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The idea behind the School for Moral Ambition (SMA) is quite simple: use your talent to address the world's biggest problems.

He confronted co-host and award-winning investigative journalist Jesse Frederik and openly questioned if his work really made a difference.

When Schwab wrote his article in 2025, it wasn't known that Bregman and his School for Moral Ambition was funded in part by Bill Gates, Schwab discovered this by accident.

Now for the life of me, I can't fathom boasting about moral ambition and accepting money from Bill Gates.

Closing wordsAt this point I can only ask the reader not to get involved with the School for Moral Ambition as I think SME isn't moral at all.

transload helps LTL trucking companies measure freight dimensions using the security cameras already installed in their terminals.

We’ve put together a small HN-specific demo site here: https://hn.transload.io/In LTL trucking, dimensions matter because they affect pricing, freight classification, and trailer utilization.

That led us to a simple question: what if we could measure freight automatically using the existing security cameras, entirely in the background?

If you’ve worked on monocular reconstruction, 3D object detection, warehouse perception, or messy real-world CV, we’d love your take.

Questions about freight, LTL terminals, or the technical approach are very welcome too.

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biff.core: system composition and other interfaces for Biff projects.

So this new biff.core library includes a concept of "init functions."

These are functions that take a collection of modules and return a single map that can be merged into your system map.

If we extract that boilerplate into library code, we don't get the var.

Anything in the system map that you want to get updated without a restart needs to be a function.

Amazon founder Jeff Bezos believes that artificial intelligence is going to lead to unprecedented productivity gains which could result in cheaper food, housing, and two income households deciding that they no longer need two incomes.

Internally, Amazon employees mock the company’s AI tools, refer to its output as “slop,” and joke about the company’s failed attempt to motivate employees to use AI tools effectively.

But the changes would mean telecoms collect data on all new and renewing customers, and the FCC provides a long list of other things that the collected data could help authorities with.

At the moment, the FCC is seeking comments about its proposed changes, with interested or concerned parties—think telecom companies, law enforcement, or privacy advocates—able to weigh in.

Multiple privacy and technology experts strongly pushed back against the proposed changes.

The FCC might let a few bad apples spoil the whole bunch.”Cape is a privacy-focused telecom company that limits the amount of data it collects on its customers.

boxes or shared office locations as the required “physical address.”The …

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Solar arrays and agriculture are strategically combined in the emerging science of agrivoltaics, focusing on farmer income, sustainable land use, and energy independence.

Europe has installed lots and lots of solar power in the last few years, and that solar power is saving Europeans more than $135 million a day, according to Solar Power Europe.

Since 2019, Spain has doubled its wind and solar capacity, adding more than 40 GW to its energy mix.

It said Germany generated 503 GWh of solar energy on May 28, the same day France reached 179 GWh.

Renewables Surge In UKOn 26 March, wind generation in the UK hit a new high of 23.9 GW.

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The sample app at this year’s Platform State of the Union was a place to relax.

At the same time those demos were being presented, developers with access to the iOS 27 beta were already looking elsewhere.

Sam Gold, a developer who reads Apple’s framework strings, found two terms that had not appeared in iOS 26: foldState and angleDegrees .

On every iPhone Apple has ever shipped, that number is one.

Design software to be adaptable across a range of screen sizes and aspect ratios.

Albania Land Development is owned by the Syrian, nationalized Qatari brothers Moutaz and Ramez Al-Khayyat, who recently bought the plots in Zvernec, near the southern city of Vlora.

One administrator of Albania Land Development, Redi Struga, has reportedly been subject to searches.

"If it was not Jared, they would not give a shit about what is happening in Albania," Rama said.

The second and larger venture sits on the mainland, on the Vjosa-Narta coast near Zvernec, where Albania Land Development assembled the beachfront plots now under investigation.

Albanian Prime Minister Edi Rama and Ivanka Trump walking together during a meeting in Vlora, Albania, on January 21, 2026.

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Automation doesn't make operators more careful.

The more reliable the system, the less ready the human.

