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Sara Tasneen, who says she was forced to marry a man nearly twice her age when she was 15 years old, told the BBC that it felt "surreal" to finally have the state recognise that child marriage should be banned.

She says she started lobbying for this herself in 2017.

;Then generate a parser from it:bin/ycc -c ascii -f hello.y -aThis writes hello.cpp (an amalgamated, self-contained parser with its own main() ) and hello.log .

0# -t1 prints the parsed AST $ ./hello -s " hello world " -t1 0:start_1(1:stmts_1(2:stmts_2(3:stmt_1(4:ID(hello))) 2:stmt_1(3:ID(world))) 1:_tEND ())# fails: ID only matches letters, "123" isn't valid input for this grammar $ ./hello -s " hello 123 " s1-err: ?

A hand-written recursive-descent or bottom-up parser would have to build extra AST classes and a separate walking pass to get this ordering.

Beyond that, Yantra targets C++ only (ANTLR generates for many languages) and ships its own integrated lexer with mode-stack support ins…

Through HIDTA systems, local license plate data can be accessed by various federal agencies, including those who may not have contracts themselves with the ALPR companies.

“The whole scheme adds another layer of obfuscation of how license plate reader data is being used and who is using it.

No doubt this database contains license plate reader data from Flock as well as from other providers of license plate reader technology.

“Accordingly, DEA does not create, possess, maintain, or control HIDTA program records, nor does it store such records in any of its systems of records.

Since DEA has no custody or control of HIDTA records, no HIDTA records responsive to Plaintiff’s request exist within…

One-shot anomaly detection on the command line¶ Give jevotron a file and a little guidance.

Get field-level anomaly scores, a focused review queue, and a cache that makes the next run cheaper.

Run your first scan Explore the commands Install agent skillsjevotron / airports.csv $ jevotron scan airports.csv --guidance "Check airport locations."

Agent traces / JSONL Classify public agent traces and individual steps, then compare with published labels.

Agent traces: a measured pilot¶On a small, length-filtered sample of 24 public traces, jt matched 130 of 163 step-quality labels (79.8%).

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EDG Compiler ProjectWelcome to the open source EDG C/C++ compiler project!

AboutThe EDG C/C++ front end is the primary focus of this repository.

Note If you would like to build a local copy of the documentation see the documentation build guide.

If you are looking to make changes to the front end, please see the contribution guide and the development guide for quickly getting setup.

Tips, Tricks, & TutorialsTo further aid humans and AI agents in product development there is additional documentation for tips, tricks, and tutorials that can be found in the development annex.

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.

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Whereas URSALA was a “general search” satellite, RAQUEL was described as a “directed search and technical intelligence” satellite.

[41] In the mid-1980s, several of the FARRAH signals intelligence satellites intended for shuttle launch were switched to use converted Titan II ICBMs.

“Mission 7300 Program History.” Peter B. Teets, Director, NRO, “Termination of FARRAH-1 (Mission 7346) Mission Operations,” November 12, 2004.

“Mission Planning Mission 7300,” contained in “Chapter 5, Command and Control,” [n.d. but probably 1990], p. 41.

Section II, “The [Deleted] Low Earth Orbit SIGINT System (Mission 73XX), November 3, 1989, C05098800 “Mission 7300 Program History,” n.d., C05098534.

Titles and abstracts of 33,580 programming languages papers, from the first POPL in 1973 to this year's proceedings.

Try gradual typing , author:"Xavier Leroy" , "separation logic" concurrency , effect handlers , title:egraphs , incremental computation , ownership types -java .

Gemini 4 Argon (High) is amongst the leading models in intelligence and reasonably priced when comparing to other models of similar price.

The model supports text and image input, outputs text, and has a 1M tokens context window.

Gemini 4 Argon (High) scores 53 on the Artificial Analysis Intelligence Index, placing it well above average among comparable models (median: 26).

Pricing for Gemini 4 Argon (High) is $2.00 per 1M input tokens (moderately priced, median: $2.00) and $10.00 per 1M output tokens (moderately priced, median: $10.00).

On average, it costs $1.99 per task to evaluate Gemini 4 Argon (High) on the Intelligence Index.

Gitea drops the historical 1. prefix from its version numbers, so this release is 28.0.0 rather than 1.28.0.

Gitea logs a startup warning when the list is set without an explicit EGRESS_MODE .

Job-level if: is now evaluated before the matrix is expanded and may only use the github , gitea , needs , vars , and inputs contexts.

Gitea can now record security-relevant events and show them in the admin, organization, repository, and user settings.

Gitea now detects REUSE-style license files named by their SPDX identifier and shows every detected license with a link to its file.

Functional ultrasound imaging (fUSI) is a brain imaging modality that is just starting to be demonstrated in human studies.

I’m sure many will be familiar with structural ultrasound imaging, which forms static images using ultrasound, as in a sonogram.

Functional ultrasound imaging was first demonstrated by Macé et al.

How fUSI works at a high levelFunctional ultrasound imaging, like conventional ultrasound imaging, uses transducers—which act as both transmitters and receivers—to communicate ultrasound through tissue.

Clutter filtering is a critical step in functional ultrasound imaging.

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…

Concerns of potential academic integrity violations have been raised based on your submission for the fifth homework.

If you inadvertently allow your work to be accessed, you may still be held responsible for facilitating an academic integrity violation.

This is a violation of the course academic integrity policy stated in the course syllabus and reviewed during the first week of classes.

Not because the tool identified them, but because we actually looked at the markers and associated code.

Argus was deployed for the remainder of the Spring 2026 semester and has been in use in subsequent offerings of CS 240.

Marques Brownlee just released a video essay titled “Dear YouTube”.

Brownlee voices his:If I’m watching a video, do I know if it’s part of one of these A/B tests?

If I’m reading the comments of a video, how do I saw the same thing as another commentor?

This’ll ship soon.”So his video is a kind of plea to YouTube creators everywhere: Don’t use this feature!

Brownlee goes on to make a lot of great points in the video that, I think, can be applicable to making software as well.

This continues in Halfspace: it's a GUI wrapped around the Fidget geometry kernel.

Halfspace instead make the decision to put the underlying distance fields in the foreground.

Halfspace is experimental and cross-platformRight now, it would be a very bold decision to use Halfspace in any load-bearing capacity.

Driving Fidget improvementsAnother goal of Halfspace is to drive improvements in the Fidget kernel, by using it in a non-trivial application.

This was both a performance and architectural win:We now have native rendering speed on both native and web targetsRendering logic is no longer spread between Fidget (on the CPU) and Halfspace (with a mix of CPU and GPU code): Fidget implements t…

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Who oversees the processThe Fiscal Sponsorship Committee (FSC) oversees the process across all three tracks.

It is chaired by John Spicer and will include volunteers from the EDG user community.

Want a say in who sits on it?

See how to get involved.

However, emerging evidence in humans and animals suggests that traveling waves play a central role in how the brain functions.

In a study published in April 2026 in Nature Communications, neuroscientists measured traveling waves of neural activity and observed a menagerie: source waves that appear to emanate from one location, sink waves that converge on a spot, and vortexlike spiral waves.

Joshua Jacobs and Anup Das were part of a team that observed complex patterns of brain waves using intracranial electrodes.

Mathematical biologist Bard Ermentrout thinks that simple wave patterns seen in past experiments might have been part of more complex waves.

Ermentrout thinks the simple wave patter…

In my recent visits to German and Polish museums, I noticed a recurring theme: modular industrial dashboards, which I imagine have by now been all replaced by software.

I don’t know much about these – please write me if you do – but I wanted to share them anyway, perhaps for context, or amusement, or inspiration.

They’re interesting design systems, and interesting interaction systems as well.

This was a very cool physical display for air traffic control, at the The Deutsches Museum in Münich:At Fernmeldemuseum Stuttgart, these were used to monitor subway trains, or light rail.

But today I want to end at this great switch:Don’t you just want to rotate it, no matter what it does?

Request arrives at the edge nodeEvery request lands on the Netlify edge node closest to the client.

When the edge function isn’t being invoked, the MicroVMs running it scale to zero instead of sitting idle.

