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“By irradiating the paper with a CO laser, we create refusible, sugar-like reaction products that we use instead of the synthetic materials or adhesives that would otherwise be required to seal the paper by the heat sealing process.

Crucial sealing parameters are sealing time, sealing temperature, sealing pressure, and tool geometry.

The adhesive-free sealing process is being adapted based on sensors proven in industry (including image and moisture sensors) and a digital twin with a trained data model.

The heat generated during the sealing process activates the cleavage products, causing the two paper webs to bond together.

This makes the process especially attractive for packaging machine …

The version is the minimum version your project can be compiled with.

It is not the version you use to compile your project, but the minimum version that anyone can use to compile your project.

This is viral: the version you put in your go.mod file will be the minimum version that any projects that depend on you can set.

The docs do say its the minimum version though, so it is clear that the intention is for this to be a minimum version, not the version you are using.

The fact that it defaults to the latest version is just a bad default that people should change.

Access ErrorThe page you are trying to access is unavailable because we detected potential misuse.

Please wait a moment and try again.

For help please visit help.ft.com.

We apologise for any inconvenience.

Anstead identified a buyer, a private equity firm called Alchemy Partners.

With a dwindling supply of undervalued companies to choose from, some of the sharpest minds in finance found a new and unexpected target: care homes.

Care homes were the slot for withdrawing their cash.

Nevertheless, from the turn of the 21st century, private equity investment in care homes ballooned in both Britain and the US.

Other businessmen bought crematoriums as well as care homes, in anticipation of their clients’ final billable requirements.

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© South Tyrol Museum of Archaeology/Augustin OchsenreiterFor years, scientists thought Ötzi the Iceman’s maternal line had vanished.

In 2008, genetic researchers studying Ötzi’s mitochondrial DNA concluded that his direct maternal lineage was extinct.

Phylogenetic timeline illustrating Ötzi the Iceman’s mtDNA haplogroup K1f and its continuity into a modern maternal lineage.

Visualization of the world’s largest mtDNA haplotree, containing more than 54,000 branches used in the reanalysis of Ötzi the Iceman’s maternal lineage.

Where Has Ötzi the Iceman’s Maternal Lineage Been Found?

.wall { --delta-x: calc(var(--end-x) - var(--start-x)); --delta-y: calc(var(--end-y) - var(--start-y)); width: calc(hypot(var(--delta-x), var(--delta-y)) * 1px); height: calc((var(--ceiling-z) - var(--floor-z)) * 1px); transform: translate3d( calc(var(--start-x) * 1px), calc(var(--ceiling-z) * -1px), calc(var(--start-y) * -1px) ) rotateY(atan2(var(--delta-y), var(--delta-x))); }JavaScript passes raw DOOM data in.

The game loop then calls JavaScript functions in the renderer, which acts as a very thin layer around the CSS.

The coordinate problemDOOM’s coordinate system doesn’t map directly to CSS 3D.

CSS 3D has Y going up and Z going toward the viewer.

When a projectile is spawned, the JavaS…

TL;DR Android is taking new measures to discourage casual app installation from unverified developers, including a 24-hour wait period.

Ever since last summer, Google’s been getting Android users ready for new rules regarding how you’re allowed to install apps on your devices.

Earlier this month, Google finally detailed the precise workflow that will be needed to install apps from unknown developers — and that includes a mandatory 24-hour delay.

pic.twitter.com/N4d1plAglA — Android Developers (@AndroidDev) March 27, 2026Forsythe confirms that users who enter this “advanced flow” that removes limits on installing apps from unverified developers will be able to carry over that option to a new…

A founder told me seasoned engineers keep saying AI-built software is not possible.

With the exception of the AWS IAC, the platform was 100% built with AI.

The Web - “Web software doesn’t really work and isn’t secure.” I remember a CTO at a financial services company who said that his team would never deploy software they didn’t compile and install themselves.

The engineers telling this founder “it’s not possible” are in the same camp as the CTO who wouldn’t deploy web software.

And she should ignore anyone who tells her what she built isn’t possible - especially while she’s running it in production.

40 months of ChatGPTOpenAI first launched ChatGPT at the end of November 2022, nearly 40 months ago.

Claude Code, my ReviewTwo months ago I purchased a Claude Pro subscription for the first time.

I have a lot of doubts about using AI, but not for this use case.

Consuming AI ContentAs a reader, viewer, or listener I find AI generated content really unappealing.

And that subtle, expert-level users could produce great content using AI.

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AboutOpenCiv1 project is an open source rewrite of Civilization 1 Game designed by Sid Meier and Bruce Shelley in year 1991.

Q: Will OpenCiv1 source code be indentical to the Original Civilization 1 game source code?

The OpenCiv1 source code does not contain any original Civilization 1 source code.

Milestones for a first stageReaching the initial playability of the game (passed),Rewrite of the game code, functionalities and features (in progress...),Archive the game code.

Original game rules and logic (except for established bugs),Overall look and feel of the original game.

Personal income tax filing deadline for most Canadians is usually end of April each year.

I would not call my personal tax situation a complex one, however, given that I manage it for both me and my wife, I would want to optimize it as much as possible.

I used that along with markitdown and ocrmypdf to populate FILED.md and asked Claude Code CLI to audit all the information before I submitted the filing.

I found Claude Code CLI much more convenient and flexible compared to the Claude desktop app.

Combined with Obsidian and a terminal like Ghostty ↗, managing personal life stuff with Claude Code CLI becomes a breeze once you get the hang of it.

I’ve taken agency in the treatment of my bone cancer (osteosarcoma in the T5 vertebrae of the upper spine).

After I’ve ran out of standard of care treatment options and there were no trials available for me I’ve started doing: maximum diagnostics, created new treatments, started doing treatments in parallel, and scaling this for others.

Elliot Hershberg wrote a great and extensive article about my cancer journey.

My cancer journey deck is embedded below, there also is a recording of an OpenAI Forum presentation.

Please scroll further on this page for my data and other information.

Linux is an interpreter And why you would want to exec a cpio Linux kexec boot recursion quine elfThis is a standalone addendum to an earlier four-part series.

Interpret it a different wayIf the Linux kernel is an interpreter, who interprets the Linux kernel interpreter?

How is it possible for the Linux kernel to execute my shell script when I run ./foo.sh ?

Turns out that it’s statically linked, so the Linux kernel itself, which has ELF interpretation facilities, can interpret it!

The strangest loopOur QEMU interpreter script can be thought of as creating a new stack frame of the Linux environment.

undroidwish AndroWish sans the borg,a project just for pun.

Another build script is provided which allows building undroidwish with the SDL2 Wayland video driver.

allows to run undroidwish in frame buffer mode.

This is a special video driver which is described further in jsmpeg SDL Video Driver.

The feature is available starting with the "Eppur si muove (2019-06-22)" release in most Linux, Windows, and MacOSX variants of undroidwish.

Welcome to the rpg.actor Game Jam!

Every character on rpg.actor lives on the open social web.

Stats, sprites, game system data are all stored on the player's own server through AT Protocol.

Your stats and sprite travel between adventures, you level up across different worlds, and your persona lives on across the internet.

Pull in a player's character sheet.

ll/34 is a circuit-level emulator for the PDP-11/34A (1976), running a virtual CPU reverse-engineered from the schematics, microcode, and logic captures of an actual PDP-11/34A.

Circuit-level (ROM truth tables + combinatorial logic) was chosen other gate-level (Verilog) because it is low-level enough to reproduce hardware bugs, yet fast enough to run programs.

Each micro-word controls the ALU, scratchpad, bus interface, and branching for one micro-cycle.

Open-collector ROMs wire-OR onto the MPC bus.

It allows initializing the bus, booting the CPU, single-stepping through code, examining and depositing data at arbitrary addresses, and quitting the emulator.

Prime examples of that disturbing paradox are the so-called star forts that proliferated throughout Renaissance Europe.

The resulting star forts (so called because of their multiple fortified extrusions) solved a technological crisis.

Despite their sophistication, star forts eventually became obsolete, undone by the very problem they once solved.

(Credit: Giacomo Franco, CC BY 2.0)By the 19th century, star forts had lost their military purpose.

Ironically, once relieved from their purely militaristic duties, star forts revealed their aesthetic value.

The web editor is completely free with 3 downloads per month.

If you need unlimited downloads, the Desktop Pro subscription gives you a native macOS app with no limits.

The web version works in any modern browser with no installation.

The desktop version is a native macOS app that you download and install like any other application.

Your subscription stays active until the end of the current billing period — no surprise charges.

The White House released an app on the App Store and Google Play.

It's a React Native app built with Expo (SDK 54), running on the Hermes JavaScript engine.

What the App Actually DoesI extracted every string from the Hermes bytecode bundle and filtered for URLs and API endpoints.

Every time a page loads in this WebView, the app injects a JavaScript snippet.

The OneSignal SDK's native location tracking code is fully compiled into the APK.

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Now researchers think sycophantic AI is actually having a harmful effect on everyone.

"Even a single interaction with sycophantic AI reduced participants' willingness to take responsibility and repair interpersonal conflicts, while increasing their own conviction that they were right," the researchers explained.

In every single instance, the AI models showed a higher rate of endorsing the wrong choice than humans did, the researchers said.

Participants tended to rate sycophantic responses as higher in quality, and found that 13 percent of users were more likely to return to a sycophantic AI than to a non-sycophantic one – not high, but statistically relevant at least.

Noting that sycophanti…

AI can now quickly help search and research information, distilling the core of a paper into a concise summary.

But real learning requires deep reading, thinking, and practice.

