator today, writes the Washington Sun, by posting his cell phone number "as part of a plea for his Truth Social followers to badger his Republican ally into making daylight saving time permanent." When The Washington Sun called the number minutes after Trump's post, a recording said the mailbox was full and could not receive messages... [Senator Tom] Cotton has long detested the idea of making daylight saving time permanent. In a Senate floor speech last year, Cotton said doing so would "make winter a dark and dismal time for millions of Americans," particularly harming kids. The Senate was only able to unanimously pass the bill in 2022 because…

Phoronix reports: Steam on Linux use in March hit an all-time high of around 5.33% marketshare. Since then it pulled back to around 4% while for September 2026 the Steam Survey results... indicate a rather steep decline of 0.85%, down to 3.05%. Meanwhile macOS is at 1.92% and Microsoft Windows at 95%... Steam's Survey reports a 7.42% increase in Chinese use, up to 31.39% overall of the Steam population. Usually those large month-over-month swings where Steam China use shoots up dramatically is a boost to Windows and a detriment to Linux. Some attribute the large increases in Simplified Chinese use to being a reporting/sampling issue. When diving into the Steam Linux data exclusively, CachyO…

"The winner of the Nikon Small World in Motion competition is under investigation," writes the photography news site PetaPixel , "after scientists accused Dr Ning Xu of using AI in his video." The Nikon competition is about showcasing the beauty, complexity, and artistry of the microscopic world. The entries are abstract, often baffling to laypeople. But when Dr Xu was announced as the winner last month, members of the scientific community began to cry foul. "There are many serious problems with this video," Edward Phelps, associate professor at Florida University, says on LinkedIn. Phelps points out that "purple structures pop in and out of existence" and "green cilia also appear from nowh…

The Guardian reports that California governor Gavin Newsom signed laws on Wednesday "aimed at protecting California workers from the threats of artificial intelligence , including potential job losses and workplace surveillance."

The laws ban employers from using the technology to predict a worker's emotional state by using their biometric data, require employers to send written notices to workers if AI is responsible for mass layoffs and ban employers from relying on AI to decide to fire someone... The governor signed a law this month requiring operators of AI chatbots to perform risk assessments before rolling them out and an executive order requiring the state to consult with experts to …

An anonymous reader quotes a report from Ars Technica: Rendering Doom in a database is obviously a bad idea," Lukas Vogel writes in a lengthy blog post explaining how exactly he managed to render Doom using an SQL database. OK, that's not entirely accurate. The SQLDoom project uses a small Python client to handle input and output, drive the game's timing, and display each frame to the screen. Behind that, a series of CedarDB tables tracks the game geometry and state, while about 1,300 lines of SQL queries spread across 89 common table expressions implement the game logic and generate 35 bitmap framebuffers per second. In this, SQLDoom is a major improvement over Vogel's previous DoomQL proj…

Flock's cameras offer "indiscriminate mass surveillance," a U.S. federal judge wrote in a ruling Thursday, as does any system with "continuously updated" location histories for all the vehicles filmed by automated license plate-reading cameras. The judge's ruling included italics for emphasis when describing "the question of why is it the government's business where everyone goes all the time?" Judge Hill: We might reasonably expect our friends and family to tell us something like: "Hey, I saw you out driving by the store last week." But we do not expect people we know — let alone strangers, and especially not law enforcement — to randomly approach us to say: "Hey, I have been following you…

An estimated 2.3 million cancer cases worldwide in 2024, about one in eight, were attributable to infections, according to a study published in The Lancet Oncology. "This recent Lancet data is a profound reminder that a significant portion of our global cancer burden is fundamentally preventable," said David Greenberg, MD, of Hackensack Meridian Jersey Shore University Medical Center, in a news release. "We have historically siloed infectious diseases and oncology, but they are deeply intertwined. By shifting our focus toward aggressive infection control, we can literally vaccinate and treat our way out of millions of future cancer diagnoses." From a report: The study found that an estimate…