A control plane keeps track of which compute nodes exist and which are healthy, and the edge nodes poll it for that list.

npm packages work in edge functions today, in beta, with caveats around native binaries and importing files at runtime.

npm packages work in edge functions today, in beta, with caveats around native binaries and importing files at runtime.

That leadership translates into exceptional outcomes for students: Carnegie Mellon ranks No.

An additional $2 billion will support the launch of CMU Miami.

CMU Miami will invert the traditional higher education model by organizing learning and inquiry around societal challenges rather than academic majors.

Griffin’s anchor gift of $3 billion to support CMU and build CMU Miami is the largest-ever gift by an individual in the history of higher education.

About Carnegie Mellon UniversityCarnegie Mellon University is a private, global research university founded in 1900 and headquartered in Pittsburgh, Pennsylvania.

Today I looked into “recursive” invocations of make ; that is, cases in which a Makefile recipe itself invokes make .

And you’ll lose the parallelism you wanted, because the “jobserver” (basically, the -j option) isn’t forwarded to the child make .

Now that we’re forwarding the “jobserver” properly, I wondered, how exactly do the various -j options interact, when you specify one degree of parallelism on the command line and another in the recursive recipe?

Here’s the pair of Makefiles I used for my test:detab -E -4 - >Makefile <subdir/Makefile <<EOF all: one two three four five one: echo 'one' && sleep 1 && echo 'ONE' two: echo 'two' && sleep 1 && echo 'TWO' three: echo 'thr' && sleep 1 && …

This is a discontinuation open-source release: a permanent source for the files and documentation related to CHOMPI.

To customize it, clone the repo into your own GitHub.

While we won’t be doing any more file updates, the CHOMPI Club will live on in the Chase Bliss Discord.

Check out the CHOMPI Open Source channel to discuss the project, share what you make, and see what others have made on their own CHOMPI.

MagnitudeRun open models as fast as your hardware allowsMagnitude is an open source inference engine for agents that optimizes itself for your exact hardware.

It compiles and tunes its kernels on your device, so open models run up to 2x faster than llama.cpp.

One click connects the agent you already use (Pi, OpenCode, Hermes, Codex, and more).

It ships as a desktop app that runs open models and connects them to the agent you already use.

One click connects Pi, OpenCode, Hermes, OpenClaw, Codex, Claude Code, Oh My Pi, and Cline.

Your deference to a LLM communicates that the current subject matter is outside your ability to speak confidently on.

Given that’s the case, how would I even know if you did an adequate job of communicating my concern to Claude.

1 The AI hype is why vibe coding a bad solution doesn’t need buy in, however simply changing a setting on a deployed solution does.

As you run a prompt past an LLM, you overestimate your ability to think critically falling for a false appeal to ethos.

With AI, it is so easy to poison the well with presuppositions, that it may as well just be a poisoned well.

Comments

BackgroundIn December 2025, Huntress observed an intrusion leading to the deployment of VMware ESXi exploits.

Primary domain controllerUsing the same compromised DA account, the TA moved laterally to the primary domain controller and deployed the VMware ESXi exploit toolkit.

It doesn't contain the actual exploitation logic, instead, it prepares the environment, deploys the exploit driver, monitors progress, and cleans up afterward.

Two device instances are disabled:PCI\VEN_15AD&DEV_0740 - The VMware VMCI PCI device (Vendor 0x15AD = VMware, Device 0x0740 = VMCI)ROOT\VMWVMCIHOSTDEV - The VMware VMCI Host Device driverWhat is VMCI?

Figure 8: Snippet of shellcode 1Shellcode 2Stage 2 shellcode e…

The AI Pascal’s Wagerby Ploum on 2026-10-01Should you accept contributions generated by LLMs in your Open Source project?

LLM generated contributions will eventually slip in despite some guardrails such as "human review is mandatory".

Which is to say: not choosing or trying to choose a middle ground is basically full support of generated code, but slower.

So, in the short term, adopting AI mostly alienates some community members and abandons your independence in order to improve some (perceived) productivity.

The longer-term perspectiveOne of the main problems with using generated code is that we still don’t know what impact it could have in the long term.

Comments

wgsl-rs beta release retroWow!

It's been the most organized project I've ever attempted, and I think that shows in the beta project board.

If you're interested in what wgsl-rs is, see the github repo https://github.com/schell/wgsl-rs, or the previous article Introducing wgsl-rs .

Life events🔗Looking back, wgsl-rs was definitely a bite too big for me to chew as a single developer working part time.

Runtime wgpu linkage from the IR (June 6, #120, plus July 11/18).

rsync (3.5.0+ds1-0+deb13u1) trixie-security; urgency=mediumIn order to fix 33 CVEs, I have decided to bump the package to 3.5.0 rather than backporting all patches individually.

This update contains behavior changes, all of which stems from the CVE fixes themselves, not exclusive to the version bump.

"hosts deny" now fails closed when a configured hostname cannot be resolved (with "forward lookup", the default), so a host previously admitted by an unresolvable deny entry is now blocked.

"hosts allow" / "hosts deny" patterns now fold case inside a [...] bracket expression as well, so a rule such as [A-Z]* matches hosts it used to miss.

The stunnel and gnutls backends refuse to run unless RSY…

EDG Compiler ProjectWelcome to the open source EDG C/C++ compiler project!

AboutThe EDG C/C++ front end is the primary focus of this repository.

Note If you would like to build a local copy of the documentation see the documentation build guide.

If you are looking to make changes to the front end, please see the contribution guide and the development guide for quickly getting setup.

Tips, Tricks, & TutorialsTo further aid humans and AI agents in product development there is additional documentation for tips, tricks, and tutorials that can be found in the development annex.

FoundationDB was our only database, queue included.

We also use it as a queue to handle async tasks, à la QuiCK, the queuing system Apple uses for CloudKit.

Furthermore, keeping the queue inside FoundationDB means all transactions stay in the database, eliminating the dual-write problem.

QuiCK is a robust queuing system that uses FoundationDB’s Record Layer to implement a message queue based on time.

As such, the message queue Apple built on top of FoundationDB uses time as a key part of job identity.

Finding BugsAre generative (randomized) tests significantly more effective than example-based unit-tests at discovering bugs?

[]; for _ in 0 .. 1_000_000 { alphabet_swarm (& mut rng, b"abcdef" , & mut text_alphabet); let text = gen_string (& mut rng, &text_alphabet, & mut text); } } fn alphabet_swarm < 'a >( rng: & mut Rng, all: &[ u8 ], pick: & 'a mut Vec < u8 >, ) { pick.

truncate (count); } fn gen_string < 'a >( rng: & mut Rng, alphabet: &[ u8 ], result: & 'a mut Vec < u8 >, ) -> & 'a str { result.

This is how I generate ReOptions , making sure that literals always have non-zero weight, and also selecting an alphabet for them: impl ReOptions { fn swarm (& mut self , rng: & mut Rng, alpha…

Practical Spectre-v2 Attacks in JIT Engines via Stale Branch Prediction EntriesWe present Branch Target Reuse (BTR), a new Spectre-v2 attack targeting just-in-time (JIT) compilers.

When the attacker triggers the indirect branch again, the CPU uses the now-stale branch target buffer (BTB) entry and speculatively jumps to the old training-chunk entry point ⑤, resulting in control-flow hijacking and secret data disclosure.

We first install and execute the training chunk to train the indirect branch to its entry point.

Indirect Branch Tracking (x86) and Branch Target Identification (Arm) require indirect branch targets to start with an `endbr64` or `BTI` instruction.

More detailsThe “Branch Tar…

As a Long-Term Support release, Qt 6.12 is not a simple incremental update, but a culmination of various efforts started years ago.

There is a new Qt LTS release every 2 years, now 6.12 being the newest.

Qt 6.12 LTS ships without known exploitable vulnerabilities and it is secure by default, with sustained security updates, a new vulnerability disclosure process, and guaranteed response times (SLAs) for commercial customers.

Qt 6.12 Is CRA-CompliantThe commercial Qt 6.12 LTS is compliant with the EU Cyber Resilience Act (CRA) now, so that you can get your product ready and compliant on time.