Since having AI, how long has it been since you truly studied a paper or deeply read through and implemented a technology?

The real risk isn't that AI makes people lazy, but that AI makes "lazy" look like "productive."

What I advocate is using AI for deep work, not treating it as your TikTok of pretend learning.

When All You Can Do Is All or Nothing, Do NothingWritten by Harry Roberts on CSS Wizardry.

Their design system sits on top of a highly permissive CMS.

Dumb Design SystemsA design system (or any system, really) should never try to know more than it really does.

If your design system or CMS cannot confidently identify one winner, it shouldn’t flood the network claiming that several things are equally urgent.

Do Nothing, DeliberatelySometimes, at design system level, the least clever option is the safest.

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Unlike FPU instructions, (F)WAIT does not communicate with the FPU at all; it only observes the BUSY signal input to the CPU.

Most FPU instructions were closely followed by another FPU instruction and the CPU could not do a whole lot in between.

When executing a lengthy FPU instruction, the CPU almost certainly needed the actual result and couldn’t just forge ahead.

The CPU can execute ESC instructions just fine, but if there’s no FPU, ESC is a no-op… but only mostly.

In other words, the 386 knows exactly how long FPU instruction operands are, but there are edge cases it does not handle.

So the goals are:protect my systems from the slopus,protect my systems from malicious dependencies (at least somewhat),retain the usual UX.

Then I want to automate entering isolated environment in every project I'm working on.

-x "$ HOME /bin/isolate " ]] ; then >& 2 echo " warning: $ HOME /bin/isolate not found, skipping isolation " exec "$ @ " fi dir ="$ ( pwd ) " while true ; do if [[ -f "$ dir /.isolate " ]] ; then exec env ISOLATE_EXTRA_CONFIG="$ dir /.isolate " $ HOME /bin/isolate "$ @ " fi if [[ "$ dir " == " / " ]] ; then break fi dir ="$ ( dirname "$ dir " ) " done exec "$ @ "auto-isolate will automatically call isolate for a given command if it can find .isolate in current working…

Linux is an interpreter And why you would want to exec a cpio Linux kexec boot recursion quine elfThis is a standalone addendum to an earlier four-part series.

Interpret it a different wayIf the Linux kernel is an interpreter, who interprets the Linux kernel interpreter?

How is it possible for the Linux kernel to execute my shell script when I run ./foo.sh ?

Turns out that it’s statically linked, so the Linux kernel itself, which has ELF interpretation facilities, can interpret it!

The strangest loopOur QEMU interpreter script can be thought of as creating a new stack frame of the Linux environment.

There’s significant privacy implications here and a lot of misinformation about pinging cell towers and “zoom enhance” stuff.

Location Sources & AccuracyThere’s roughly 4 levels of accuracy in cell phone networks, we’ll cover each one, and how the network treats it.

Tracking Area sizing has sweet spots, you want more than a few cells, commonly about a dozen or so in the same geographic area get lumped into the same tracking area.

Cell ID Level Accuracy (CGI / E-CGI)Every cell site sector (cell) has a unique ID to denote which carrier you’re connected to.

OTDOA – “Pinging”Sometimes you don’t get an indoor location with GPS or the phone might be too old to support LPP Positioning, no GPS buil…

Hi All,Summary: What would it take to enable non-protected VMs on the Qualcomm's Snapdragon chip that ships on the Samsung S26 Ultra?

I can't just wait for them to enable it.

Why wouldn't Qualcomm enable it?

Anyone have any word on if Samsung will be fixing this anytime soon?

Hardware:Samsung S26 Ultra - https://www.samsung.com/uk/smartphones/galaxy-s26-ultra Snapdragon 8 Elite Gen 5 for Galaxy.

Anatomy of the .claude/ folderClaude Code users typically treat the .claude folder like a black box.

The .claude folder is the control center for how Claude behaves in your project.

The global ~/.claude/ folder holds your personal preferences and machine-local state, like session history and auto-memory.

The commands/ folder: your custom slash commandsOut of the box, Claude Code has built-in slash commands like /help and /compact .

The key insightThe .claude folder is really a protocol for telling Claude who you are, what your project does, and what rules it should follow.

Whether you're stepping into your first management role or navigating a new company, this book shows you how to thrive by understanding the hidden rules that shape your role, building unshakeable team alignment, and mastering the art of planning in uncertainty.

From decoding your company's DNA and organizational dynamics to turning vague ambitions into actionable plans, you'll discover practical frameworks that reveal why some engineering teams flourish while others get stuck in endless debates and missed deadlines.

This is the book we wish we had when we first stepped into management.

Part of the push for open APIs was simple good will towards the rest of the world.

There was also a feeling from the companies involved that the APIs would be beneficial for their bottom lines.

My banks do not have good APIs.

In the second wave, APIs map cleanly to normal product capabilities.

While can expect many products and services to offer APIs for good agentic interoperability, it won’t be forthcoming everywhere.

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Kernel 6.12.0-yolo-amd64 | Memory 15.2 GB | Storage 847 GB / 2.0 TB | Agent: onlineyou › can you update the systemChecking for updates across 1,247 packages…Found 23 updates (740 MB).

Downloading in background.

I'll apply them at next reboot unless you'd like me to restart services now.

Shall I proceed with the restart, or schedule for tonight?

Comments

Wall Street Journal:

A profile of Mark Lanier, a TX lawyer and part-time pastor who beat Meta and Google in the LA social media case and said Zuckerberg was “rattled” on the stand — Plaintiff's attorney Mark Lanier uses props and parables to challenge social-media giants, drugmakers and manufacturers …

Julie Bort / TechCrunch:

Report analyzing payments of 28M US consumers shows Claude adding paid subs at a steadily increasing pace; Anthropic: paid subs have more than doubled this year — Whatever the final outcome for Anthropic from its feud with the Department of Defense, the attention it has generated …

Pierluigi Paganini / Security Affairs:

ShinyHunters says it stole 350GB+ of data in a cyberattack on the European Commission, detected on March 24; the EC says its internal systems were not affected — The European Commission has allegedly been breached by ShinyHunters, with reported data dumps including content from mail servers.

John Sakellariadis / Politico:

Sources: DHS clears seven CISA staffers of wrongdoing; the staffers arranged a polygraph for CISA's former acting director Madhu Gottumukkala that he failed — Former DHS spokesperson Tricia McLaughlin previously told POLITICO the staffers were under investigation for “misleading” …

Grace Kay / Business Insider:

Sources: Ross Nordeen, the last remaining cofounder at xAI, left the company on Friday; Nordeen reported directly to Elon Musk as his right-hand operator — Follow Grace Kay … - Elon Musk started xAI with 11 cofounders in 2023. — The last remaining one, Ross Nordeen, has now exited the company.

Keach Hagey / Wall Street Journal:

A look at the decadelong feud between Sam Altman and Dario Amodei; sources say Amodei likened Altman's legal fight with Musk to Hitler's fight with Stalin — Personal wounds and power struggles between the leaders of OpenAI and Anthropic are defining how the world encounters the technology

Kevin Lincoln / Bloomberg:

Chess grandmasters find new ways to win by making less optimal moves after AI pushed classical chess toward perfect play, breathing new life into the game — Artificial intelligence drove chess toward perfect play, leading to more draws at top tournaments. Now grandmasters are winning by making less optimal moves.

Newcomer:

A look at some themes at this year's Hill and Valley Forum: embracing government-led industrial policy to onshore manufacturing, AI's unpopularity, and more — Plus, Kleiner's big fundraise & a reckoning for social media … The Main Item — Industrial Policy Gets New Life as Tech Eyes Government Incentives

Christopher Beam / Bloomberg:

Prediction market bets decided on linguistic technicalities expose how hard it is to turn language into a binary market, with payouts hinging on a single word — Bets decided on linguistic technicalities are exposing how hard it is to turn language into a binary market with payouts hinging on a single word.

Reuters:

Meta's longtime content policy chief Monika Bickert is leaving the company to teach at Harvard; she will stay at Meta until August to work on a transition plan — Meta's long-time content policy chief Monika Bickert, who oversaw the writing and enforcement of Facebook's content policies …

Mary Ann Azevedo / Crunchbase News:

Investment in Austin-based startups grew to a record high of $7.19B in 2025, up from $4.37B in 2024 and topping a pandemic peak of $6.1B in 2021 — At the height of the pandemic and the global shift to remote work, tech founders and investors alike flocked to Austin, Texas …

Reuters:

Taiwanese memory chipmaker Nanya raised $2.5B in a private placement from Sandisk, SK Hynix's Solidigm, Cisco, and Kioxia to expand advanced chip production — Shares of Taiwanese memory chip maker Nanya Technology (2408.TW) opened limit-up 10% on Thursday after raising about $2.5 billion …

Edna Tarigan / Associated Press:

Indonesia begins implementing a regulation that bans under-16s from digital platforms that could expose them to porn, cyberbullying, online scams, and addiction — Indonesia on Saturday began implementing a new government regulation approved earlier this month that bans children younger …

Brian Contreras / Inc:

Worth, which aims to help financial services onboard and underwrite SMBs, raised a $30M Series A led by Fulcrum Equity Partners, following a $25M seed round — Being a first-time founder can be tough. When you come back for round two, though, there are definitely a few perks.