Longtime Slashdot reader Geoffrey.landis shares a report from NPR: Google just put a refrigerator-sized satellite into space, part of a research project the company hopes can pave the way for orbiting AI data centers powered by the sun. The prototype satellite has four specialty chips in it called Tensor Processing Units, or TPUs, that Google designed for machine learning and has already deployed in data centers on Earth. The chips will run a version of the company's Gemma AI model for 15 minutes at a time due to heat management constraints, using the open weight model to answer simple queries. In a blog post, Google said the mission will gauge how the TPUs handle "the physical stress of sp…

An anonymous reader quotes a report from Reuters: The state of New Mexico asked a judge on Thursday to order Meta Platforms to pay between $35 billion and $40 billion in penalties after a jury found the company had misled consumers about the privacy of their data on Facebook in a case that came out of the Cambridge Analytica scandal. Attorneys for New Mexico made the request at a hearing in a lawsuit brought following revelations that the British political consulting firm, which worked on Donald Trump's 2016 presidential campaign, harvested personal data from as many as 87 million Facebook users through a third-party app without their consent. The jury returned its verdict on September 25. …

Researchers from Carnegie Mellon, MIT, NYU, and Stanford have built an AI called Ataraxos that finally cracked Stratego, beating four-time world champion Pim Niemeijer 15 games to one with four draws. Its key advantage was a second neural network that estimates the identities of hidden enemy pieces, letting the system search plausible game states rather than brute-force a massive hidden-information space. Ars Technica reports: Just like [DeepMind's DeepNash, introduced in 2022], Ataraxos learned by playing against itself -- 163 million games in total. In these self-play sessions, moves that led to wins were reinforced and played more often in future matches, while moves that led to losses w…

The best Stratechery content from the week of September 28, 2026, including Meta's focus, what OpenAI is doing, and Mao and NBA Media Day.

The best Stratechery content from the week of September 28, 2026, including Meta's focus, what OpenAI is doing, and Mao and NBA Media Day.

Проблема копателя колодцев никуда не исчезла. Он может стать водопроводчиком, инженером, владельцем водоканала или экскурсоводом по старым колодцам. Но сначала ему придётся признать неприятное: навык, вокруг которого была построена значительная часть его профессиональной личности, перестал быть дефицитом.

An interview with Jason Del Rey about Amazon versus Meta, which is a continuation of the oldest battle in retail between Amazon and Walmart.

OpenAI's Dev Day showcased a product that is, frankly, pretty confusing. However, there is more vision here than it might seem.

Meta has the chance to own the consumer agentic space; going for enterprise is a big mistake.

Добрый день, у вас есть совет как прокачать проектирование и презентацию работы в юай-юикс-дизайне?

Тут вышел sonnet 5.5: anthropic.com/claude-sonnet-5-5

Не собираюсь обсуждать качество модели, расскажу как манипулируют рассказом. Из графика очевидны две вещи: Новый соннет 5.5 лучше во всем старого соннета 5.

Новый соннет 5.5 почти такой же, как новый более дорогой (по токенам) опус 5.5. Так ли на самом деле? Предлагаю глянуть официальный график из того же анонса. Я всего лишь подпишу значения на графике их же тултипами. Выходит, соннет 5.5 чуть хуже и на 36,5% дороже опуса 5.5. Может другой график лучше? А тут соннет 5.5 не просто чуть-чуть хуже, он еще и в 52 (sic!) раза дороже. Отчасти, это проблема бенча Frontier Code v1.1, он такой по своей идее. Но не в 52 же раза!

В итоге соннет 5.…

Agents are the ultimate Aggregators; they reveal apps as a means, not an ends, and providing them is tech's biggest prize.

Agents are the ultimate Aggregators; they reveal apps as a means, not an ends, and providing them is tech's biggest prize.

Watching discussions happening online, I see a frequent unfortunate tic I’ll

call the Expert Asterisk. A beginner is asking for help, and experts are

answering. Then in the spirit of completeness, an expert throws in a fact or

detail far from the learner’s abilities or needs.As an example, here was an interaction about git: a new learner was having

trouble getting properly oriented. They were asking how branches relate to

directories, and how to undo a change. They knew about git init but

didn’t know how it related to changing projects.

newb: so every time I change project I simply do ‘git init’ on them?

expert1: ‘git init’ is for creating a new project.

expert2: you change your working dir…

Yesterday, I received this email as a response to You Can't Vibe Code Love. It's such a remarkable and powerful statement that I asked permission to share it here, in its entirety, with personal information redacted:Hey Jeff,Hope you and your family are doing well.