Bug reports, feature requests and feedback on the Beta releases and technology preview modules shape…

Songhive is an attempt to meet all these needs in one package: a self-hosted music streaming server where tracks, albums, playlists and posts are first-class ActivityPub objects.

Especially when it comes to things like a music streaming server which, in terms of CPU, storage and bandwidth usage, is not free - and often not even cheap.

Especially when it comes to things like a music streaming server which, in terms of CPU, storage and bandwidth usage, is not free - and often not even cheap.

What you getThe streaming stackThe core is a serious music library and streaming server:Library management with artists, albums, tracks, playlists and dynamic radio stations.

: FastAPI (REST) mounted insi…

Wall Street Journal:

Docs and sources: Google researchers worried about AI risks to children, including potential cognitive and emotional harm, as the company pushed AI into schools — The risks of cognitive and emotional dependence, along with falling test scores, are fueling a backlash

Will Wade / Bloomberg:

Amazon signs a 20-year deal to buy power from Constellation Energy, including boosting capacity at its Maryland nuclear plant, supporting $3B+ in investments — Amazon.com Inc. has agreed to purchase 690 megawatts of power from Constellation Energy Corp. in a deal that will help …

Julie Bort / TechCrunch:

Flow, a hardware development platform for AI agents, raised a $50M Series B led by Valor's Antonio Gracias and Atreides' Gavin Baker at a $750M valuation — Flow Engineering, a startup that offers AI tools for hardware design, has raised a $50 million Series B round at a $750 million valuation …

Matthias Bastian / The Decoder:

Gemini 4 Argon has a 1M-token output limit, up from 64K for prior models; it initially costs $2/1M input and $10/1M output tokens, rising to $4 and $20 later — Key Points … Ask about this article... Argon is Google's first frontier model in more than seven months, following Gemini 3.1 Pro.

Elias Schisgall / Wall Street Journal:

Grindr agrees to acquire PurposeMed, owner of HIV-prevention telehealth provider Freddie, for $250M, its first major acquisition as it expands into a gay hub — Gay dating-app's first major acquisition reflects a broader expansion into the healthcare business

Artificial Analysis:

Artificial Analysis says Gemini 4 Argon (high) matches GPT-6 Astra (max) on its Intelligence Index and has a 15% hallucination rate, compared with 51% for Astra — Google's new Gemini 4 Argon equals GPT-6 Astra on the Artificial Analysis Intelligence Index at 60% of the Cost per Task with discounted prices

Paxton Honerkamp / CNBC:

California Governor Gavin Newsom signs the No Robo Bosses Act, which prevents employers in the state from relying solely on AI to fire or discipline workers — California Governor Gavin Newsom has signed a landmark AI law banning Golden State employers from relying solely on artificial intelligence to fire or discipline workers.

Jyoti Mann / The Information:

Internal data: Meta's Muse now has 3M+ users who submit at least one prompt per week and 1M+ DAUs who have sent at least one prompt — Meta Platforms' Muse now has more than 3 million users who give the AI agent at least one prompt a week, according to internal data reviewed by The Information …

New York Times:

Slack message: Greg Brockman has no plans to donate beyond his initial $25M to Leading the Future, saying the PAC has become a “distraction” at OpenAI — Greg Brockman, OpenAI's president and co-founder, said internally that the super PAC, Leading the Future, had become a “distraction” for the A.I. company.

Ashley Gold / Semafor:

Sources: Trump's AI accord grew out of a talk between Zuckerberg and House Speaker Mike Johnson; Zuckerberg circulated a draft, and Huang helped build support — THE SCOOP — The idea for what became President Donald Trump's Tuesday pact with the AI industry came from a conversation …

Wall Street Journal:

Sources: Jensen Huang and other execs asked Dario Amodei at the White House why he was so extreme in public on AI risks; Amodei said it's important to be honest — Nvidia's CEO was among the execs at White House event who called out the Anthropic leader for warning about the technology's capabilities

Rya Jetha / Business Insider:

Factory CEO Matan Grinberg alleges Cognition's new CRO Chris Degnan had been confiding with Cognition executives while advising Factory as a board observer — Factory AI and Cognition, two high-profile San Francisco-based AI startups building coding agents, are publicly feuding over the departure …

CNBC:

Micron reports Q4 revenue up 379% YoY to $54.23B, vs. $51.07B est., net income up 1,078% to $37.7B, and forecasts Q1 revenue above estimates — Micron reported better-than-expected quarterly results on Wednesday as the memory maker continues to benefit from soaring demand for AI infrastructure.

Luke Fountain / CNBC:

DOD taps Elon Musk, Palmer Luckey, and former House Speaker Newt Gingrich for Project Meridian, a 120-day study of capabilities the US may need in future wars — The Pentagon is tapping Tesla and SpaceX CEO Elon Musk, defense technology entrepreneur and Anduril co-founder Palmer Luckey …

Bloomberg:

Sources: some Google employees say Gemini 4 performs well on benchmarks but struggles with some real-world coding tasks; Google disputes that characterization — As Alphabet Inc.'s Google prepares for the coming launch of Gemini 4, it's grappling with internal skepticism …

Madison Mills / Axios:

Google rolls out Gemini 4 Argon to a small group of cybersecurity partners and says it outperforms GPT-6 Astra on certain coding and knowledge work benchmarks — Google is unveiling its long-awaited next-generation AI model, Gemini 4 Argon, to a small group of cybersecurity partners, the company said Wednesday.

Sarah Perez / TechCrunch:

Reddit says it is ending support for RSS feeds on November 13 because the feeds are a target for abuse by AI bots and is ending its public API access in March — Amid a number of updates for moderators and developers announced Wednesday comes bad news for supporters of a more open web: Reddit is ending support for RSS feeds.

Maggie Eastland / Bloomberg:

OpenAI says individuals associated with Moonshot AI played a significant role in a coordinated model-distillation campaign that began in early July — OpenAI accused its Chinese rival Moonshot AI of being responsible for a wide-scale effort to extract data from its GPT artificial intelligence systems …

Ben Weiss / Bloomberg:

Open Standard launches its OUSD stablecoin; founding partners Visa, Stripe, Mastercard, and Coinbase will offer initial access to businesses and developers — Open Standard, a company backed by more than 100 corporations, including Visa Inc., Stripe Inc., and Mastercard Inc. …

Edward Ludlow / Bloomberg:

Document: SpaceXAI plans a unified subscription for Grok and X with four tiers, including a $100/month Ultra plan, an $8/month Lite plan, and a free offering — SpaceXAI, the artificial intelligence unit of Elon Musk's SpaceX, is considering an overhaul of its subscription pricing options …

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.

Each link opens the same curriculum on GitHub or the website, and both versions use the same lesson code.

Agent Skills host labs also need a selected host and a writable user or project skill scope.

In Codex, invoke these skills with learn and course-guide ; in Claude Code, use /learn and /course-guide ; in other compatible hosts, ask to use the skill by name.

Given the trace of an agent run, identify the step where the agent went wrong and explain why...░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ContentsTwenty phases.

After editing any lesson, run python3 scripts/build_catalog.py and commit the result, or CI will reject the PR.

Visit our Learn Next.js course to get started with Next.js.

CommunityThe Next.js community can be found on GitHub Discussions where you can ask questions, voice ideas, and share your projects with other people.

Do note that our Code of Conduct applies to all Next.js community channels.

ContributingContributions to Next.js are welcome and highly appreciated.

This is a great place for newcomers and beginners alike to get started, gain experience, and get familiar with our contribution process.

Build a collaborative tool with Univer Office SDKWatch the demoBuilt with Univer Office SDKFeatured example: Univer WorkspaceUniver Workspace is an open-source, self-hostable workspace built on Univer Office SDK, where people and AI agents create, collaborate on, and review Office content.

Explore Univer WorkspaceOther examplesThese open-source projects are built with Univer Office SDK:Project Description Univer Office for DeepSeek Harness An Office plugin for DeepSeek Harness with connected content, validation, and isolated worktrees for agent collaboration.

Univer Office for WorkBuddy A local Office integration for WorkBuddy with MCP previews and draft review.