Brendan Bordelon / Politico:

Despite Anthropic winning a ruling against the DOD in California, it must still convince the DC Circuit Court of Appeals to lift the supply chain risk label — But while Thursday's decision is a win for Anthropic, several lawyers and lobbyists said it will do little to lift the cloud …

Jennifer Elias / CNBC:

A Jeffrey Epstein victim files a class action against the Trump administration and Google, claiming Google's search and AI Mode published victims' personal info — A victim of notorious sex predator Jeffrey Epstein filed a class action lawsuit Thursday on behalf of herself and other survivors …

Anu Adegbola / Search Engine Land:

Google rolls out its Veo video model globally within Google Ads, allowing advertisers to create 10-second videos for YouTube from up to three static images — Advertisers can now generate short videos directly inside Google Ads using Veo, Google's most advanced generative video model — no video production required.

Eduardo Baptista / Reuters:

NeurIPS reverses a policy change that would have banned papers from researchers at any entity under US sanctions, after backlash from Chinese researchers — A leading artificial intelligence conference on Friday reversed a policy change that would have banned papers from researchers …

Jaron Schneider / PetaPixel:

Sony Japan temporarily suspends fulfillment of orders for nearly all of its CFexpress and SD memory card product lines due to solid state memory shortages — The global shortage of solid state memory has claimed its first photographic victim, as Sony has announced that it is suspending fulfillment …

Mark Gurman / Bloomberg:

Sources: Meta plans to debut two Ray-Ban smart glasses models next week intended for prescription wearers, to be sold mainly via prescription eyewear channels — Meta Platforms Inc. plans to debut two new Ray-Ban smart glasses models next week intended for prescription wearers.

Brent D. Griffiths / Business Insider:

Anthropic adjusts Claude session limits and says users will use up their limits faster during peak hours, amid compute strain due to Claude's new popularity — Follow Brent D. Griffiths … - Anthropic adjusted Claude usage caps during peak hours. — The changes show that the AI company is experiencing some compute strain.

Josh Scott / BetaKit:

Toronto-based quantum computing company Xanadu's stock closed up 15% in its trading debut on Nasdaq; it also began trading on the Toronto Stock Exchange — Toronto-based quantum company the first new Canadian tech firm to list on the TSX since 2021. — Toronto quantum computing firm …

Bloomberg:

Sources: Physical Intelligence, which is developing AI models for robotics, is discussing a new funding round of about $1B that would value it at $11B+ — Physical Intelligence, a two-year-old robotics startup founded by AI academics and former Google DeepMind researchers …

Karissa Bell / Engadget:

Court docs: Zuckerberg texted Musk approvingly about his work with DOGE in February 2025, offering to “take down content doxxing or threatening” DOGE staffers — The two have a complicated history, but were apparently on friendlier terms at the start of the Trump Administration.

Ari Levy / CNBC:

Tech stocks suffer their worst week in almost a year, driven by the Iran war and Meta's legal defeats; Meta fell 11%, Alphabet fell ~9%, and Microsoft fell ~7% — A bad week for stocks was particularly rough for tech investors, as the Nasdaq suffered its worst weekly drop since April 2025.

Financial Times:

US memory chip stocks lost ~$100B in market value this week, led by Micron's 15% drop, after Google Research detailed its TurboQuant compression algorithm — New research suggests AI data centres will need much less memory than investors had bargained for — US memory chip stocks …

Bloomberg:

Filing: Kalshi has secured a license allowing it to offer margin trading to users, which would make the platform more appealing to institutional investors — Kalshi Inc. has secured a license allowing it to offer margin trading to users, a feature that would make the prediction market platform …

Emily Goodin / New York Post:

The Trump administration launches the White House app, promising news “straight from the source, no filter”, with news, live, social, and gallery sections — The Trump administration announced the launch of the White House app on Friday, promising news “straight from the source, no filter.”

TechCrunch:

The FBI confirms Iran-linked Handala breached Kash Patel's personal email but says the data accessed was “historical in nature” and involves no government info — Lorenzo Franceschi-Bicchierai Zack Whittaker — A hacking group backed by the Iranian government dubbed “Handala” …

Claude SubconsciousA background agent that whispers to Claude Code.

Important Claude Subconscious is an experimental way to extend Claude Code (a closed source / black box agent) with the power of Letta's memory system, tool access, and context engineering.

Claude Code forgets everything between sessions.

How It WorksAfter each response, the transcript is sent to a Letta agent via the Letta Code SDK.

Set TMPDIR to work around this Claude Code bug:mkdir -p ~ /.claude/tmp export TMPDIR= " $HOME /.claude/tmp "Add to your shell profile ( ~/.bashrc or ~/.zshrc ) to make permanent.

New in V2: Smarter query construction, two-phase supplemental search, free X search via bundled Bird client, --days=N flag, automatic model fallback.

Example: Top Claude Code Skills (Recommendations)Query: /last30days top claude code skillsResearch Output:The Claude Code skills ecosystem has exploded with marketplaces, curated lists, and viral skill announcements.

[Reddit + X icons merge] "Scans Reddit & X from the last 30 days" 2.

Node.js 22+ - For X search (bundled Twitter GraphQL client)- For X search (bundled Twitter GraphQL client) Bundled X auth - Set AUTH_TOKEN and CT0 for popup-free local X search- Set and for popup-free local X search Alternate X backend - Set XAI_API_KEY if bundle…

This free and open source project is designed to handle large-scale geographic data from the real world and generate detailed Minecraft worlds.

Choose your area on the map using the rectangle tool and select your Minecraft world - then simply click on Start Generation!

: Ensure that all components (e.g., data fetching, processing, and world generation) are cleanly separated into distinct modules for better maintainability and scalability.

Performance Optimization : We aim to keep a good performance and speed of the world generation process.

: We aim to keep a good performance and speed of the world generation process.

Complex/borderless tables, LaTeX formulas, and AI-generated picture/chart descriptions all via hybrid mode (hybrid mode)— Yes.

Complex/borderless tables, LaTeX formulas, and AI-generated picture/chart descriptions all via hybrid mode (hybrid mode) How do I use this for RAG?

Untagged PDF in → Tagged PDF out.

Auto-tagging generates the Tagged PDF; PDF/UA export is the final step (pipeline)— Converting Tagged PDF to PDF/UA-1 or PDF/UA-2 is an enterprise add-on.

We are committed to keeping the core accessibility pipeline (layout analysis → auto-tagging → Tagged PDF) free and open-source.

Install ffmpeg on your system, or set the IMAGEIO_FFMPEG_EXE environment variable.

To enablerepo look-ups and downloads online, pass 'local files only=False' as input.

Please check your internet connection and try again.

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

解决方法：点击查看如何从网盘手动下载模型反馈建议 📢可以提交 issue 或者 pull request。许可证 📝点击查看 LICENSE 文件

Project N.O.M.A.D.

is a self-contained, offline-first knowledge and education server packed with critical tools, knowledge, and AI to keep you informed and empowered—anytime, anywhere.

For a barebones installation of the management application itself, the following minimal specs are required:Note: Project N.O.M.A.D.

Again, Project N.O.M.A.D.

The format is , where: Submit a pull request : Once your changes are ready, submit a pull request to the main repository.

TradingAgents: Multi-Agents LLM Financial Trading FrameworkNews[2026-03] TradingAgents v0.2.2 released with GPT-5.4/Gemini 3.1/Claude 4.6 model coverage, five-tier rating scale, OpenAI Responses API, Anthropic effort control, and cross-platform stability.

TradingAgents FrameworkTradingAgents is a multi-agent trading framework that mirrors the dynamics of real-world trading firms.

trading_graph import TradingAgentsGraph from tradingagents .

default_config import DEFAULT_CONFIG ta = TradingAgentsGraph ( debug = True , config = DEFAULT_CONFIG .

default_config import DEFAULT_CONFIG config = DEFAULT_CONFIG .

The Unified Toolchain for the Web runtime and package management, create, dev, check, test, build, pack, and monorepo task caching in a single dependencyVite+ is the unified entry point for local web development.

Vite+ is fully open-source under the MIT license.

Getting StartedInstall Vite+ globally as vp :For Linux or macOS:curl -fsSL https://vite.plus | bashFor Windows:irm https://viteplus.dev/install.ps1 | iexvp handles the full development lifecycle such as package management, development servers, linting, formatting, testing and building for production.

Configuring Vite+Vite+ can be configured using a single vite.config.ts at the root of your project:import { defineConfig } from 'vite-…

An Application that automates the process of making money online.

MPV2 (MoneyPrinter Version 2) is, as the name suggests, the second version of the MoneyPrinter project.

Watch the YouTube video hereFeaturesTwitter Bot (with CRON Jobs => scheduler )Twitter Bot (with CRON Jobs => ) YouTube Shorts Automater (with CRON Jobs => scheduler )YouTube Shorts Automater (with CRON Jobs => ) Affiliate Marketing (Amazon + Twitter)Affiliate Marketing (Amazon + Twitter) Find local businesses & cold outreachVersionsMoneyPrinter has different versions for multiple languages developed by the community for the community.

Code of ConductPlease read CODE_OF_CONDUCT.md for details on our code of conduct, and the …

⚡ QuickstartUnsloth can be used in two ways: through Unsloth Studio, the web UI, or through Unsloth Core, the code-based version.

Unsloth Studio (web UI)Unsloth Studio (Beta) works on Windows, Linux, WSL and macOS.

3.13 winget install -- id = astral - sh.uv - e uv venv unsloth_studio -- python 3.13 .\unsloth_studio\Scripts\activate uv pip install unsloth -- torch - backend = auto unsloth studio setup unsloth studio - H 0.0 .

3.13 winget install -- id = astral - sh.uv - e uv venv unsloth_env -- python 3.13 .\unsloth_env\Scripts\activate uv pip install unsloth -- torch - backend = autoFor Windows, pip install unsloth works only if you have PyTorch installed.