The best Stratechery content from the week of September 21, 2026, including Meta vs. Amazon, GM bending the knee to CarPlay, and profiling the profiler.

The best Stratechery content from the week of September 21, 2026, including Meta vs. Amazon, GM bending the knee to CarPlay, and profiling the profiler.

I have exciting news.View on my website

An interview with Colossus EIC Jeremy Stern about profiling Mark Zuckerberg and other prominent tech figures.

Meta needs Walmart to wait out Amazon; Expedia seeks to keep its middleware position; meanwhile, where is Google?

Здравствуйте! Я делаю сервис верификации фискальных чеков. Столкнулся с личной болью: пришлось в суде доказывать, что чек не поддельный. Обычная бумажка ничего не значит. Сервис проверки чеков, который есть у ФНС ещё хуже, чем любые другие аналогичные сервисы. Они просто теряют на половине пути часть данных.

Сейчас я заключил договор с ФНС, у меня есть прямой доступ к полным сырым данным чеков (JSON). Условия договора: я предоставляю бесплатный публичный доступ к своему сервису. Данные есть, а макета нет.

Задача: разместить весь этот массив (100+ служебных ключей, узлы, вложенные массивы товаров) на стандартном листе А4. Листов может быть несколько, но формат узкой чековой ленты или ветки (…

Amazon predictably blocked Muse, but there is room for a deal based on the reality that Amazon's physical world investments are an AI moat.

Расскажите о списке

Pacing the frontier may be sincere, but it would also be strategically useful for the frontier labs to have time to reduce overhangs caused by model advancement.

Pacing the frontier may be sincere, but it would also be strategically useful for the frontier labs to have time to reduce overhangs caused by model advancement.

The best Stratechery content from the week of September 14, 2026, including the view from anywhere but San Francisco, the limited potential for a pacing deal, and the Salesforce zag.

Writing warm-upsTake five random words and fit them all into one paragraph.

Random nouns make great story seeds; random adjectives help you describe things in new ways.

Naming thingsA random word is a good spark when you need a name for a project, a team, a pet or a character.

Pick two random words and combine them.

Designers use random nouns as drawing prompts, and teachers use them for quick-fire classroom games.

The arena, the troops, the towers and every hit are simulated by the project's C++ engine, the same code the full agent trains against, compiled to WebAssembly.

The attacker is dropped at a random spot on the enemy side (a Goblin Barrel is thrown at a random spot around one of your towers).

The network chooses a legal cell for your defender, then a delay from 0 to 5 seconds.

The reward is the share of the no-defence tower damage it prevented.

It learns with REINFORCE, the simplest policy-gradient method: tries that beat the usual result for that spawn become more likely.

TinyCodecA lossless codec in 45 lines of C code.

CLITo use the CLI, use pack to encode an image and unpack to decode it into a PNG.

tcom pack image.png tcom unpack image.tcomThe CLI in tcom_dependency.c supports PNG, BMP, PNM/PAM, QOI and WebP.

The CLI and format adapter is 164 lines, minus the image libraries.

This was done on a 9950x3d, measured in memory without file I/O and all decoded pixels matched as they should.

KodawariFind where to live anywhere in Japan by what you care about.

Kodawari colors every 100m square of the country by stations, supermarkets, schools, parks, cafés, vintage shops, quiet streets, land prices and more, weighted by your own priorities, on foot, by bike or by car.