Univer Office for OpenClaw T…

# 第 6 章 · GUI 与机器人外部复现轨道 git clone https://github.com/anthropics/claude-quickstarts.git chapter6/claude-quickstarts && git -C chapter6/claude-quickstarts checkout --detach 9bcc95e316e5ef6542b4c9d0469f4078829eead5 # 实验 6-8 使用 computer-use-demo/ git clone https://github.com/browser-use/browser-use.git chapter6/browser-use && git -C chapter6/browser-use checkout --detach ec9277c5001f2cb78ee419c927775a3cfc227ff8 # 实验 6-9 git clone https://github.com/Vector-Wangel/XLeRobot.git chapter6/XLeRobot && git -C chapter6/XLeRobot fetch origin 3d14695e40c9c68229c0aacffca6053c75cd3eb6 && git -C chapter6/XLeRobot checkout --detach 3d14695e40c9c68229c0aacffca6053c75cd3eb6 && test " $( git -C chapter6/XLeRob…

OdooOdoo is a suite of web based open source business apps.

The main Odoo Apps include an Open Source CRM, Website Builder, eCommerce, Warehouse Management, Project Management, Billing & Accounting, Point of Sale, Human Resources, Marketing, Manufacturing, ...Odoo Apps can be used as stand-alone applications, but they also integrate seamlessly so you get a full-featured Open Source ERP when you install several Apps.

Getting started with OdooFor a standard installation please follow the Setup instructions from the documentation.

To learn the software, we recommend the Odoo eLearning, or Scale-up, the business game.

SecurityIf you believe you have found a security issue, check our Responsible…

CLI-Anything: Bridging the Gap Between AI Agents and the World's Software🌐 CLI-Hub: pip install cli-anything-hub then cli-hub install — browse, install, and manage all community-built CLIs.

PIP pip install cli-anything-hub Command What it does cli-hub list Browse the registry cli-hub search Search by keyword cli-hub info Inspect one CLI cli-hub install Install from CLI-Hub cli-hub update Update an install cli-hub uninstall Remove an install cli-hub launch [args...] Run an installed CLI # Browse what is available cli-hub list cli-hub search image # Install and try a CLI immediately cli-hub install gimp cli-hub info gimp cli-hub launch gimp Some CLIs wrap real desktop or backend softwa…

Hindsight™ is an agent memory system built to create smarter agents that learn over time.

Most agent memory systems focus on recalling conversation history.

ContentsMemory Performance & AccuracyHindsight is the most accurate agent memory system ever tested according to benchmark performance.

Connect a clientpip install hindsight-client -U # Python npm install @vectorize-io/hindsight-client # Node.js / TypeScript go get github.com/vectorize-io/hindsight/hindsight-clients/go # Go curl -fsSL https://hindsight.vectorize.io/get-cli | bash # CLIPythonfrom hindsight_client import Hindsight client = Hindsight ( base_url = "http://localhost:8888" ) # Retain: Store information client .

Core ConceptsM…

— external endpoints treg can serve with its own key or through a verified public route that needs no provider key.

Catalog tool inputs are described by treg catalog get .

Discover what your team has shared: treg tool ls · check credential health: treg health .

The faithful relay preserves caller headers, so a caller-supplied provider key can use that key's credits.

CLIsShare — automatic: treg upload detects installed catalog CLIs ( stripe , gh , vercel , …) and registers them; a recipe-only catalog CLI skill (e.g.

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And why you may need to repeat AT TIME ZONE 'UTC' twice. SUMMARY * AT TIME ZONE 'UTC' converts the data type from timestamptz to timestamp (example). * Now you are inadvertently using the timestamp without time zone (aka timestamp) data type, which is markedly discouraged. * There are tons of footguns with timestamp. * For example, the equality of timestamp and timestamptz will always be false. * Adding a month with + INTERVAL '1 months' is timezone-dependent. If ...

cf gives your agent access to the entire Cloudflare APIWhat if your agent could do everything Cloudflare can do?

Forge  — Cloudflare’s new unified API generation pipeline — enabled us to do this, building on the idea of generating our CLI commands directly from the API schema that powers our API documentation and SDK generation.

But only some commands in Wrangler supported --json  ; many commands returned unicode tables, designed for humans looking at output in their terminal.

text (` This is $ {mode} environment`), }, }, }));You can migrate your Cloudflare Worker to this new format through cf migrate .

Every product you need — along with its API being available to your agent thr…

Clockwise from top-left: Arrow Video (4K UHD, 2025), Kino Lorber (4K UHD, 2021), MGM (4K Blu-ray, 2014), MGM (DVD, 1998).

Clockwise from top-left: Arrow Video (4K UHD, 2025), Kino Lorber (4K UHD, 2021), MGM (4K Blu-ray, 2014), MGM (DVD, 1998).

Clockwise from top-left: Arrow Video (4K UHD, 2025), Kino Lorber (4K UHD, 2021), MGM (4K Blu-ray, 2014), MGM (DVD, 1998).

Clockwise from top-left: Arrow Video (4K UHD, 2025), Kino Lorber (4K UHD, 2021), MGM (4K Blu-ray, 2014), MGM (DVD, 1998).

Clockwise from top-left: Arrow Video (4K UHD, 2025), Kino Lorber (4K UHD, 2021), MGM (4K Blu-ray, 2014), MGM (DVD, 1998).

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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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.

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?

More from ZDNETMake no mistake: the new Copilot was engineered for Microsoft’s enterprise customers, not for consumers.

Here’s what Microsoft says consumers and enterprise customers will be seeing, starting today.

Screenshot by MicrosoftIn a post announcing the new Copilot, Chief Marketing Officer Jared Spataro highlighted another new feature: Office in Copilot.

Microsoft says the Code feature is “powered by the same underlying technology as GitHub Copilot [and] runs in a sandboxed environment” that’s hosted securely in the Microsoft 365 tenant.

But the real answer to the big questions — how much will this all cost, and how much payoff will enterprise customers really see?

Most people know by now that Google Wallet can do things besides store your credit cards, but you might have missed that Google has added a lot to its digital wallet app in just the past few months.

Breeze through airport securityIn June of this year, Google announced a partnership with the Transportation Security Administration that made Wallet the first digital wallet compatible with the PreCheck Touchless ID program.

Give your children money securelyAugust 2026 saw the rollout of a new allowance feature for Google Wallet that lets you send money to a child’s account — either on a regular basis or whenever needed.

Residents in 11 states can now add their official state driver’s license or…

ZDNET’s key takeawaysMicrosoft is launching a new Surface Mouse with haptic feedback.

I’ve used both the IntelliMouse and the Surface Mouse; however, both have been unavailable from Microsoft for years.

Also: Microsoft’s most underrated Surface accessories are coming to business usersIn a blog post announcing new Surface devices, Microsoft snuck in a surprise about a new Surface Mouse soon to hit the market.

Haptic feedback and customizable actionsThe new mouse offers haptic feedback, which means you’ll feel a sensation when you click on the screen, snap a window into place, or align an object.

For that, you’ll need Microsoft’s Surface app, which comes preinstalled on Surface laptops but is…

AI agents need the equivalent of a kill switch to expeditiously terminate suspicious behavior.

When a swarm of AI agents, many autonomously provisioned by other poorly governed AI agents, escaped OpenAI’s labs and stole information from servers belonging to another company (Hugging Face), many experts viewed the incident as a major tipping point in cybersecurity and AI cyber capabilities.

For example, OpenAI sounded the alarm that a swarm of potentially malicious AI agents is only months away from wreaking havoc.

In other words, for certain types of attacks, the victim might have a kill switch at their disposal.

One of these — Shadow AI Agent Discovery for Endpoints — helps organizations di…

Google has released its latest Gemini model, marketing it as a workhorse for coding and cybersecurity work.

Defense Secretary Pete Hegseth just launched a 120-day study on the future of warfare, led by Elon Musk, Palmer Luckey, and Newt Gingrich, and while it makes sense given their ties to the administration, critics could point out that Musk's and Luckey's companies already sell the kinds of technology the study is likely to recommend.

Flow Engineering, which is bringing AI agents to hardware design, also landed Roelof Botha as an angel investor and board member.