🦥 Unsloth NewsIntroducing Unsloth …

shadPS4Bloodborne by From Software Hatsune Miku Project DIVA Future Tone by SEGAYakuza 0 by SEGA DRIVECLUB™ by Evolution StudiosGeneral informationshadPS4 is an early PlayStation 4 emulator for Windows, Linux and macOS written in C++.

To verify that a game works, you can look at shadPS4 Game Compatibility.

Important macOS users need at least macOS 15.4 to run shadPS4.

Controller button Keyboard equivalent LEFT AXIS UP W LEFT AXIS DOWN S LEFT AXIS LEFT A LEFT AXIS RIGHT D RIGHT AXIS UP I RIGHT AXIS DOWN K RIGHT AXIS LEFT J RIGHT AXIS RIGHT L TRIANGLE Numpad 8 or C CIRCLE Numpad 6 or B CROSS Numpad 2 or N SQUARE Numpad 4 or V PAD UP UP PAD DOWN DOWN PAD LEFT LEFT PAD RIGHT RIGHT OPTIONS RETUR…

Dimensional is agent native -- "vibecode" your robots in natural language and build (local & hosted) multi-agent systems that work seamlessly with your hardware.

sensor_msgs import Image , ImageFormat class RobotConnection ( Module ): cmd_vel : In [ Twist ] color_image : Out [ Image ] @ rpc def start ( self ): threading .

sensor_msgs import Image from dimos .

agent import agent blueprint = autoconnect ( go2_connection (), agent (), ).

transports ({( "color_image" , Image ): LCMTransport ( "/color_image" , Image )}) # Run the blueprint if __name__ == "__main__" : blueprint .

Open-source framework for building your org's internal coding agent.

Note 💬 Read the announcement blog post hereArchitectureOpen SWE makes the same core architectural decisions as the best internal coding agents.

The repo is cloned in, the agent gets full permissions, and the blast radius of any mistake is fully contained.

Invocation — Slack, Linear, and GitHubAll three companies in the article converge on Slack as the primary invocation surface.

The open_pr_if_needed middleware acts as a backstop — if the agent finishes without opening a PR, the middleware handles it automatically.

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Private by default Your wiki and archive live on your machine.

* Export anytime Full export to Markdown and original files.

Share a single page with family or back up everything.

Fork it, clone it, hack it, build it, cite it, tag it, ship, extend it.

*When using agent harnesses with models hosted online, your data is sent to those providers.

In retrospect, John’s message was prescient, since it marked the moment when the Metaverse really did break free and become my alienated, prodigal brainchild.

A possible workaround is to keep refining and miniaturizing the devices to the point where they just look like eyeglasses.

Which isn’t a knock on Magic Leap; this stuff is hard, and it must be a devilish balancing act trying to split finite capital between hardware and software development.

While I haven’t tracked other such projects closely, I don’t think any other headset-making company has come close to Magic Leap when it comes to supporting development of original content.

This means that they make career decisions, and respond to…

Anatomy of the .claude/ folderClaude Code users typically treat the .claude folder like a black box.

The .claude folder is the control center for how Claude behaves in your project.

The global ~/.claude/ folder holds your personal preferences and machine-local state, like session history and auto-memory.

The commands/ folder: your custom slash commandsOut of the box, Claude Code has built-in slash commands like /help and /compact .

The key insightThe .claude folder is really a protocol for telling Claude who you are, what your project does, and what rules it should follow.

Following the 2018 Supreme Court decision Murphy vs. NCAA, sports gambling was unleashed into the world, and the leagues haven’t looked back.

And now here come the prediction markets, such as Polymarket and Kalshi, whose combined 2025 revenue came in around $50 billion.

“These predictive markets are the logical endpoint of the online gambling boom,” Coppins told me on my podcast Plain English.

People will sometimes ask me what business I have worrying about online gambling when people should be free to spend their money however they like.

Is it really so unbelievable that a politician might tip off a friend, or assuage an enemy, by giving them inside information that would allow them to pro…

The targeting for Operation Epic Fury ran on a system called Maven.

The real question, the question almost nobody was asking, is not about Claude or any language model.

The AI underneath the interface is not a language model, or at least the AI that counts is not.

The pattern that played out in Vietnam – a targeting system that could only measure its own performance and ended up believing its own output – is actually older than digital computing.

Once a target was reified on a PowerPoint slide – the target intelligence package, or TIP – it became a black box.

Here's a screenshot showing several of these features in action: Example of some of jsongrep's search query features in practice.

Again borrowing from the ripgrep blog post, here's an "anti-pitch" for jsongrep :jsongrep is not as ubiquitous (yet) as jq .

For more complex queries, subset construction can produce DFA states that combine multiple NFA states.

With the DFA built, searching the JSON document is a simple depth-first traversal of the tree, carrying the DFA state along:Start at the root of the JSON tree in DFA state $q_0$.

All document_parse resultsAs expected, jsongrep takes time to compile the different queries and this is its largest cost: jsongrep query compile time.

The Neko House Desk understands who’s really in charge of your home, and helps you convince them to let you have some space too.

So instead, Japanese furniture and homewares company Bibilab has developed a compromise: the Neko House Desk.

Neko is the Japanese word for cat, so you could also call this the Cat House Desk, but again, this piece of furniture is for people who own pets, not bordellos.

There’s another cat space on the underside of the desk surface, in the normally unutilized space in front of your knees when you’re sitting.

▼ Neko House Desk dimensions (in centimeters)The Neko House Desk is priced at 24,800 yen (US$160) and available through Amazon Japan here, while the 16,862-ye…

Moving from GitHub to Codeberg, for lazy peopleI’ve just started to migrate some repositories from GitHub to Codeberg.

I recommend looking into cross-compilation for your programming language, and to self-host a runner for Forgejo Actions, to solve those problems respectively.

Yes, absolutely, in fact the documentation for Forgejo Actions on Codeberg is out of date right now, but Forgejo Actions will just feel way more familiar coming from GitHub Actions.

For example, where my GitHub Actions workflow would say uses: dtolnay/rust-toolchain , my Forgejo Actions workflow would just change to uses: https://github.com/dtolnay/rust-toolchain .

If you absolutely need macOS runners I’d recommend st…

Yet within months of downloading ChatGPT, Biesma had sunk €100,000 (about £83,000) into a business startup based on a delusion, been hospitalised three times and tried to kill himself.

Now, though, there are concerns that chatbots can make anyone vulnerable to “AI psychosis”.

It knows exactly what you like and what you want to hearLast year, the first support group for people whose lives have been derailed by AI psychosis was formed.

An AI chatbot is optimised for engagement, programmed to be attentive, obliging, complimentary and validating.

An AI chatbot can also be trained to pull users back from delusion.

Next was a RAG engine to orchestrate the document indexing process, embedding generation, vector database storage, and queries.

I wrote my first scripts to run vector tests on the RAG system and do some query experiments.

Documents that added nothing to a RAG system, but that LlamaIndex tried to process as if they were text.

Now the bottleneck was neither the RAM, nor the indexing system, nor the files, but the GPU.

738,470 vectors, 54GB of index in ChromaDB, and a RAG system ready to answer questions.

To participate, I needed the actual hardware, so I started looking for Tesla Model 3 parts on eBay.

My goal was to get a Tesla car computer and touchscreen running on my desk, booting the car’s operating system.

The car computer consists of two parts - the MCU (Media Control Unit) and the autopilot computer (AP) layered on top of each other.

To be able to continue with the project, I had to order a whole other car computer.

The car booted, the touch screen started up, and I had a working car computer on my desk, running the car’s operating system!

Each sound in the project is recomposed and reimagined by artists, as they reflect on how the sounds of our world are changing and being lost every day – bringing a new perspective to how we listen.

From buzzing modems and the whir of old VHS and cassette tapes to the changing soundscapes of our urban, cultural, industrial and natural worlds, the project documents the sounds we’ve already lost – and those that we’re in danger of losing.

The sounds of the world are changing faster now than at any stage in human history and the lifespan of sounds is shorter than it’s ever been before – sounds that only came into existence a few years ago are already disappearing.

Obsolete Sounds is designed t…

In the summer of 2017, we went on another field trip to the National Park’s Manhattan Project Site in Oak Ridge, TN.

A Note: The Manhattan Project created the nuclear bomb that caused extreme devastation in Japan and ended the war.

Caution Blue: Non-safety information, notices, or out-of-order signageLight Green: Used on walls to reduce visual fatigueMy industrial “seafoam” light green mystery has finally been solved thanks to this article from UChicago Magazine.

The Hanford Site, B Reactor Control Room and OfficeKeeping in theme with “control rooms”, I researched the second Manhattan Project plant, the Hanford Site, home to the B Reactor, the first full-scale plutonium production reactor i…

The Apple Charging SituationBattery Health Everyone worries about the wrong thing.

Optimized Battery Charging exists specifically to minimize this — holding at 80% overnight instead of sitting at 100% for hours.

If charging stops at Battery lasts for vs. 100% 100% 300–500 cycles baseline ~90% 600–1,000 cycles ~2× ~80% 1,200–2,000 cycles ~4× ~70% 2,400–4,000 cycles ~8× "This is the math behind Optimized Battery Charging.

Optimized Battery Charging is on by default.

At 100%, charging stops.

Previously available as a subscription within Apple Business Essentials in the U.S., Apple Business is designed to make IT easy — including for small businesses without dedicated IT resources.