The irony is that the better the automation, the worse the problem: a system that almost never fails produces operators who are almost never ready for the moment it does.

Keep the interval short enough that the skill does not decay.

Not because the machine is unreliable, but because you are, and the only way to stay ready is to keep practicing the skill the machine has been covering for you.

Emerge Career is making a dent in poverty.

We believe that one exceptional person, armed with AI-native workflows and genuine creative conviction, can outperform a traditional marketing team.

We are looking for our first AI-forward growth marketer who wants to outperform entire marketing teams.

Before Emerge, our founders Zo and Gabe co-founded Ameelio, an award-winning tech nonprofit that is dismantling the prison communication duopoly.

The reality is shocking, workforce development programs are severely limited inside prison, with only one-third of incarcerated people ever participating.

The platform pairs hundreds of pre-recorded narrative episodes and multi-figure dialogues with live AI conversation.

Take a tour →FeaturesContentSix ways to engage : 4 educational chapters (Story, Wisdom, Prism, Quest) plus Free Talk and Council.

No behavioral tracking : no tracking cookies, no third-party analytics, no per-request access logs of our own, no IP retention in analytics, no cross-session profiles.

EU-first hosting: live audio in Germany, pre-recorded audio on Cloudflare R2.

Live AI chat and audio require running the workers locally or pointing them at production via env vars.

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Depending on the problem you’re trying to debug, this can make a huge difference to the real-world effectiveness of test-case reducers.

Test-case reducersFortunately, there are tools that automate the process of reducing test cases: test-case reducers .

Test-case reducers can be astonishingly effective – 95-99% reductions are common – and often make debugging vastly easier.

Test-case reducers can sound like they’re magic: how can a tool know what parts of the input to remove?

There’s much more you could read, including other surprising uses of test-case reducers (e.g.

Catlantean 3D - Making Graphics Like It's 1993Catlantean 3D is a side-project I've been slowly building in my spare time for over a year, and I intend to release it on Steam next year.

Catlantean 3D is an attempt to reproduce that feeling, but with one caveat - I'm actually going for something closer to VGA Mode-X, which is 320x240.

Thus, one unit in Catlantean 3D world is 64 pixels, and every sprite is made in relation to that scale.

But many textures in Catlantean 3D share a common structure: a base material with variations in wear, dirt, and surface detail.

The deeper into the chunk, the more the original sprite color is preserved.

After Apple’s bungled 2024 launch of Apple Intelligence and new Siri, however, vaporware is fair game, and just in time for this Article.

In other words, as I wrote in February, Thin Is In:This is even clearer when you consider the next big wave of AI: agents.

Specifically, consumers don’t want to work, and don’t really care about being productive.

Agents help you do work and be more productive, and consumers don’t want to work or care about being productive.

Apple, in contrast, is heavily incentivized to preserve the iPhone’s importance, and by extension, to focus on use cases organized around human interaction.

Dear office suite users,In recent days you will have read various articles announcing the arrival of Euro-Office, which is being “marketed” as the first open-source office suite developed in Europe.

We feel compelled — reluctantly, since open source should rest on transparency, not deception — to correct this claim.

The first open-source office suite developed in Europe was OpenOffice.org in 2001, based on StarOffice’s source code, followed by LibreOffice from 2010.

It is far less understandable on the part of companies that claim to advocate open source, such as those promoting Euro-Office.

So, despite what is being written in support of Euro-Office — the latest of the office suites develo…

Property Graphs #A property graph is a way to represent database contents, as an alternative to the usual (in SQL) approach of representing database contents using relational structures such as tables.

A property graph can then be queried using graph pattern matching syntax, instead of join queries typical of relational databases.

PostgreSQL implements SQL/PGQ , which is part of the SQL standard, where a property graph is defined as a kind of read-only view over relational tables.

A property graph extends this well-known mathematical structure with a way to represent user data.

In a property graph, each vertex or edge has one or more associated labels, and each label has zero or more proper…

Harold Bloom was a professor at Yale University and a famous author and literary critic: think Roger Ebert but for books.