VC Chris Degnan and former board advisor to Factory AI has taken a job as chief revenue officer for Cognition.

Spotify founder Daniel Ek’s Neko Health raised $700 million to build a business around scanning your body, but it’s not the only company centering its roadmap around a new kind of preventative healthcare. Midjourney is building its own body scanner, while Function Health has also raised significant capital to build out its preventative-health platform. Why are investors betting so big on this category? On this episode of TechCrunch’s Equity podcast, […]

The Department of Defense notified millions of current and former U.S. military personnel that their personal information had been stolen in a months-long breach.

DoorDash unveiled the six-propeller aircraft that will be used in its new drone delivery business at its annual Dash Forward 2026 event.

The new BMW 3 Series shows just how quickly EVs have caught up to fossil fuel vehicles on pricing.

OpenAI's "Decisions API" is a Jev clone that confirms the importance of fast, cheap intelligence.

The $300 million employee tender was co-led by Wellington and T. Rowe Price.

Reddit is ending support for RSS feeds, as the company continues tightening access to its trove of user-generated content.

There’s a reason frontier labs have gotten gunshy about consumer AI — and it’s not because the tech isn’t good enough.

Meta says its Muse AI agent cannot access a user’s Messages without explicit permission, disputing a journalist’s account that the agent read his private messages while the required Mac setting was turned off.

By launching an AI agent for food ordering, DoorDash is looking to gain an edge over rivals Uber Eats and Grubhub.

"One of the biggest reasons we are winning against robotics companies is because we are not a robotics company."

Google has unveiled Gemini 4 Argon, a new frontier AI model that it says leads or ties rivals on 13 of 18 disclosed benchmarks. The model is initially being released only to trusted cyber defenders and select pre-release testers, with broader availability planned later. VentureBeat reports: Google is not claiming that Gemini 4 Argon wins every benchmark. But across the benchmark table disclosed in the company's embargoed materials, Argon posts the highest score, or ties for the highest score, in more categories than GPT-6 Astra or Claude Opus 5.5. Across the 18 benchmarks Google disclosed, Argon leads outright on 12 and ties for first on one. GPT-6 Astra leads outright on three and ties Arg…

Xbox CEO Asha Sharma says Microsoft has no plans to sell the gaming business, telling The New York Times that "Xbox is not for sale" and that the company intends to take a long-term view. Windows Central reports: Microsoft's vast layoffs across the summer have hit Xbox in their thousands, with studios like Ninja Theory on the path to being closed, and others like Double Fine being divested completely. Microsoft has effectively shut down Halo Studios itself and handed off the franchise to Call of Duty showrunners instead, as Xbox aggressively seeks to restructure for its next decade. [...] The NYT interviewed (paywall) Sharma recently covering the Xbox layoffs generally. The outlet said that…

A months-long breach of the Defense Manpower Data Center exposed personal information belonging to roughly 2.8 million living current and former U.S. military personnel and staff, plus records for nearly 300,000 deceased people. Attackers reportedly exploited a file-sharing vulnerability between October 2025 and July 2026, accessing unencrypted records that included Social Security numbers, dates of birth, demographic information, and military service details. TechCrunch reports: The DMDC may not be widely known to the general public, but serves as one of the Department of Defense's records-keeping units. The DMDC maintains over 60 million records for U.S. military and civilian staff and th…

Google is reportedly testing a program that pays around 100 publishers based on how much their content contributes to its AI-powered search features. According to The Information, one publisher earned more than $1 million over a year, while another has received roughly $50,000 to $60,000." Digiday reports: Once a publisher joins the "AI contribution pilot," they receive an extra AI earnings widget via their Search Console dashboard. This displays a monthly earnings number (with some history), though no other detailed information on how payouts are calculated currently. Payments are based more on value than raw usage, meaning Google only pays when it judges that a piece of content has meanin…

An anonymous reader quotes a report from TechCrunch: Amid a number of updates for moderators and developers announced Wednesday comes bad news for supporters of a more open web: Reddit is ending support for RSS feeds. Reddit says RSS has now become a "common surface for large-scale scraping and automated abuse," which is why it's made the decision to wind down RSS feeds on its platform. "We know RSS has been a beloved part of the open web for a long time, and we're grateful to everyone who used it to stay connected to Reddit," the company noted in its announcement, where it also shared a March 2027 shutdown date for its public API. Reddit said RSS support will cease on November 13. [...] Th…

Longtime Slashdot reader AmiMoJo shares a report from Mashable: Singapore's government is trying its hand at matchmaking again. The country's Government Technology Agency (GovTech) has launched FirstDate, a pilot dating service for singles aged 21 to 35. For now, it's open only to public officers, according to the service's website. Applications close Oct. 5. FirstDate is designed as an alternative to endless swiping. Instead of browsing a stream of profiles, users fill out a questionnaire about their interests, habits, values, and preferences. The service then sends them one match per cycle (the time it takes to mutually accept and presumably meet up). Each match includes a compatibility s…

fahrbot-bot shares a report from CNN: President Donald Trump on Tuesday unveiled America.gov, a government website meant to serve as a one-stop shop for people trying to accomplish basic tasks like renewing a passport, enrolling in Medicare or applying for disaster relief. The site, which launched with some basic functions ahead of a full rollout next year, is designed to serve as an AI-powered guide through the thicket of government agencies that Trump officials pledged would ultimately save people a whole lot of frustration. The administration's new initiative aims to allow Americans to access dozens of federal websites through a single point, making America.gov akin to a search tool that…

hcs_$reboot writes: Trump hosted executives from OpenAI, Anthropic, Meta, Google, Nvidia, and other tech companies at the White House. They agreed to voluntary AI-safety standards, including independent audits and safeguards aimed at preventing AI systems from accessing or hacking technical systems in unintended ways. Trump also strongly backed the continued rapid expansion of AI data centers, despite concerns over their electricity demand, utility costs, and other impacts on local communities. He said he is considering creating a 10-member board to oversee AI safety and plans to appoint a new White House official to lead AI policy. The meeting comes amid growing concerns about the risks po…

An anonymous reader quotes a report from KrebsOnSecurity: Authorities in the Netherlands have arrested a 24-year-old convicted cybercriminal on suspicion of aiding in data thefts and extortions by the prolific hacker group ShinyHunters. In the days immediately following the suspect's arrest, remaining ShinyHunters members dramatically escalated their attacks, stealing highly sensitive data from the FBI and extorting the Russian ransomware group Cl0p. According to three sources familiar with the matter, the Dutch man arrested by authorities this month is Pepijn van der Stap, a convicted cybercriminal from Almere and Lelystad in the Netherlands. Van der Stap was previously convicted in 2023 i…

alternative_right shares a report from Phys.org: Nanoparticles could someday provide a new way to help soldiers fight back against deadly nerve agents on the front lines. In a new study, Northwestern University scientists developed a nanoparticle-based compound that, when mixed into clothing dyes, could limit the impact of chemicals commonly found in pesticides, insecticides and nerve agents. Manufacturers could potentially add the nanoparticles to clothing used by those most at risk, such as farmers' masks and gloves or soldiers' uniforms and tactical gear. Or, if someone is exposed to a potentially deadly chemical, they could spray their clothing with water mixed with the compound to deac…

fjo3 quotes a report from The Guardian, written by Tove Danovich: Every year, the night sky is becoming 10% brighter. Eighty percent of people live under light-polluted skies. And while the UN declared a healthy environment -- clean air, clean water -- to be a human right, I believe we also all have a right to darkness as well. This doesn't mean turning off every streetlamp. But do we really need bright white floodlights at the front of every garage? Replacing lights with ones that are bright enough to do the job -- and no brighter -- might make it so I wouldn't have to get in my car and drive for hours to see the night sky as it actually shines above us. To preserve the darkness would mean…

An anonymous reader quotes a report from 404 Media: Some tech workers in San Francisco hooked up ChatGPT to a Toyota Corolla and got it to drive around a parking lot. This may not sound impressive in the age of the self-driving car until you realize that the LLM driving the car was a general purpose chatbot running on a laptop and not the purpose-built driving system based on millions of hours of training data used by Waymo or Tesla. The people behind the stunt call themselves DrivingBench and they've posted their code, their prompts, and videos of the experiment online. In the experiment, DrivingBench hooked up GPT-6 Astra, Claude Fable 5.1, Grok 4.6, and GPT-5.6 Sol to a Toyota Corolla an…