ã‚ãªãŸã®ã“ã ã‚ã‚Šã§é¸ã¶ä½ã¿ã‚„ã™ã•ãƒžãƒƒãƒ—ã€‚æ—¥æœ¬å ¨å›½ã‚’100må››æ–¹ã”ã¨ã«ã€é§ ãƒ»ã‚¹ãƒ¼ãƒ‘ãƒ¼ãƒ»å­¦æ ¡ãƒ»å ¬åœ’ãƒ»å¤ç€å±‹ãƒ»é™ã‹ã•ãƒ»åœ°ä¾¡ãªã©ã€ã‚ãªãŸãŒé‡è¦–ã™ã‚‹æ¡ä»¶ã§è‰²åˆ†ã‘ã—ã¾ã™ã€‚å¾’æ­©ãƒ»è‡ªè»¢è»Šãƒ»è»Šã«å¯¾å¿œã€‚The map needs JavaScript.

/ 地図の表示にはJavaScriptãŒå¿ è¦ã§ã™ã€‚

Article URL: https://arxiv.org/abs/2608.08253

Comments URL: https://news.ycombinator.com/item?id=49950478

Points: 2

# Comments: 0

This is created for the purpose of learning about VMs, disassemblers and property based testing.

Inspired by Justin Meiners and Ryan Pendleton's Write Your Own VM.

To test out the LC3 instruction implementation, I am using 2 kind of tests:Property based tests which makes use of Hegel's library for Golang, hegel-go, found in instructions_property_test.go.

Traditional example based tests, found in instructions_test.go Inspired by Justin Meiners and Ryan Pendleton's Write Your Own VM.

The tests (both table based tests and property based tests) and the emulator are written with the aid of LLMs.

CallChatSyn APIUse your business's CallChatSyn answering bot and booking calendar from your own website, app or AI agent.

Founder offer: free for the first 1,000 businesses Answering bot, order status and bookings through the API on any plan, with no trial expiry (up to 100 API calls a day, 2,000 a month).

curl https://callchatsyn.com/api/v1/answer \ -H "Authorization: Bearer ccs_demo_public" \ -H "Content-Type: application/json" \ -d '{"message": "Where are you located?"}'

Send it on every request as Authorization: Bearer ccs_live_… .

Answer a customer's messagecurl https://callchatsyn.com/api/v1/answer \ -H "Authorization: Bearer $CCS_KEY" \ -H "Content-Type: application/json" \ -d '{"mes…

SECOND STRIKE: real-time world war strategy on a 3D globeSECOND STRIKE is a free real-time strategy game played on a satellite view of the real Earth.

Every nuclear detonation moves the shared MIDNIGHT clock.

At zero, whoever strikes midnight is wiped out and the world goes into a minute of nuclear winter.

The game needs JavaScript and WebGL.

Read the how-to-play guide, or turn JavaScript on to play free in your browser.

See every style in motionEach preset is animated live.

Type any text to see how your subtitles will look.

Three real projects, four install phases, eight package managers, against the live npm registry.

On GitHub CI jpm is the fastest in 9 of 12 cells; the other three are shown as measured.

Machine GitHub CI, Linux macOS, M4 Max Windows 11 Phase cold warm ci repeat Project nitro nuxt nextNo cache, no lockfile, no node_modules.

Defender scans every file an install writes, and it scans files written by node.exe (npm, upm) far more cheaply than files written by native tools like jpm, aube and pnpm.

On Windows jpm is the fastest on next, not yet on nuxt.

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Last year I spent 40 minutes hunting for an article on "Writing the perfect Best Man's Speech" I'd read the week before. I remembered the gist, roughly what the page looked like and even a picture. Chrome history gave me 30 tabs with none matching the missed page. Google gave me the marketing/SEO farm pages for professional speech writers and listings from UpWork. That kept happening to me. Browsers remember where you went, not what you read. So in Aug 2025 I shipped a small extension that searched the text inside your open tabs. A few dozen people used it, rated it 4.9, and every single piece of feedback was some version of "cool, but the page I need is the one I already closed." Fair. So …

Hey everyone! I've been working on Nudge, a little app for the things you're looking forward to: a trip with friends, a birthday, a reunion, or finally seeing your partner again, etc. Nudge on the App Store https://reddit.com/link/1wx8oka/video/gw163ksbceth1/player You make a countdown and share it with the people involved. While you're waiting, you can send little emoji or message nudges, add photos to the countdown, and keep it on your Home Screen or Lock Screen. It's free, including the widgets. No ads, no subscription, and no separate account to create. It uses iCloud for storing the data. I'm still growing it, and I'd love people to try it with their friends and tell me what feels fun,…