This isn’t criticism per se because I’ve discovered that, oh my God, I’m Harold Bloom too!

At first I was amused by the unabashed elitism, yet as the full interview unfolded I began to see myself in Harold Bloom.

You might’ve heard AI usage is priced more realistically this year.

However, if I pause my Harold Bloom impression for a moment and talk about executives scrambling to measure productivity?

Blocking an ASN (or similar) from my sites24th May 2026I run a number of websites, some of which could even be said to be popular.

Getting a listCloud providersGoogle and Amazon publish JSON of their current cloud IP ranges.

[] | (.ipv4Prefix // .ipv6Prefix)' cloud.jsonOr for Amazon:curl -s -O https://ip-ranges.amazonaws.com/ip-ranges.json jq -r '.prefixes | .

A couple of ASNs had an awful lot of IP ranges in them, and I wondered if I could consolidate these at all.

This gave me a cid-aggregator binary that I could pipe my IP ranges to, before adding to my firewall.

Catlantean 3D - Making Graphics Like It's 1993Catlantean 3D is a side-project I've been slowly building in my spare time for over a year, and I intend to release it on Steam next year.

Catlantean 3D is an attempt to reproduce that feeling, but with one caveat - I'm actually going for something closer to VGA Mode-X, which is 320x240.

Thus, one unit in Catlantean 3D world is 64 pixels, and every sprite is made in relation to that scale.

But many textures in Catlantean 3D share a common structure: a base material with variations in wear, dirt, and surface detail.

The deeper into the chunk, the more the original sprite color is preserved.

The key idea of CPS is to define operators that do things instead of making things.

Let's look at some code:function inc (xs, k) (xs, k) for x in xs xs k (x + 1 ) (x end endNow suppose k is the print function, then inc as defined above will add 1 to each number, then print the result.

To do that, we replace xs with a "child" operator op :inc (op, k) = op (x -> k (x + 1 )) (op, k)(x(x)) dbl (op, k) = op (x -> k (x * 2 )) (op, k)(x(x)) function scan (xs, k) (xs, k) for x in xs xs k (x) (x) end endIntuitively, inc now trusts its child op to do its job, namely, that op will apply the continuation it receives to each item.

In summary, the example shows that if we define operators modularly with …

It additionally disables some default bounds – i.e., we will not add the default T: Sized bound.

only bounds work like normal bounds: ask for what you needA nice feature of only bounds is that they work more like a regular bound.

only bounds compose normallyLike any other bound, only bounds are combined with other bounds to form the overall requirements.

Scaling only to other “default bound families” (speculative)The final strength of only bounds is that they allow us to introduce whole new families of default bounds.

This is an interesting one because the value b may not be used and therefore requires only Move + Destruct bounds.

The feature freeze of Postgres 19 includes the one feature many claimed would never see the light of day: query hints.

A Brief History of "Never"The Postgres community's position on query hints has been, shall we say, firm.

His preferred hierarchy was GUC cost parameters first, then cost parameters on database objects, then new statistical metadata, and query hints only as a desperate last resort.

Plan advice is for when the planner still insists on a bad plan despite doing all of that.

The Postgres community spent two decades saying they'd never add query hints and ended up adding advice instead.

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the most famous answer on stack overflowQ1732348 (4.1M views): "RegEx match open tags except XHTML self-contained tags."

the asker's summary: "the result should be [true, true]".

test ( " a " )); } // true, false, true, false, true, falsea /g regex stores lastIndex , where the next search begins.

it marks the spot where a word character meets a non-word character.

so the boundary rule and the simple \w / \W split don't always agree.

CSS: Unavoidable Bad PartsAn ersatz CSS tutorial for people who need to style a web page, but aren’t web developers.

CSS, HTML and Web APIs are truly vast, and it takes a career to become a professional.

Bad: Browser defaultsLet’s start with a bare (but still semantic) HTML markup of a blog article, without any CSS.

The general solution here is a CSS reset, or normalization — starting your CSS with an explicit set of rules, overriding defaults.