Apple Business enables automated Managed Apple Account creation for new employees through integration with an identity service provider, including Google Workspace, Microsoft Entra ID, and more.

Current Apple Ads advertisers and agencies will also have the option to book ads through their existing Apple Ads experience, which will offer additional customization options for their ad campaigns.

Pricing and AvailabilityStarting April 14, Apple Business will be available as a free service in the U.S. and 2…

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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.

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

(Much) faster GitHub actions, Docker builds, and more.

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

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

Check out the speedrun to get started in minutes.

Changelog News!

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

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

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

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

(Much) faster GitHub actions, Docker builds, and more.

At an unbeatable price.

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

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

(Much) faster GitHub actions, Docker builds, and more.

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

Try it risk-free with a 14-day money-back guarantee at nordlayer.com/thechangelogFly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Changelog News!

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

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

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

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

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

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

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

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

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

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

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

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

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

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

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

This helps support our work, but does not affect what we cover or how, and it does not affect the price you pay.

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

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

For a limited time, Amazon is selling its popular Fire TV Stick 4K Plus (and other models) at a major discount for Spring Sale.

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

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

This helps support our work, but does not affect what we cover or how, and it does not affect the price you pay.

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

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

Some ZDNET-approved, award-winning tech is on sale during Amazon's Big Spring Sale. Don't miss these offers on products we love.

Apple's MacBook Air is no longer the baby in the family.

This year's MacBook Air M5 follows that up with an increase to 512GB of standard storage.

I tested the M5 MacBook Air with 16GB of unified memory and 1TB of storage and found it blazingly fast for file transfers, multitasking, and everyday tasks.

In terms of battery life, the MacBook Air M5 offers impressive longevity, but I wouldn't say we're seeing big steps forward compared to previous generations.

ZDNET's buying adviceThe Apple MacBook Air M5 marks an incremental upgrade over its predecessor, but it's highly recommended for anyone with an M1 or older machine.

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

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

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

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

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

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

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

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

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

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

The LG B5 is a more affordable OLED option, offering the same signature picture quality as its flagship sibling at a fraction of the price.

Hisense just announced the new UR9 RGB Mini LED TV, and if you preorder, you'll get a 55-inch Hisense Canvas TV for free.

The Poplights add a bright touch to my bedroom -- and setup was simple (no drywall damage in sight). They're 15% off during Amazon's Spring Sale.

Bluesky’s new app Attie uses AI to help people build custom feeds the open social networking protocol atproto.

While the relationship was once thorny enough that Musk challenged Zuckerberg to a cagefight, things seem to have warmed up by the early days of the second Trump administration.

While there’s been plenty of debate about AI sycophancy, a new study by Stanford computer scientists attempts to measure how harmful that tendency might be.

All but two of Musk's 11 xAI co-founders departed before this week.

We’ve compiled a list of some of the best iPad apps for creativity that are available on the App Store.

Estimates for total Claude consumer users are all over the map (we've seen figures ranging from 18 million to 30 million). Anthropic hasn't disclosed this data, but a spokesperson did tell TechCrunch that Claude paid subscriptions have more than doubled this year.

Fusion, fission, and even natural gas are appeared tied in the race to deliver new power to the grid in the early 2030s.

Boomboxes, instant cameras, and even landlines are making a comeback. Here are the coolest retro-inspired devices available.

We polled nearly a dozen VCs to find out which W26 startups are the sought after in the batch.

Whoop founder Will Ahmed has spent 14 years building a health wearable beloved by elite athletes, and is now racing Oura — and the FDA, and the limits of consumer medicine — to turn it into something that could one day save your life.

The deal would effectively double the company's $5.6 billion valuation in just four months.

Wall Street giants JPMorgan and Goldman Sachs are extending a 12-month, unsecured loan to the Japanese conglomerate.

SK hynix’s potential U.S. listing could raise $10-$14 billion to help it build more capacity, encourage others to follow, and end the 'RAMmageddon' memory shortage.

Waymo's weekly paid robotaxi trips have increased tenfold in less than two years.

The European Union's top executive body has confirmed a cyberattack after hackers reportedly stole reams of data from the European Commission's cloud storage.

In a new 4,000-word article, CNN tells the story of a retired appellate paralegal and grandmother in her early 70s who was treated for depression with psilocybin. CNN notes there's now retreats featuring psilocybin in a few countries — and while psilocybin is illegal under United States federal law, "In Oregon, 5,935 clients received psilocybin services through Oregon's state-regulated program in 2025." High doses of psilocybin are effective in treating depression, a growing body of research suggests, with promise for other conditions, like PTSD and addiction, said Dr. Albert Garcia-Romeu, associate director of the Center for Psychedelic and Consciousness Research at Johns Hopkins Universit…

Linux kernel maintainer Greg Kroah-Hartman tells The Register that AI-driven code review has "really jumped" for Linux. "There must have been some inflection point somewhere with the tools..." "Something happened a month ago, and the world switched. Now we have real reports." It's not just Linux, he continued. "All open source projects have real reports that are made with AI, but they're good, and they're real." Security teams across major open source projects talk informally and frequently, he noted, and everyone is seeing the same shift. "All open source security teams are hitting this right now...." For now, AI is showing up more as a reviewer and assistant than as a full author of Linux…

After decades of studying, this week NASA announced "a major step forward in bringing nuclear power and propulsion from the lab to space."

NASA will launch the Space Reactor-1 Freedom, the first nuclear powered interplanetary spacecraft, to Mars before the end of 2028, demonstrating advanced nuclear electric propulsion in deep space. Nuclear electric propulsion provides an extraordinary capability for efficient mass transport in deep space and enables high power missions beyond Jupiter where solar arrays are not effective. Steven Sinacore, NASA's program executive for Fission Surface Power who will also oversee the SR-1 Freedom mission, emphasized to CNN that "On the ground the reactor is o…

The Wall Street Journal reports:

Walking into his kitchen, Tim Yoder recoiled at a message on his refrigerator door: "Shop Samsung water filters." Yoder, a supply-chain manager in Chicago, owns a Samsung Electronics Family Hub fridge. He paid $1,400 for an appliance that came with a 32-inch screen on the door that allows him to control other Samsung gadgets, pull up recipes or stream music. But since last fall, it's been intermittently serving up ads, part of a pilot program being tested on some of Samsung's smart fridges sold in the U.S. The response? Not warm. "I guess this is another place for somebody to shove an ad in your face," said the 47-year-old Yoder, recalling the first time he …

Long-time Slashdot reader Qbertino writes: ... but the CERN Project "Antimatter in motion" just did it. For the first time in history researchers at CERN have transported 92 antiprotons on a truck in a specially designed magnetic enclosure. The test-drive went so well that the researchers spontaneously decided to go another round... The purpose of the experiment was to test the feasibility of transporting antimatter to other facilities in Europe to conduct further antimatter research. German news Tagesschau has a nice report. CNN reports that the antiproton enclosure was nearly six feet tall and weighed about 1,760 pounds. And Smithsonian magazine explains that it trapped the antiprotons in…

A dog missing for two months was found at an animal shelter — and its owner received an email from an artificial intelligence service that identified it, according to the Washington Post. "As controversial as AI is right now, this is one of those areas where it's a real win," according to the chief executive at the nonprofit animal welfare organization Best Friends Animal Society. And while it shouldn't replace microchipping pets, AI does offer another tool to help desperate pet owners (and overcrowded animal shelters) — and might even be "game-changing"... People send photos of their lost pets to a database, and AI compares the pets' features — including facial structure, coat pattern and …

An anonymous reader quotes a report from Reuters: OpenAI's ChatGPT ads pilot in the United States has crossed the $100 million annualized revenue mark within six weeks of launch, a company spokesperson said on Thursday, pointing to robust early demand for the AI startup's nascent advertising business. [...] While roughly 85% of users are currently eligible to see ads, fewer than 20% are shown ads daily, with considerable room to grow ad monetization within the existing user pool, the spokesperson said. "We're seeing no impact on consumer trust metrics, low dismissal rates of ads, and ongoing improvements in the relevance of ads as we learn from feedback," OpenAI said. The company plans to e…

UK startup Pulsar Fusion says it has achieved the first plasma ignition inside a nuclear fusion rocket engine prototype -- a huge step for space travel that could cut missions to Mars "from months-long journeys to just a few weeks," reports Euronews. From the report: Pulsar Fusion revealed the milestone during a live stream at Amazon's MARS Conference, hosted by Jeff Bezos in California this week, with CEO Richard Dinan calling it an "exceptional moment" for the company. The team successfully created plasma - an intensely hot, electrically charged state of matter, often described as the fourth state of matter - using electric and magnetic fields inside its experimental and early prototype "…

An anonymous reader quotes a report from Ars Technica: AOMedia Video 1 (AV1) was invented by a group of technology companies to be an open, royalty-free alternative to other video codecs, like HEVC/H.265. But a lawsuit that Dolby Laboratories Inc. filed this week against Snap Inc. calls all that into question with claims of patent infringement. Numerous lawsuits are currently open in the US regarding the use of HEVC. Relevant patent holders, such as Nokia and InterDigital, have sued numerous hardware vendors and streaming service providers in pursuit of licensing fees for the use of patented technologies deemed essential to HEVC. It's a touch rarer to see a lawsuit filed over the implementa…

Google has moved up its post-quantum encryption migration target to 2029. "This new timeline reflects migration needs for the PQC era in light of progress on quantum computing hardware development, quantum error correction, and quantum factoring resource estimates," said vice president of security engineering Heather Adkins and senior staff cryptology engineer Sophie Schmieg in a blog post. CyberScoop reports: Google is replacing outdated encryption across their devices, systems and data with new algorithms vetted by the National Institute for Standards and Technology. Those algorithms, developed over a decade by NIST and independent cryptologists, are designed to protect against future att…

The European Commission is investigating a breach after a threat actor allegedly accessed at least one of its AWS cloud accounts and claimed to have stolen more than 350 GB of data, including databases and employee-related information. AWS says its own services were not breached. BleepingComputer reports: Sources familiar with the incident have told BleepingComputer that the attack was quickly detected and that the Commission's cybersecurity incident response team is now investigating. While the Commission has yet to share any details about this breach, the threat actor who claimed responsibility for the attack reached out to BleepingComputer earlier this week, stating that they had stolen …

Agents are fundamentally changing the shape of demand for compute, both in terms of how they work and in terms of who will use them. They're so compelling that I no longer believe we're in a bubble.