Firefox 157 is rolling out a major redesign across desktop and mobile, bringing rounded "bubble" tabs, a curved address bar, refreshed icons and colors, and a more consistent visual language across devices. Mozilla is also adding more themes and wallpapers while bringing back Compact Mode, which the company says "reduces the size of your tabs and toolbar to give more of your screen to the web, with an auto-compact option for smaller screens." The Verge reports: According to Mozilla, the design changes will have "no cost to your browser performance." Mozilla says the overhauled design is a "renewal" for Firefox, following major updates over the last year, like homepage widgets, Split View, a…

BrianFagioli shares a report from NERDS.xyz: Microsoft has made WSL Containers generally available, giving Windows 11 developers a built-in way to build, run, and deploy Linux containers through Windows Subsystem for Linux. The release includes wslc.exe for managing containers, GPU support, networking improvements, health checks, storage mounts, and integration with Microsoft Defender for Endpoint and Intune. Microsoft also claims up to twice the performance when Linux environments access files stored on Windows. Docker Desktop, Podman Desktop, and Rancher Desktop are not going anywhere, but developers who only need basic container functionality now have another option built around WSL. One…

An anonymous reader quotes a report from CNBC: Mistral Chief Executive Arthur Mensch has accused leading global artificial intelligence companies of using the debate over the safety of the technology as a cover-up for their "negligence." "The debate that we've seen in the U.S. has been a cover for the negligence of some of our competitors," Mensch told CNBC's Annette Weisbach, adding that it was necessary to make systems that can contain the AI agents. [...] "When you give them a lot of tools, those systems [AI agents] are very dynamic, so they can go and do things that you do not expect," Mensch told CNBC. "You need to have the right monitoring in place, and the enterprises we work with, w…

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.

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.

You can just prove things, apparently.

An Interview with Joanna Stern About the iPhone Duo and AI for Normal People

This is a lightning talk I did at PyCon US 2026: Silence is Golden. The

overall message is to leave some quiet time so that reluctant speakers have a

chance to participate. I start with a jokey disclaimer because I followed Simon

Willison who gave an energetic, entertaining, and loud(!) speed-run through a

year of progress in LLMs:I do these talks and blog posts about how to better interact with people, but

I hope they don’t come off as too preachy. I have to remind myself to keep these

ideas top of mind. I am one of those people who speak easily that I describe in

the lightning talk. I have to remember to hold back, to leave time and space for

other people.I had the idea for this lightning…

depuzzledA 311 byte Klotski solver in C++ Give it a board, it finds the shortest way to slide the pieces until the big square reaches the goal.

That means the big square fills rows 3 and 4, columns 1 and 2.

The classic start looks like this (this is the picture the program prints):$@@$ $@@$ $##$ $%%$ % %The big square @@ is at the top middle.

What these mean:start board shows the board as one big number (in hex) and as a picture.

How the hash table works:The hash is the board number multiplied by the constant 0x9E3779B97F4A7C15 , keeping only the top bits.

Blow up any website DOMolition is a Chrome extension that turns the page you're on into a pixel-art platformer.

A D run, W jump, click to shoot, Esc to put the page back.

Holes show what's behind Bullets chip, lasers burn lines, rockets blow craters.

Buy for $5 Add to ChromeYour pages stay yours DOMolition only runs when you click its icon or press the shortcut, and only on that tab.

The destruction is only on your screen: press Esc and the page is back to normal, and reloading always restores it.

§02/Why this existsEvery alternative is fragmented.

Create private session Join with a PIN Enter the code your partner shared.

Join session 01 Your reality Privately mark what's true about you: habits, plans, history.

Server session data is held temporarily in memory and automatically dropped when either person ends the session (or one hour expires).

Continue End sessionPass 1 of 2 What's true about you Check everything that describes you; past, present, or future.

End and delete sessionResult Request to Reveal End and delete sessionMutual reveal Where you clashed You both agreed to see this.

All plans include mandatory enrolment.

Personal $0 per capita, forever True price: 3.56 hours a day, for life.

The world's defence bill now comes to $334 for every man, woman and child on earth, every year: the other half of your share, committed without your signature.

Global military expenditure $2,718bn in 2024, up 9.4% in real terms, tenth consecutive annual rise, $334 per person: SIPRI Military Expenditure Database.

43 million noncommunicable disease deaths in 2021, 18 million of them before age 70, and prevention at $3 per person per year: WHO.

;Then generate a parser from it:bin/ycc -c ascii -f hello.y -aThis writes hello.cpp (an amalgamated, self-contained parser with its own main() ) and hello.log .

0# -t1 prints the parsed AST $ ./hello -s " hello world " -t1 0:start_1(1:stmts_1(2:stmts_2(3:stmt_1(4:ID(hello))) 2:stmt_1(3:ID(world))) 1:_tEND ())# fails: ID only matches letters, "123" isn't valid input for this grammar $ ./hello -s " hello 123 " s1-err: ?

A hand-written recursive-descent or bottom-up parser would have to build extra AST classes and a separate walking pass to get this ordering.

Beyond that, Yantra targets C++ only (ANTLR generates for many languages) and ships its own integrated lexer with mode-stack support ins…

Hey HN, I'm Demetrius.When OpenAI launched Dots (always-on agents in ChatGPT that run in the background, connect to your apps, and ask before risky actions), I wanted to set one up and went looking for examples of what other people were telling theirs. I couldn't find any.Each Dot comes down to three things: its instructions, the apps it can reach, and Custom Rules (Allow / Require approval / Block). The rules matter most, because they decide what the agent does without asking you. They're also the part nobody was sharing.So I built DotBotDirectory.Each entry has the Dot's job, its instructions, its connected apps, and its three rule lists. One click copies the instructions and rules togeth…

Your next great read, picked by GrokShelve what you read and get personal picks, key founder lessons and summaries for every book.

Can I export SVG files for free?

SVG export is unrestricted in Paintlustrator.

Choose a PDF page and its import quality, then use it as a reference beneath your drawing layers.

PDF import does not automatically convert the original page into editable vectors.

Draw with Apple Pencil or touch, organize your artwork with layers, and use undo and redo as you go.

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

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I wanted to get into writing and went through a number of the recommended tools. None of them fit what I wanted, and some were actually rather complicated and others we're really expensive, and stuff like Obsidian didn't really fit what I wanted. So I decided to make my own, here's Plotscribe. The features that I like the most: Books are in a "World" so that I can access my entities in each book without having to recreate them. I can access my entities and their information in the writing so that I dont have to go searching. Planning in 3 different formats; Outline of the whole book, By Entity, or by Plot Line. Pomodoro-style Sessions built in. Write in a workspace with a writing team if ne…

I launched a small Shopify app for HTS code suggestions. The straightforward products look good. The awkward part is the long tail: vague titles, missing materials, bundles, and variants that inherit the wrong description. I could spend months improving matching before talking about it, or let real catalogs show me which failures actually matter. For people who have launched narrow B2B tools, what did you need to trust before asking strangers to try it? submitted by /u/LowMixture1084 [link] [comments]

submitted by /u/antyg [link] [comments]

Hey all, I built Residely, an app that figures out what maintenance your house needs and reminds you before things break. Furnace filters, gutters, water heater flushes, that kind of stuff. It's free to start, iOS and Android. Two honest caveats: it only works in the US and Canada right now, and it's built for homeowners, so skip it if that's not you, don't want to waste your time. Would love brutal feedback, especially on whether the reminders feel useful or just noisy. residelyapp.com submitted by /u/Difficult_Paths47 [link] [comments]

Hey everyone, If you bid on Upwork or do outbound outreach, you know the frustration: client job posts get 30+ proposals within minutes, proposal view rates are down, and connecting costs have climbed to 16–24 connects per bid. Over the past few months, I built Fast-BD (https://fast-bd.com) — an open-source, privacy-first B2B client acquisition copilot designed to solve this exact bottleneck. Here is what it does and why I built it: --- ### 1. The Core Problem: The 160-Character Mobile Viewport When clients receive dozens of proposals, they don't read full cover letters. On the Upwork mobile app and desktop inbox, proposals are truncated after roughly 160 characters. If a proposal opens wit…