Give Claude or Codex a topic and it makes the video. It writes the script and draws each scene in code. The voice runs locally, so you need no voice API key. I built it and made it open source. https://github.com/vincentsch/explainroo submitted by /u/vincent_sch [link] [comments]

we're building greypaint, a mac updater for apps and dev tools. paid, 14 day free trial then $6.49 lifetime what it does now: apps plus homebrew, npm, pnpm, uv tools in one window uses the update source each app already has checks every install, same developer and macos accepts it roll back if an update breaks something public page greypaint.app/apps, search any app and see how it updates or that it cant yet 1.3 is out with an all new glass look every feedback and support request gets read and worked on by one of us. so far thats what's kept our first users around submitted by /u/casualhermit [link] [comments]

About a year ago, I had an idea that sounded slightly ridiculous: What if I built my own music streaming platform? I’m an independent artist/producer who’s been making and releasing music for more than a decade. I also work in IT and have always been heavily interested in technology. Like a lot of independent musicians, I became frustrated with how difficult it is to get music discovered when you don’t already have an audience. Eventually I stopped asking, “Why doesn’t somebody build this differently?” And started asking: “Could I actually build it?” So I did. It’s called Sonik Music. What started as an idea has turned into a functioning music platform with a web application and native iOS …

Swing your phone, play pickleball on any computer! Discussion | Link

AI customer support in one shared inbox powered by AI agents Discussion | Link

claude design but for editing professional videos faster. Discussion | Link

Tiny disputes, gently settled by a capybara judge Discussion | Link

An AI code editor that checks its own work Discussion | Link

Makes your Notch more fun, interactive and useful. Discussion | Link

Mac screen recordings that look edited when you hit stop Discussion | Link

Turn any YouTube video into accurate, playable guitar chords Discussion | Link

A coach for you Workouts, food, and how you feel Discussion | Link

Animated AI Status Indicator Component Library for React Discussion | Link

Design Apple Wallet passes and see the real card Discussion | Link

AI market research with synthetic populations Discussion | Link

Meta's open-source kit for building your own AI gadgets Discussion | Link

Your day, shaped into a story. The planner for makers Discussion | Link

App folders for your Mac Dock, designed your way Discussion | Link

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Sept. 28 – Oct. 02) appeared first on EU-Startups.

Breye Therapeutics (Breye), a Danish clinical-stage biopharmaceutical company developing oral therapeutics for the early treatment of retinal diseases, has closed an oversubscribed €67.5 million Series A financing round. The round was co-led by new investor Mission BioCapital and existing investor Novo Holdings, with participation from existing investor Sound Bioventures and additional new investors, including the […]

The post Denmark’s Breye Therapeutics raises €67.5 million to advance oral therapies for early treatment of retinal diseases appeared first on EU-Startups.

For a long time now it has been hard to escape the impact AI has been having on our daily personal and professional lives. What may have started as a curiosity for many; generating an image, asking a chatbot a question or experimenting with a new productivity tool, has rapidly developed into a technology reshaping […]

The post Top 50: Europe’s most influential AI leaders appeared first on EU-Startups.

Europe may regularly be criticised for struggling to turn scientific excellence into global technology giants, but data published this week by the World Intellectual Property Organization’s (WIPO) Global Innovation Index (GII) 2026 offers a useful counterweight to that narrative. According to the findings, 6 of the world’s 10 most innovative economies are European, giving the […]

The post 6 of the world’s top 10 innovators are European, but VC tells another story appeared first on EU-Startups.

Kuro Technology, a Berlin-based ConTech startup that builds AI software to help general contractors, has raised €10 million in a funding round. The round was led by UVC Partners, a Munich- and Berlin-based venture capital firm with more than €800 million in assets under management and known for backing companies such as Isar Aerospace, Proxima […]

The post Berlin-based Kuro raises €10 million to build the AI ​​foundation for general contractors appeared first on EU-Startups.