Anthropic is in a standoff with the Department of War; while the company's concerns are legitimate, it position is intolerable and misaligned with reality.

Pytest’s parametrize is a great feature for writing tests without repeating

yourself needlessly. (If you haven’t seen it before, read

Starting with pytest’s parametrize first).

When the data gets complex, it can help to use functions to build the

data parameters.I’ve been working on a project

involving multi-line data, and the parameterized test data was getting

awkward to create and maintain. I created helper functions to make it nicer.

The actual project is a bit gnarly, so I’ll use a simpler example to

demonstrate.Here’s a function that takes a multi-line string and returns two numbers,

the lengths of the shortest and longest non-blank lines:def non_blanks(text: str) -> tuple[int, int]: …

Игра, чтобы выучить свой район

Как ведь бывает, переехал в новый район, а там все улицы незнакомые. Как вот их учить?

Сделал игру: Случайный положительный эффект: можно легко сравнить масштаб городов, понять, что Садовое в Москве — это от Фонтанки с заходом на начало Васьки и Петроградки.

Thick clients were the dominant form of device throughout the PC and mobile era; in an AI world, however, thin clients make much more sense.

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

text editor.I’ve long used cog to build documentation and HTML

presentations. Cog interpolates text from elsewhere, like source code or

execution output. Often I don’t want the full source file or all of the lines of

output. I want to be able to choose the lines, and sometimes I need to tweak the

lines with a regex to get the results I want.Long ago I wrote my own ad-hoc function to include a

file and over the years it had grown “organically”, to use a positive word. It

had become baroque and confusing. Worse, it still didn’t do all the things I

needed.The old function has 16 arg…

Microsoft got hammered on Wall Street for capacity allocation decisions that were the right ones: the software that wins will use AI to usurp other software.

Давным давно я как-то работал в Крупной Немецкой Компании. Хороший добротный IT-корпорат, всё как по книжке, со своими плюсами-минусами, многим такое нравится.

If hyperscalers and chip companies don't build up a TSMC competitor they are set to forego billions of dollars in revenue and stunt the AI revolution.

На пост меня натолкнула рабочая ситуация: Я написал (будем честны, попросил ллм написать) один скрипт, и некоторые коллеги прореагировали «о, давно о таком мечтаю». И у меня в голове щелкнуло.

Когда я сейчас написал про один промт, я не утрировал, это был реально один промт.

Сейчас простые задачи решаются ллмками достаточно хорошо. Ядро линукса они все еще не напишут, но пропарсить все ресурсные файлы проекта, сгруппировать одинаковые строчки и дать к ним мгновенный поиск — это задача на один промт. И все, что удерживает людей сейчас, от того, что некоторая часть их задач начнет быть проще — рефлексия. Все что нужно — остановиться, и заметить момент «ага, я тут хочу упрощение, которое возмо…

Two testing-related things I found recently.Unified exception testingKacper Borucki blogged about parameterizing exception

testing, and linked to pytest docs and a

StackOverflow answer with similar approaches.The common way to test exceptions is to use

pytest.raises as a context manager, and have

separate tests for the cases that succeed and those that fail. Instead, this

approach lets you unify them.I tweaked it to this, which I think reads nicely:from contextlib import nullcontext as produces import pytest

from pytest import raises @pytest.mark.parametrize( "example_input, result", [ (3, produces(2)), (2, produces(3)), (1, produces(6)), (0, raises(ZeroDivisionError)), ("Hello", raises(Typ…

Я задал один и тот же промт нескольким моделям и вот что вышло

Промт

Прочитай @/llm/PRD.md и сверстай статическую html-страницу about. Укажи в ней все преимущества, придумай как их проиллюстрировать, используй модный современный дизайн Сохрани в файл about-page/{model-name}.html Ориентируйся только на prd, не используй about-страницу.Эксперимент проведен в декабре 2025-январе 2026. Использовался openrouter или облака ллммок. В скриншотах могут быть небольшие артефакты, скриншоты снимал плейрайт, он не умеет в стики-позиции.

Для сравнения дизайн кожаного мешка (меня): https://recipe-scaler.ru/#/about

Gemini 3 pro Grok code fast 1 Minimax 2.1 Minimax 2.1 Minimax 2.1 Minimax 2.1

Тут я просил ш…

Клод код (Claude Code) заботится обо мне и показывает команды на согласования, к сожалению, он делает это без уважения плохо.

Посмотрите на этот апрув: Выполняет трехстрочную шелл-команду с вложенными конструкциями: циклы, условия. Если там где-то будет какая-то ошибка, я её просто не замечу.

Я не специально выбирал, что скриншотить, они все такие: У меня остается два варианта: Как мартышка жать и жать на кнопку «Approve». В итоге вырабатывается привычка, которая не даст мне себя защититить в опасной ситуации. См. принцип «подтверждения не работают».

Один раз апрувнуть тоже не выйдет, потому что эта конкретная трехэтажная команда вряд ли когда-нибудь появится.

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

Сейчас можно шарить не только рецепты как одну штуку, но и всю коллекцию.

Или выборочно, или прибранные рецепты (с рецептом и фоткой), или вообще все-все-все

https://recipe-scaler.ru/#/public/@/mike.ozornin Интеграция с ИИ-иссистентом

Можно через MCP подключиться к своему ассистенту. У кого-то клод, у кого-то курсор. Пока подглючивает чуток. Но смотрите, какая красота:

The first live sporting event was broadcast in the Vision Pro, and it's a big disappointment. The experience could be amazing, but Apple actively ruins it.

Делал большую фичу, попросил ревью у ИИ. Попросил найти важные моменты во всех областях: безопасность, логика, деплой, производительность и прочее, и прочее.

Опус 4.5 (лучшая на сейчас ЛЛМ в мире) написал: Критикал sql-инъекция. Как оказалось: пользователь сам себе после всех входов и разрешений на свой же запрос получит чуть больше своих же результатов. Опус не написал: Конфиг nginx забыли поправить и ничего не будет работать в целом.

Сервис-воркер (фоновый код в браузерном приложении) блокировал работу новой вещи, перехватывая все обращения на себя.

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

AI might replace all of the jobs; that's only a problem if you think that humans will care, but if they care, they will create new jobs.

This morning I shared a link to this site, and the recipient said, “it looks

like a file.” I thought they meant the page was all black and white with no

color. No, they were talking about the URL, which ended with “.html”.This site started almost 24 years ago as

a static site: a pile of .html files created on my machine and uploaded to the

server. The URLs naturally had .html extensions. It was common in web sites of

the time.Over the years, the technology has changed. In 2008, it was still a static

site on the host, but produced with

Django running locally. In 2021, it became a

real Django site on the host.Through all these changes, the URLs remained the same—they still had

the old-fashion…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

The most popular and most important posts on Stratechery in 2025.

In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.update(v.encode("utf-8")) case bytes(): self.hash.update(v) case int() | float(): self.…

Update: I found a solution which I describe in

Generating data shapes with Hypothesis.In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.u…

2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008 Нет, Дядя Вострек, не умеешь ты хайпить. Надо было больше пиздеть и меньше делать, а ты наоборот начал — много делаешь и мало пиздишь. А это прямой путь к выгоранию и забвению одновременно...

Необычный год вышел, мда. Я потерял работу и так и не смог найти новую ? или не смог найти сил опять танцевать бинарные деревья на интервью? . Навайбкодил несколько проектов, на некоторые из которых потр…

Netflix is driving the Hollywood end game, likely confident it can increase the value of IP, and fend off YouTube.

Осознал недавно, чем вайб-кодинг в его классическом виде похож на лудоманию и при чем тут дофамин

Что за вайб-кодинг такой

Давайте сначала начнем с определений. Не каждая разработка с ллмкой — вайб-кодинг, но каждый вайб-кодинг — разработка с помощью ллмки.

Вайб-кодингом я буду называть программирование с помощью ллмки, в котором есть вот такие характеристики: Мало изначального планирования. Буквально короткое описание, вкинутое в ллмку и потом разберемся походу.

Попытка сразу попасть в нужную конечную точку. Желательно за одну итерацию.

Значительная часть кода написана ллмкой. Человек в целом не читает весь код, не проверяет его, только смотрит на результат. Архитектура придумана тоже ллмк…

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

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

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

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

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

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

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

Because you can never be too careful when dividing by 3 and 5.

RLHF (Reinforcement Learning from Human Feedback): Pages Bob McFizzington and automatically fine-tunes the LLM via Stochastic Gradient Descent when it hallucinates.

Multi-Agent Debate System (FizzChat Consensus): Three distinct NanoLLMs (Proposer, Devil's Advocate, Judge) that conversationally debate the divisibility of a number before deciding.