It's for people trying to learn something, research etc. but after x minutes they wander of to watch videos or just do anything else they shouldn't be doing. \I mean I use it for few weeks now and I'm amazed how good this works, give me your opinion and maybe what features would be nice to add?** For someone interested I can give away free Basic/Pro plan. https://firefocusai.com/ Chrome Web Store: https://chromewebstore.google.com/detail/kneedgbebenpphnomghoalcifmaeobdn?utm_source=item-share-cb submitted by /u/Ok_Trip_5724 [link] [comments]

Captain Obvious checks TypeScript and Python tests for tautologies, assertions guaranteed by types, and tests with no real checks. The scanners are deterministic and make no model calls. It also includes a reusable agent skill. Free, MIT licensed: https://github.com/shmulc8/captain-obvious I'd value false-positive reports from real test suites. submitted by /u/SHMULC8 [link] [comments]

I was tired of being controlled by youtube algorithm and my watch later playlist had hundreds of videos that I never went back to. What I wanted was a shelf and a replica of the youtube home, but choosen by me. Tutorials here, music there, sports or game videos, and a page to open when I had time, without the recommendations and bloat. So I built MyTube (free, open source): - A "Save" button on every YouTube video card → pick one of your own categories - Import a whole playlist in one click - A home page with just what you saved: search, drag & drop, watched tracking - Opens from the toolbar or Ctrl+Shift+Y (it doesn't hijack your new tab) - No account, no server, no ads: only `storage` + y…

Hello! I recently built the game I would love to play as a kid. I always loved the snake game as a kid, but I wish it was more colorful and prettier. So I made it! It was very fun to make. It has 3 modes: normal, runner, and random. Normal has an ending; in runner mode you lose if you die, and in random mode you play endless all levels (my fav mode). Would love some feedback and a rating on my game in Itch.io: https://grecia-v.itch.io/serperwave submitted by /u/gvarte [link] [comments]

It's been a fun project and I've learned a lot making it! I've recently added narration which I'm really enjoying. https://tomescroll.app/get submitted by /u/MadeWithLego [link] [comments]

- Cards can point to their name key per language - Blueprint Reader colors quoted names and voices them mid-line - Declined names (Russian & co.) - Voices: one take per line, character filter - New "Voice Parts" demo submitted by /u/djmisterjon [link] [comments]

I know mono audio isn't super common nowadays, but when it happens it drives me crazy. Put together a quick, lightweight extension to fix it so you don't have to fiddle with OS accessibility settings back and forth. Free and open-source: link Hope it saves someone a headache! submitted by /u/garora06 [link] [comments]

I added a new addition to my History podcast app! A visually pleasing way to interact with the world and your journey so far. It tracks all the episodes you've listened to and creates a heatmap (both on timeline and geographic) so you can see what you've explored and encourages you to look into unexplored lands. I also added "borders" which moves with time and I complimented these borders with information. It was tricky to find the right data, but it also tracks different cities - their creation and name changes. I'd love feedback. Does the globe make you want to explore, or is it just a nice visual? What other features would make the whole experience better? And if you have questions don't…

This came up once Claude released opus 5.5 which touched on what we are doing at Pinnlab, which is quite interesting as we've seen some complaints from some groups that I wonder, what features would make a similar solution catered to explainer videos more useful to you. submitted by /u/Silvercrown_ [link] [comments]

Hey!! Last week I posted asking for feedback before launch, and you guys delivered. So here's the update: TalkPilot is LIVE today 😎 tl;dr: it listens to your call and puts your next line on screen while the other person is still talking. No bot joins the call, only you see it. Live suggestions during the call Set up your profile with context, and it responds like you After the call: transcript, to-dos, and deep dives Practice mode: rehearse conversations with an AI first Works on video calls, or in person through your earbud/airpods Free for 5 conversations a month, no card!! 💚 Try it: TalkPilot.co Mac, Windows, Watch, iOS & Android Also have a launch deal going, if interested! Product Hunt…

a statusbar for any terminal Discussion | Link

The AI travel assistant in your pocket Discussion | Link

Agentic content platform to create and localize content Discussion | Link

Mute the room, keep the speaker, in real time Discussion | Link

a tiny buddy that lives on your Mac Discussion | Link

Drop the files, get a live URL in seconds Discussion | Link

Your SEO work, done from your AI agent Discussion | Link

near instant multiplayer vibecoding - just point and talk Discussion | Link

The help center I built after Intercom's search broke Discussion | Link

Your Mac’s battery as a living, breathing landscape Discussion | Link

CAD automation where it counts. Discussion | Link

The shared workspace for humans and coding agents Discussion | Link

Your whole engineering stack, in a notch Discussion | Link

Official app for DeepSeek’s open-source agent harness Discussion | Link

Letterboxd for music, on iPhone Discussion | Link

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Berlin-based Everphone, a Device-as-a-Service provider, today secured €15 million in refinancing in order to issue employees of client companies new workplace devices as part of long-term leases. The financing was lended from Commerzbank and the development bank KfW, and follows a €270 million Series D in 2024 – a round that also included KfW. “In […]

The post Everphone secures €15 million to finance new devices for corporate customers appeared first on EU-Startups.

Inbolt, a Paris-based robot intelligence company that enables robots to see, think, and adapt in real time, has raised €11 million to fund US and APAC expansion and entry into data centres and electronics manufacturing. The round was led by new investor Shift4Good, and joined by Bridges Climate Transition Partners. Existing investors BNP Paribas Développement […]

The post Paris-based Inbolt raises €11 million to give industrial robots real-time vision and intelligence appeared first on EU-Startups.

On 28 July of this year, it took an AI about sixty hours to find a cryptographic flaw that two years of expert review had not uncovered. In the following 24 hours, the findings were confirmed and the digital signature submission intended to be secure against both classical and quantum computers, HAWK – a lattice‑based […]

The post Cryptography was the last slow problem appeared first on EU-Startups.

British private equity firm Aspirity Partners has signed a definitive agreement to acquire a majority stake in Onomondo, the Danish IoT infrastructure & connectivity company, leading a combined investment north of €100 million. EIFO, Denmark’s sovereign investment fund and an Onomondo backer since 2021, will increase its investment alongside Aspirity. Henrik Aagaard, CTO and co-founder […]

The post Aspirity Partners makes Nordic debut with €100 million+ investment in Onomondo appeared first on EU-Startups.

Voi Technology, the Stockholm-based e-scooter and e-bike sharing company, has signed a €150 million revolving credit facility (RCF) with three Nordic banks. The Swedish micromobility startup has entered into the new RCF (new facility) with Danske Bank, Swedbank and DNB Sweden. According to Voi, this new facility represents a further step in its financial development […]

The post Swedish micromobility company Voi secures €150 million RCF to redeem outstanding bonds and scale its fleet appeared first on EU-Startups.

Blue Health Intelligence, an Amsterdam-based preventive health care startup, has secured €3.4 million in funding for international expansion and further product development. The round was led by Knop Investments, with participation from entrepreneurs such as Jeroen Tas, former Chief Innovation and Strategy Officer at Philips, and Dutch lifestyle influencer Anna Nooshin. “In countries such as […]

The post Amsterdam’s preventive HealthTech Blue Health Intelligence raises €3.4 million to expand across Europe appeared first on EU-Startups.

KHOY Company, a Helsinki-based direct-to-consumer design and furniture company, has raised €2 million in growth funding. The round was led by Finnish private equity investor Virta Equity, with participation from Innovestor and several angel investors. “KHOY has solved something the furniture industry has struggled with: how to sell and ship large, bulky products across borders […]

The post Helsinki-based KHOY raises €2 million to take its vacuum-packed sofa beds across Europe and the US appeared first on EU-Startups.

Many startup founders have it backwards when thinking about PR. They imagine you land the biggest publication you can and reap the benefits of instant fame. This process may have worked for a few startups 15 years ago, when venture capital was sparser and a handful of publications could still put young companies on the […]

The post 2026 PR playbook for startups: the strategic framework appeared first on EU-Startups.