Dublin-based Guinness Enterprise Centre (GEC) has announced a new network of partnerships with innovation hubs across the UK, aiming to make it easier for Irish startups to enter and establish themselves in the country. This comes amid renewed debate over the UK’s future relationship with the EU, after UK Prime Minister Andy Burnham said this […]

The post GEC expands Ireland-UK startup network amid renewed EU debate appeared first on EU-Startups.

Omnio, a Umeå-based BioTech startup, has raised an oversubscribed €2.9 million round from existing investors and shareholders to advance its plasminogen-based therapy for hard-to-heal chronic wounds toward clinical studies. This funding follows a €4.3 million financing round completed in spring 2025 to complete its GMP manufacturing process and move toward clinical trials. The company notes […]

The post Sweden’s Omnio raises €2.9 million to advance its plasminogen-based therapy for hard-to-heal chronic wounds appeared first on EU-Startups.

Good Tape, the Copenhagen-based AI transcription company, has raised €600k from Nordic Makers, an investment group founded by former unicorn founders that invests its own capital in early-stage Nordic startups, with an average ticket size of €500k. Zendesk co-founder Alexander Aghassipour led the investment for Nordic Makers and has joined Good Tape’s board. Good Tape […]

The post Copenhagen’s Good Tape raises €600k and becomes independent from Zetland; Zendesk co-founder joins board appeared first on EU-Startups.

Manchester-based Revnu, an AI platform aimed helping business find customers and build their sales pipeline, has raised €2.6 million ($3 million) in order to build their team, accelerate its growth in the UK and US, and support expansion into further international markets. The round was led by NPIF II – PXN Equity Finance, which is […]

The post AI sales startup Revnu raises €2.6 million to build team and accelerate international growth appeared first on EU-Startups.

Right now, dozens of countries are competing for digital nomads, and this rivalry grows fiercer by the year. But when governments talk about attracting talent, it usually boils down to visas. But visas are the very end of the funnel, and the conversation needs to start much earlier. Before someone applies for a visa, they […]

The post How governments are winning the Tech talent war appeared first on EU-Startups.

Metaview, a London-based agentic recruiting platform that automates sourcing, application review, interviewing, reporting and hiring workflows, has raised €53.1 million ($60 million) in Series C funding. The round was led by Insight Partners, with participation from GV, Intrepid Growth Partners, Seedcamp, Vertex Ventures US, Plural, and Garuda Ventures. This funding comes just a year after […]

The post London’s Metaview raises €53.1 million Series C led by Insight Partners to scale its agentic recruiting platform appeared first on EU-Startups.

Earlier this month, we were invited to Singapore by NUSX – the National University of Singapore’s innovation and enterprise arm – to film at the A5X conference. The result is a special interview series in collaboration with NUSX, featuring founders, investors and academics from across the globe. Our focus: the shared challenges facing DeepTech ecosystems, […]

The post The EU-Startups Podcast | Our Interview Series from A5X Singapore, in Partnership with NUSX appeared first on EU-Startups.

LAUNCHub Ventures, a Sofia-based venture capital firm, has announced the first close of its third fund, targeting more than €75 million. The first close has already secured €65 million in commitments from leading international financial institutions, regional entrepreneurs, family offices, and more than ten LAUNCHub portfolio founders who have exited their own companies to support […]

The post Sofia-based LAUNCHub Ventures secures €65 million first close of Fund III; targets €75 million+ appeared first on EU-Startups.

Foundational, a London-based SpaceTech startup developing infrastructure for a more precise understanding of Earth and orbit, has emerged from stealth with €9.6 million (£8.2 million) in pre-Seed funding. Participants in the round include early-stage VC Inflection, London-based early-stage VC BACKED, Nordic VC firm Final Frontier, New York-based early-stage venture firm Adjacent, and California-based Type One […]

The post London’s Foundational exits stealth with €9.6 million to track satellites and debris with “millimetre-level” precision appeared first on EU-Startups.