Token Billing Engine: Tracks LLM input/output tokens and deducts from a simulated corporate budget (with a QuotaExceededException ).

Semantic Caching (FizzCache): A >95% cosine similarity cache that bypasses the LLM and VectorDB to save billing tokens.

The developer, Qi Machine LLC, indicated that the app’s privacy practices may include handling of data as described below.

This information has not been verified by Apple.

For more information, see the developer’s privacy policy .

To help you better understand the developer’s responses, see Privacy Definitions and Examples .

Privacy practices may vary, for example, based on the features you use or your age.

Hey everyone, I noticed a lot of service businesses just dump side-by-side photos on their sites.

I built a simple, mobile-responsive interactive drag-to-reveal slider for before/after photos using React/Next.js and Tailwind.

I'm selling the drop-in component code for $10 to help bootstrap my side project.

Live demo here: https://project-4df6f396.doanything.app?company=Your+Busines... my Stripe link is acting up, if anyone wants to grab the code snippet right now, shoot me an email at [email protected] and I'll send you the .zip and my Venmo/CashApp.

Would love any feedback on the design or smoothness of the interaction!

Glazyr Viz is a structural fork of Chromium that integrates your agent directly into the rendering compositor via POSIX Shared Memory.

Zero-Configuration Installation (LIGHT Tier)For rapid deployment and edge performance, we provide a pre-compiled, hardened 294MB binary (The LIGHT Tier).

You do not need to compile Chromium from source to use Glazyr Viz.

Linux / macOS:curl -sL https://raw.githubusercontent.com/senti-001/glazyr-viz/main/scripts/glazyr-init.sh | bashWindows (PowerShell):IRM https: // raw.githubusercontent.com / senti - 001 / glazyr - viz / main / scripts / glazyr - init.ps1 | IEX2.

POSIX Shared Memory (SHM) ConfigurationTo bypass the kernel-space bottleneck, Glazyr Viz writes …

--memory logs that survived retention — searchable forever FOREVER LOGS·--replay relive any incident at 1×/2×/10× speed REPLAY·--task open Jira / Linear / GitHub issue from a log ISSUE TRACKERS·--count count all the found logs even if not all are visible COUNT·--send push log context to Slack or Discord MESSAGING·--group group occurrences by default, no messy 1000 logs GROUPING·--separate::message remove json from message and separate to context GROUPING·--diff compare time windows for anomalies ANOMALY DETECTION·--timeline show interactive timeline chart TIMELINE·--alerts manage alerts without switcing any page CORE·--keys that goddamn api key?

simple to get CORE·--account …

03 / ConfigureBuild your buttonConfigure every aspect of your button below.

Smart defaults: leave URL and title empty and the button will automatically use the page it's placed on.

The prompt, label, and default text adapt to the selected language.

Only set what you want to customize — everything else just works.

AI Cost Firewall is a lightweight OpenAI-compatible API gateway that reduces LLM API costs and latency by caching responses using exact matching and semantic similarity.

https://vcal-project.comWhy AI Cost Firewall?

Demonstrates real-time cost reduction using exact and semantic caching, with full cost breakdown (gross savings, embedding cost, and net savings).

Full architecture documentation:docs/architecture.mdQuick Start (Docker)The fastest way to try AI Cost Firewall is using Docker Compose.

We welcome improvements in:performancedocumentationtestingintegrations with LLM providersobservability and metricsIntegration with VCAL ServerAI Cost Firewall can optionally integrate with VCAL Serve…

These patterns are indicators, not proof!

Can happen in human writing too.

Do not assume AI authorship based solely on these findings.

git bayesectBayesian git bisection!

Use this to detect changes in likelihoods of events, for instance, to isolate a commit where a slightly flaky test became very flaky.

You don't need to know the likelihoods (although you can provide priors), just that something has changed at some point in some directionInstallationpip install git_bayesectOr:uv tool install git_bayesectHow it worksgit_bayesect uses Bayesian inference to identify the commit introducing a change, with commit selection performed via greedy minimisation of expected entropy, and using a Beta-Bernoulli conjugacy trick while calculating posterior probabilities to make handling unknown failure rates tractable.

See https://hauntsa…

miru is an open-source Rust CLI that switches monitor focus based on head direction.

Webcam input, calibration, tracking, and focus changes all stay on-device.

InstallDownload A Release BinaryDownload the latest Windows release from GitHub Releases, unzip it, and run:.\ miru.exeBy default, miru recalibrates on launch.

CalibrationDuring calibration, miru walks through the detected monitors one by one.

miru uses them internally, but the CLI also tries to present friendlier labels when possible.

Setup for building and testing ansible playbooks against Ubuntu systems fast.

Speeding up apt install : Run apt-cacher-ng on the host, and configure apt on system containers to use it.

Run ansible playbook that: Installs Caddy.

Alternatively you can run: Skip lxc provisioning: ./rebuild.sh fast Skip lxc provisioning and pass args to ansible: ./rebuild.sh fast -t caddy --check --diff caddy already exists.

real 0m11.664s user 0m0.789s sys 0m0.925sWhen you're iterating and don't need full reproducibility, run rebuild.sh fast to skip reverting to a snapshot.

Canary watches any URL and alerts you when something changes — competitor pricing, API endpoints, docs, job boards, status pages. Changes are scored 1-10 by signal strength and summarised by AI.

Built solo. Landing page live today. Automated crawler running on GitHub Actions posting real detected changes to Bluesky hourly and X daily.

canary-landing-one.vercel.app

Happy to answer questions about the architecture — particularly proud of the URL deduplication approach where one crawl serves multiple subscribers. Comments URL: https://news.ycombinator.com/item?id=47557235

Points: 2

# Comments: 2

Sign up for a free account and share your unique referral link from your account page.

When someone signs up using your link, both of you get bonus credits.

It's a great way to unlock more daily usage for free.

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Keep your home records all together Discussion | Link

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Real browser for Claude Code Test, Screenshot, Automate Discussion | Link

Slap your MacBook. It screams back. That's it. Discussion | Link

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У авиакомпании SalamAir промо-тариф: улететь из Маската в Найроби (или наоборот) можно от 6200 рублей (30 OMR). Для въезда в Кению нужно заранее оформить электронное разрешение (сбор около 30-35 USD с человека). Купить билеты можно на сайте авиакомпании или через trip.com / aviasales.ru (тут немного дороже, но зато принимают российские карты). Маскат — Найроби в декабре за 6200 рублей: Российской картой: […]

Авиакомпания Volotea выкатила билеты за 19 евро. Но можно легко оформить пробную подписку SUPERVOLOTEA на 15 дней и купить их за 9 евро. Обычно подписка на год стоит 60 евро. Лоукостер утверждает, что Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд. Главное, не забудьте […]

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Сегодня мы решили слепить готовое путешествие из Казани в Индонезию — вышло от 47200 рублей с человека при поездке вдвоем.

Авиакомпания Etihad Airways предлагает билеты из Казани на Бали за 44000 рублей туда-обратно.

Даты полетов: например, 11-24 декабря (проживание с 12 по 24 декабря).

Все варианты на двоих на 12 ночей (рейтинг — выше 7/10)Не забываем настроить сортировку:— самая низкая цена (с учётом налога)— итого (в т.ч.

Первый отель — 3200 рублей на человека / 6400 рублей на двоих:Второй отель — 4700 рублей на человека / 9400 рублей на двоих:Третий отель — 5300 рублей на человека / 10600 рублей на двоих:Другие даты перелетов:4-17 декабря7-22 декабря

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Азербайджанские Авиалинии снизили цены ноябрь-март: взять из Москвы, Питера и Екб в ОАЭ, Израиль, Таджикистан, Саудовскую Аравию, Индию и на Мальдивы можно со скидками.

Билеты берем через сервис aviasales.ru (тут дешевле всего).

Москва — Душанбе — Москва:Москва — Даммам — Москва:Москва — Дубай — Москва:Москва — Тель-Авив — Москва:Москва — Дели — Москва:Москва — Мумбаи — Москва:Москва — Мале — Москва в ноябре:Москва — Мале — Москва в январе:Москва — Мале — Москва в феврале:Москва — Мале — Москва в марте:Питер — Душанбе — Питер:Питер — Даммам — Питер:Питер — Дубай — Питер:Питер — Тель-Авив — Питер:Питер — Дели — Питер:Питер — Мумбаи — Питер:Питер — Мале — Питер в ноябре-декабре:Питер — Мале —…

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

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What receives far less attention are the leadership structures behind these technologies, and the women increasingly shaping them.

It requires translating biological complexity into reliable, scalable systems, and doing so under regulatory, operational, and climate pressure.

Why funding gaps persistDespite increasing visibility of women in AgriTech, access to capital remains uneven, particularly at later funding stages.

Agricultural innovation depends on trust: trust in biology, in technology, and in the people leading it.

Creating pathways for more women into AgriTech leadership, through systemic sponsorship and informed investment, is not about representation alone.

Ysios Capital, a Spanish venture capital firm specialising in life sciences, today announced the launch of InceptionBio, a new fund with a target size of €100 million focused on BioTech company creation and early-stage project development.

Joan Perelló, Managing Partner at Ysios Capital, will lead the fund, alongside partner Arturo Urrios.

“Spain has world-class science and a unique opportunity to translate that science into globally impactful BioTech companies.

Founded in 2008, Ysios Capital manages over €400 million in assets through its three venture capital funds and also acts as investment advisor to Telescope Biotech Fund, a listed BioTech fund managed by Andbank Wealth Management.