Reverion, an Eresing-based EnergyTech company that builds reversible fuel cell power plants for decentralised energy supply, today announced the closing of a €154.2 million ($175 million) Series B funding round to scale production of its dispatchable, carbon-negative power plants. The round was led by Kembara, Mundi Ventures’ €1 billion DeepTech and climate fund. The round […]

The post Germany’s Reverion raises €154.2 million to scale production of power plants that generate electricity from gas appeared first on EU-Startups.

The UK venture capital market has matched the United States on long-term fund performance while its newest generation of funds is outperforming both US and European peers, according to new analysis from the British Business Bank. The Bank’s latest UK Venture Capital Financial Returns report found that UK venture capital funds generated a pooled Total […]

The post UK venture capital matches US long-term returns as newer funds pull ahead appeared first on EU-Startups.

Around 40% of EU grids are already more than 40 years old, while Europe may need more than one million additional workers to support the energy transition. These are the findings from a new report by SET Ventures and Future Energy Ventures, outlining that while Europe is plagued by an ageing energy infrastructure, the continent […]

The post China builds the robots, the US backs the AI – can Europe win the energy grid? appeared first on EU-Startups.

The crypto market in Europe is moving to a new era. For years, startups were able to create exchanges, wallet products, payment tools and token services on the mosaic of national regulations. That era is fading. The deadline for compliance is fast approaching and the Markets in Crypto-Assets framework (MiCA) is driving the industry towards […]

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Paris-based Rayon, the browser-based drawing software for interior designers, has raised €10 million in Series A funding. The funding round was led by Partech with participation from existing investors Northzone, Foundamental, and Seedcamp. The Series A round takes Rayon’s total funding to nearly €16 million. It follows a €4 million Seed round in September 2023 […]

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The valuation of UK hyped AI-audio generator ElevenLabs has doubled to $22bn in less than a year, it said today, as it completed a $300m employee tender offer.

Existing investors and employees sold £300m worth of stock in the tender offer, which was led by Wellington and T Rowe Price.

The $22bn valuation doubles its valuation from February when it raised $500m in a primary Series D funding round at an $11bn valuation.

ElevenLabs has carried out previous employee tender offers, as it looks to offer liquidity to employees.

As part of the tender offer, EQT, Goldman Sachs, GIC, OTPP, Sapphire Ventures, and BDT & MSD invested in ElevenLabs for the first time, alongside existing investors includi…

The team behind a technology that underpins real-time data use in banking has raised $20m in a Series A funding round for a startup, which carries out the plumbing work behind AI agents.

The funding round in Berlin-founded Restate was led by European VC Singular, with participation from Redpoint Ventures and Capital One Ventures.

Restate says it’s building a new generation of infrastructure for applications, from distributed backend to AI agents.

Its software makes AI agents and backend applications durable, such as avoiding crashes and other failures, it says.

Stephan Ewen, CEO and co-founder of Restate, said: “Durable execution solved an important problem: it made individual processes rel…

Nearly 90 percent of companies now use AI in at least one business function, and 44 percent have already scaled it across their organizations.

Yet according to McKinsey’s “State of AI in 2026,” only 37 percent report a measurable impact on EBIT.

Ask an AI model whether a product is still in stock, for example, and it may get two different answers from two different systems — then confidently pick one.

The result is exactly what companies were hoping AI would eliminate: errors that someone has to clean up afterward.

It’s who knows what they want to do with it — and is willing to take responsibility for the outcome.

Lithuania’s Blackswan Space, has successfully closed its second investment round, led by Iron Wolf Capital, raising €2.5 million.

Founded in 2019, Blackswan Space has been developing its innovative Mission Design Simulator (MDS) software for next-gen autonomous space missions, and its rendezvous & proximity operations (RPO) system, the RPO Kit, a plug-and-play spacecraft payload designed to autonomously perform complex navigation manoeuvres, leveraging advanced vision-based target detection, identification and tracking.

ASTRAL is backed by up to €3.3 million in funding from the UK Space Agency and the European Space Agency (ESA).

Blackswan Space is working to change that.

This is no small f…

Traveltech Tryp.com has raised €1.9 million in funding in a round led by Point Capital Partners.

Founded in Odense in 2021 by six engineering students, the company is headquartered in Copenhagen and operates a licensed travel agency in Lisbon.

The company has passed 10 million users since launch and now reaches around 1 million users a month.

Ten million users later, an airline runs its holiday platform on the same engine.

​"We led the previous round of funding for Tryp.com because this team builds complex travel technology in a very capital-efficient way," said João Henriques, Partner, Iberis Capital.

Paris-based industrial robotics company Inbolt has raised €11 million in funding to support its international growth and entry into the data centre and electronics manufacturing sectors.

Founded in 2019 by Rudy Cohen (CEO), Albane Dersy (COO) and Louis Dumas (CTO), Inbolt develops technology that enables industrial robots to perceive their surroundings and adapt their movements in real time.

Inbolt combines 3D vision with a hardware-agnostic AI software layer that allows robots to perceive changes in their environment and adjust their control loops in real time.

It's about giving every robot, regardless of make or model, the intelligence to see and adapt in real time.

The company will use t…

Swedish green steel startup Stegra today said it would need extra capital to finish construction of a giant green steel plant, as it appointed an executive with a key investor as its new CEO.

According to sources cited by the publication Affärsvärlden, at least SEK 10 billion, around €880m, is needed to complete the plant.

Stegra today said its largest shareholders have “expressed a positive view on taking part in the work to secure the capital required to complete the project”.

The board has also appointed former Saab CEO Håkan Buskhe as its new CEO, replacing Henrik Henriksson.

Buskhe, who is head of special investments at Wallenberg Investments and a Stegra board member, was CEO and pres…

UK AI startup Zenithon has raised $10 million to build what it describes as the first world models for extreme physics and accelerate the development of technologies that will define the 21st century.

Zenithon is developing “world models” — AI models that learn how complex physical systems behave and can rapidly predict the outcomes of different designs — for technologies including fusion reactors, rockets, and semiconductor manufacturing.

The company argues that these technologies will help shape the 21st century alongside AI, but that developing them increasingly depends on understanding and controlling highly complex physics.

According to the company:“Building the next generation of thes…

Headquartered in Copenhagen, Onomondo is a pioneer in the global IoT infrastructure space, powered by a proprietary, end-to-end technology stack built to navigate a world experiencing accelerating device connectivity.

Just as platforms like AWS simplified cloud deployment for global enterprises, Onomondo abstracts away network friction to provide the invisible architecture driving this universal “connectivity of everything”.

As physical AI moves decision-making onto devices themselves, those devices need infrastructure that reaches them wherever they are.

Onomondo’s technology includes its SoftSIM technology and the ability to deploy hybrid public and private networks.

Its infrastructure en…

Founded at the end of last year by Carl Hoffmann and Rado Pavlov, Ahron is developing an AI agent-based platform designed to automate HR processes across companies' existing systems.

The company is targeting the fragmentation of enterprise HR systems, with large organisations often using more than a hundred different tools that have limited connectivity.

Ahron uses Celonis's Process Intelligence technology to create a digital twin of HR processes using data from a company's existing systems.

Ahron is also developing a central control layer through which companies can define and manage policies and guardrails governing how AI agents operate across HR processes.

Ahron will use the funding to …

Cybersecurity company Blackwall has reached a €1 billion valuation and ranks fifth in TopTech 2026 , the annual ranking of Estonia's 30 most valuable tech companies.

Blackwall jumps 368 per cent to €1.03 billionAccording to Indrek Uudeküll, Partner at Prudentia Tallinn, who led the compilation of the ranking, Blackwall also received this year's TopTech special award for the biggest riser.

Wise and Bolt weigh on Estonia’s overall tech valuationThe combined value of Estonia's 30 most valuable tech companies fell slightly year on year, to €26.4 billion from €27.7 billion.

Frankenburg's value rose 89 per cent (to €283 million), Threod's 45 per cent (€245 million) and Milrem's 27 per cent (€177 …

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.