DIG Ventures, the London-based venture capital firm backing the enterprise and cloud infrastructure companies underpinning the future of AI, has announced the close of its third fund at €106 million ($120 million). Fund III is backed by institutional LPs including Horsley Bridge, Sofina, Granite, and a leading US university endowment. The company also announced a […]

The post MuleSoft founder’s DIG Ventures closes €106 million Fund III to back Europe’s AI and cloud infrastructure startups appeared first on EU-Startups.

This week, we tracked more than 70 tech funding deals worth over €3.9 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

This week took me from Bilbao to Angers.

I’ll be following up on both, particularly the startup, scale-up, and European sovereignty angles.

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.

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

Swedish fintech Trustly today said it had received more than $40m in equity investment commitments from two key shareholders to underpin its planned growth strategy.

The equity is being provided by its main shareholder, Nordic Capital, and another key shareholder, Alfvén & Didrikson.

The capital raise is expected to conclude in November 2026.

Trustly’s other existing shareholders will be offered the opportunity to participate in the capital raise, Trustly said.

Johan Tjärnberg, Group CEO of Trustly said: "This commitment from Nordic Capital and Alfvén & Didrikson is a vote of confidence in Trustly and where we’re headed."

The CEO of Lakestar-backed UK open banking startup Yapily says the fintech prefers to “remain on the sidelines” amid expected further consolidation in the open banking sector.

Yapily CEO and founder Stefano Vaccino made the comments as new figures show Yapily, an open banking infrastructure player which let businesses access bank data and initiate open banking payments, posted improved revenues and profits in 2025.

Future funding, he said, would be carried out “if we think open banking needs an acceleration”.

Meanwhile, the open banking sector has seen recent consolidation.

Payment company Paypoint has acquired open banking company obconnect while open banking company TrueLayer has acquired…

Adaptive AI study platform StudyStash has been acquired by edtech company Kortext, a year after its founders graduated from the University of Birmingham.

StudyStash is an adaptive learning platform that turns course content into personalised flashcards, practice tests and podcasts.

Ben Ward, co-founder and CEO of StudyStash, said the platform was initially created to address a problem he and Graham had encountered themselves.

We've proven we can build, sell and scale and now Kortext gives us the reach to drive StudyStash to reach its full potential.

Founded in 2013, Kortext works with thousands of universities worldwide, providing digital content, analytics and AI-powered workflow solutions…

London healthtech startup Lottie has acquired 25-year-old care billing software provider CareMaster, its second care software acquisition, as it expands its use of AI to tackle some of the most time-consuming manual processes still underpinning the UK’s strained social care sector.

The acquisition comes as the social care sector faces increasing pressure to digitise, with rising demand and more complex care needs putting already stretched budgets and workforces under further strain.

Lottie has spent the past four years developing market-leading, care-specific technology to overhaul age-old manual customer processes in social care, including how providers manage care enquiries, occupancy, bi…

Snyk, the London and Tel Aviv-founded cybersecurity firm, laid off more than 200 employees earlier this year, more than double what was reported at the time, according to a new filing.

New financial figures for the cybersecurity firm, which has raised more than $1bn from investors including Tiger Global, also show that Snyk revenues topped the $300m mark in 2025, helped by customer wins.

Snyk, founded in 2015, has undertaken several rounds of job cuts in recent years.

The latest round of job cuts took place in June this year, with media reports suggesting that 90 employees were being laid off.

Snyk has also been building an AI security business alongside its developer security products.

The company initially focused on helping employers reimburse employees for charging company electric vehicles at home.

Voltaback's platform combines data from electricity bills, meters and connected vehicles to reconstruct individual home charging sessions and calculate their cost based on the employee's electricity contract.

The company is targeting a growing market as businesses transition their fleets to electric vehicles.

Voltaback has since expanded the platform beyond electric vehicle charging.

Fleet managers can connect combustion-engine vehicles as well as electric vehicles to track mileage, calculate benefits in kind and report CSR indicators without deploying telematics devices.

Good Tape started as an internal tool at Zetland, the Danish member-funded newsroom.

Today Good Tape launched Explore, which connects every new recording to everything a user has transcribed before.

"Good Tape was built inside a newsroom by people who needed to trust where their interviews ended up.

With Explore, Good Tape goes from transcribing your interviews to also connecting them, and it's still safe for your most sensitive material," said Finderup.