Ys…

PaperShell, a Tibro-based material company behind a new fossil-free composite material designed to replace aluminium, plastics and glass fibre at industrial scale, has secured up to €40.3 million in financing to expand industrial production through a new flagship factory.

Anders Breitholtz, founder and CEO of PaperShell, comments: “Europe is entering a new industrial phase where resilience and decarbonisation go hand in hand.

PaperShell is already producing fossil-free materials at industrial scale, and with this expansion we can meet growing demand from sectors like construction and defence.

PaperShell’s existing pilot factory in Tibro, in operation since 2023, has three production lines a…

Keith, a new UK-based AI-native law firm, has raised €2.3 million (£2 million) in Seed funding ahead of its launch this summer.

The firm aims to become the UK’s most technologically advanced law firm at launch.

And when it does, it won’t look like a traditional law firm with software bolted on – we think it will look like Keith,” said Andy Shovel, co-founder of Keith.

Shovel and Sharman previously founded a plant-based food brand called THIS, and Tucker previously started a hybrid scheduling platform Common Surface and now oversees product at Keith.

Keith’s strategic advisor and non-executive director is Eddie Goldsmith, who previously served as Chairman of the UK Conveyancing Association a…

On May 7-8, the EU-Startups Summit returns to sunny Malta, bringing together around 2,400 founders, investors, and startup ecosystem leaders for two days of networking, inspiration, and knowledge-sharing.

As Europe’s startup ecosystem continues to mature, discussions around a more unified legal framework for startups and scaleups are gaining momentum.

Kay Jebelli: Vice President for Europe at the Chamber of Progress, Kayvan is a Brussels-based lawyer and policy expert working across competition law, digital policy, and technology regulation.

Vasco Pereira da Silva: Head of Policy at Allied For Startups, Vasco is a Brussels-based policy expert focused on the regulatory and funding frameworks…

The investment is led by US-based Imaginary Ventures, with participation from Swedish investment firm Creades, which is contributing €9.6 million (SEK 105 million), alongside Iris Ventures and angel investor Lauren Santo Domingo.

Together, these comparable rounds amount to over €42 million, and when Nordic Knots’ new €86 million raise is added, the combined total reaches roughly €128 million.

Against that backdrop, Nordic Knots’ funding stands out as substantially larger than the rounds in adjacent home-related categories during 2025 and 2026.

In its most recent reported financial year, Nordic Knots recorded turnover of €34 million (SEK 377 million) with a profit of €6.9 million (SEK 75 mil…

“Europe doesn’t yet have the critical raw materials it needs to build and scale its own energy transition and battery industry.

tozero sees battery recycling as an increasingly vital process, emerging as a major alternative source of critical raw materials.

Its goal is to close the battery materials loop and support Europe’s ambition to achieve greater independence in critical raw materials.

This aligns with the EU Critical Raw Materials Act, which calls for 25% of supply to come from recycling sources.

tozero provides Europe with a domestic source of critical materials, reducing dependence on Chinese imports at half the cost of traditional miners.

Laigo Bio, a Utrecht-based BioTech firm focused on protein degradation for targeted therapies, has concluded the second close of its Seed funding round, raising an extra €5.5 million, bringing the total amount raised to €17 million.

The €5.5 million raised includes additional funding of €4 million secured from new co-lead investor Biovance Capital and €1.5 million from existing co-lead Kurma Partners.

Laigo Bio completed the initial close of its Seed financing round at €11.5 million in December 2025.

Laigo Bio used E3 ligase-induced internalisation and selective degradation of membrane-bound targets involved in autoimmune and inflammatory diseases.

Laigo is supported by a syndicate of promi…

SolidWatts’ Seed round can be set against a broader run of funding in industrial decarbonisation and energy systems.

Taken together with SolidWatts, these rounds amount to over €180 million in funding, indicating steady capital flow into technologies linked to industrial heat, electrification, energy efficiency and adjacent infrastructure.

“Industrial process heating accounts for around 20% of global energy demand and roughly 10% of worldwide CO₂ emissions – yet it remains one of the hardest sectors to decarbonise.

SolidWatts develops a solid-state Radio Frequency (RF) platform designed to replace fossil fuel-based heating systems in industrial applications.

According to the company, electr…

We are pleased to announce that Brigitte Baumann, founder of efino and one of Europe’s top business angels, returns as a speaker at the EU-Startups Summit 2026 on 7-8 May in sunny Malta.

With more than 30 years of experience bringing new technologies to market across Europe and the US, Brigitte has built a strong reputation as a serial entrepreneur, business angel, board member, and ecosystem builder.

Over the years, she has worked closely with founders, investors, angel groups, seed fund managers, corporates, and public institutions, helping strengthen startup financing ecosystems and support innovation-driven growth.

Baumann returns to the 2026 edition of the summit to deliver a keynote t…

Wallingford-based Dexory, a provider of real-time warehouse data intelligence and autonomous solutions, has received €9.8 million (£8.5 million) from the British Business Bank as part of its ongoing Series C announced in October 2025.

Andrei Danescu, CEO and co-founder of Dexory, says, “We’re proud to have the support of the British Business Bank as we accelerate our expansion into global markets.

Together with Dexory’s €9.8 million, that points to almost €180 million in disclosed funding across this slice of the sector.

The platform is underpinned by intelligence from its global operational data, including more than a billion warehouse location scans, allegedly the largest pool of live war…

Allday Goods, an East London-based kitchenware brand turning plastic waste into high-quality kitchen goods, has raised nearly €883.7k (£765k) to scale with exciting new product releases and expand into new markets.

The board of Allday Goods, consisting of founder Hugo Worsley and Gozney, is now joined by FIGR.

FIGR’s Portfolio Director Ellie Craig first discovered Allday Goods in the pages of Esquire.

Now is the moment to take Allday from cult status to a kitchen staple,” said Ellie Craig.

According to FIGR, in Allday Goods, FIGR observed a founder-led brand developed through material experimentation rather than slide decks.

This week on the EU-Startups Podcast, we sit down with Jan Oberhauser, Founder and CEO of n8n, a Berlin-based workflow automation platform that enables developers and businesses to connect apps, automate processes, and build powerful AI-driven workflows while maintaining flexibility and control over their data.

Founded out of Jan’s own frustration with repetitive coding tasks, n8n has grown into one of Europe’s best-known automation companies, recognised for its fair-code approach, open nature, and strong appeal among both technical teams and enterprises.

In the interview, Jan shares how the idea for n8n first came about, the story behind the company’s unusual name, and why openness, self-h…

OpenUp, an Amsterdam-based employee mental health startup, has secured €20 million from venture capital firms Smartfin and Rubio Impact Ventures.

Although interest is growing strongly, the mental well-being market in Europe is still relatively small and fragmented.

At the same time, mental health is one of the most important challenges of the 21st century.

Founded in 2020 by Coppens, OpenUp is an employee mental health platform that provides direct support to build and retain resilient and engaged teams.

The company reported that its mental well-being platform currently has over 250 connected professionals and is accessible in 35 languages.

This week, we tracked more than 55 tech funding deals worth over €850 million and over 15 exits, M&A transactions, rumours, and related news stories across Europe.Alongside the week’s top funding ...

Today, a coalition of European enterprises and community organisations has launched Euro-Office, a solution for editing documents, spreadsheets and presentations, developed as a true sovereign communi...

The co-founder and former CEO of high-profile German AI startup Aleph Alpha has today revealed fresh details about his new AI startup, which launched last month and is backed by a multi-million-dollar...

Today data storage and cloud infrastructure company Qumulo announced the official launch of its European Software R&D hub in Cork. Through this strategic expansion, Qumulo will create 50 highly sk...

AI is everywhere right now; startups are playing with generative models, governments are debating new rules and the whole industry feels like it’s in a state of constant motion. But not all innovation...

The boss of the VC firm that hit the headlines when it snapped up Yann LeCun and Nick Clegg says it invested around €50m in a co-leading investment in LeCun’s much-hyped world model startup AMI Labs, ...

Europe is racing to secure the critical raw materials needed for its energy transition, yet remains heavily dependent on imports — particularly from China. At the same time, a growing volume of end-of...

Deep Science Ventures (DSV), a UK-based deeptech venture creator, and Renaissance Philanthropy, a nonprofit fueling a 21st-century renaissance by increasing the ambition of philanthropists, scientists...

Bioniq, creator of personalised supplements based on blood biomarker analysis, has entered into an agreement for the sale of its assets to global nutrition company Herbalife. Founded in 2019, Bioniq d...

We don’t get many press pitches about consumer brands these days, so when I heard about a kitchen knife company that had raised VC funding, my interest was piqued. Allday Goods is an East London-base...

In the UK, 53 per cent of high-growth businesses are based outside London, but they receive only 39 per cent of the funding. Jenson Brook is a serial entrepreneur and the founder of Britain's Got Sta...

Cambridge-based deeptech company Theia Insights has raised $8 million in Series A funding, ledby MiddleGame Ventures, with participation from Further Ventures and UnusualVentures. The round brings the...

Stockholm-based Galdera Labs has launchedwith €1.5 million in pre-seed funding to develop an AI-driven platform forfinancial modelling. The round was led by J12 Ventures, with participation fromAntler...

The 2025 funding landscape inFinland reflects a combination of large late-stage rounds and a broad level ofearly-stage activity. With approximately €2.9 billion raised, a substantialportion of capital...

Giraffe360, an AI-powered real estatemarketing technology company, has closed a $10 million Series B funding roundled by Cipio Partners. Existing investors, including Founders Fund, which ledthe compa...

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

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

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

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

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]

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

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