Why Good Tape bought out ZetlandThe investment was part of a management buyout that made Good Tape an independent company.

Belgian tech companies raised €1.09 billion in H1 2026, although funding was highly concentrated at the top of the market, with Kpler accounting for around 79 per cent of the total capital raised.

Early-stage deals made up a significant share of activity by number, while larger later-stage and growth investments drove the overall funding value.

Series A rounds attracted around €50 million, seed funding reached close to €38 million, and pre-seed rounds raised approximately €5.5 million.

Analytics led by value due to Kpler's €859.2 million investment, followed by software with around €97.6 million and transportation with €35.5 million.

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

A startup launched in light of Russia’s invasion of Ukraine whose tech helps NATO and governments detect hostile threats before they escalate has raised €8.5m in a Series A funding round, it said today.

The funding round in Osavul was led by 33N Ventures, the Europe-based global cybersecurity investor, with participation from Balnord, G+D Ventures and existing investor 42CAP.

Osavul's AI platform identifies hostile activity, be it cyber threats or physical threats, before the attacks materialise.

It scans large amounts of online and open-source data to detect disinformation campaigns, hostile activity and cyber threats.

The startup says it will use the funding to grow its enterprise clients…

Trace.Space has launched Trinity, a hardware engineering platform aimed at helping robotics, aerospace, automotive, defence, and other hardware teams move from prototypes to products manufactured at scale.

Trinity connects requirements, testing, design parameters, and product variants in one system, while giving AI agents access to that engineering data.

Trace.Space works with engineering teams including Lucid Motors, Serve Robotics, Xiphos, TMAP Mobility, and StandardX.

It is also built around a configurable graph capable of accepting different types of engineering data, with native support for design parameters and variant management.

From AI agents to physical AIIn February, Trace.Space …

Global VC Headline today announced the close of Headline EU VIII, its eighth early-stage fund dedicated to European founders.

The $400 million fund will back Seed and Series A companies across Europe, with a focus on AI.

Headline's early-stage European investments include Mistral, Black Forest Labs, Fundamental Technologies, Attio, Bioptimus, AMI Labs, Recursive Superintelligence, Farfetch, Raisin, Natural Cycles, Staffbase, DeepIP, Payflows, Primo, Searchable, Notch, and Procure AI.

“Headline has been much more than a Seed investor in Mistral,” says CEO Arthur Mensch.

“We can lead a first round and, through Headline’s Global Growth Fund, a round of $100 million or more.

Berlin-based voice AI company Deepslate has raised €7.7 million in a seed round led by Munich-based technology investor 42CAP, with participation from Alstin Capital, existing investor SIVentures and several business angels.

Deepslate develops its own speech-to-speech AI models, which process spoken language directly rather than first converting speech into text.

Conventional voice AI typically converts speech into text, processes it through a language model and then converts the response back into speech.

The architecture allows the underlying language model to be replaced without retraining the entire system.

Deepslate offers the model through a self-service platform and API, while volume…

European venture capital firm DIG Ventures has closed its third fund at $120 million to invest in early-stage companies building AI-native enterprise and cloud infrastructure.

Fund III is backed by limited partners including Horsley Bridge, Sofina, Granite and a leading US university endowment fund.

The fund plans to back approximately 30 European companies at the pre-seed and seed stages, with a focus on infrastructure underpinning AI-native enterprise software.

DIG draws on its team’s operating experience to support portfolio companies, particularly as they develop their go-to-market strategies and expand internationally.

With Fund III, DIG plans to continue backing European founders deve…

London-based space technology company Foundational has emerged from stealth with £8.2 million in pre-seed funding to expand its satellite positioning infrastructure and further develop its data platform.

The company is focused on automating and scaling Satellite Laser Ranging (SLR), a method used to determine the position of satellites and other objects in orbit.

Foundational combines satellite-mounted retroreflectors, automated ground-based laser stations and a software platform that processes and delivers the resulting data.

Foundational will use the funding to expand its ground-station network, vertically integrate the manufacturing of its space-based hardware, increase production of its…

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.