Default CSS is like supercharged inheritance, each design element on your web page is affected by multiple rules, and you can always “monkey patch” existing elements by appending to your CSS.

The company that bought the company that ran the forum is also, in any operational sense, gone.

The thing to understand about that acquisition, which I have not seen written cleanly anywhere, is the asymmetry between what Yahoo bought and what Yahoo wanted.

Yahoo wanted the sixteen and a half million email addresses, which is to say the ad inventory attached to them.

I keep saying that the internet (generally, but more specifically Arabic-specific internet) of 1998 through 2010 was not lost, it was killed.

The Maktoob acquisition is the cleanest single case I can name.

@font-face { font-family : 'Datatype' ; src : url('Datatype.woff2') format('woff2') ; font-display : swap ; } .chart { font-family : 'Datatype', sans-serif ; font-variation-settings : 'wdth' 15 ; font-weight : 400 ; }Sales {l:20,40,70,50,90} are up.

Budget {p:73} utilized.

Results {b:30,70,20,90} by quarter.

{b:15,45,80,30,60} {b:15,45,80,30,60} 5 bars — values set bar height as a percentageSparklines {l:values} Comma-separated values, each 0–100.

{l:10,40,25,70,50,90,35} {l:10,40,25,70,50,90,35} 7 points — values set point height as a percentage

Sarah Perez / TechCrunch:

Apple updates its guidelines to say it may remove apps in saturated categories from the App Store if they're not “updated, improved, or attracting customers” — Apple is warning developers that some of their apps may not be able to call the App Store home forever.

Bloomberg:

SF voters reject the Overpaid CEO Act, a union-backed ballot measure to raise taxes on any large business where the CEO earns 100x more than the median employee — San Francisco voters rejected a union-backed ballot measure to raise taxes on large corporations doing business in the city …

M.G. Siegler / Spyglass:

If Apple's Siri AI works as it was shown in the WWDC demos, Apple is set to take the lead in consumer AI, with iPhone becoming the first true AI device — As the iPhone becomes the first true AI device... From a pure AI perspective, nothing Apple showcased during their WWDC keynote yesterday was particularly groundbreaking.

Foo Yun Chee / Reuters:

EU regulators order Meta to give rival AI chatbots free access to WhatsApp while they continue to probe if Meta abused its market power by blocking competitors — EU antitrust regulators on Tuesday ordered Meta Platforms (META.O) to give rival AI chatbots free access to WhatsApp while they continue …

The Keyword:

Google releases Gemini 3.5 Live Translate, which it says can deliver “near real-time speech-to-speech translation in over 70 languages” — Gemini 3.5 Live Translate is our latest audio model, delivering near real-time speech-to-speech translation in over 70 languages.

Emma Roth / The Verge:

Meta plans to expand the use of off-platform data, such as e-commerce purchases, to personalize content feeds; it was previously used just to serve ads — Beginning in July, you may start seeing content related to the games you've played, your online purchases, and more across your feeds.

Bloomberg:

Sources: India froze Starlink approvals to begin commercial operations due to concerns over the use of its terminals in Iran despite not being licensed there — India has effectively frozen approvals for Elon Musk's space-based internet service Starlink to begin commercial operations …

Amy Hawkins / The Guardian:

China starts operations of the world's first wind-powered underwater data center off Shanghai coast, and says it uses 20% less power than land-based facilities — Datacentre off Shanghai coast uses less power and water than land-based equivalent — The world's first wind-powered underwater datacentre …

Ryan Lawler / Axios:

Vinyl Equity, an SEC-registered transfer agent that has launched a payments platform earlier this year, raised a $20M Series A led by Jump Capital — Vinyl Equity, which is building a modern transfer agent for public companies, raised $20 million in Series A funding led by Jump Capital, CEO Rob Schoder tells Axios exclusively.

Ben Weiss / Fortune:

Decentralized lending protocol Morpho raised $175M led by Paradigm, Ribbit Capital, and a16z Crypto in a token sale valuing Morpho at up to $2B — Paul Frambot has a message for the “suits” at traditional financial institutions. “I think TradFi is going to have to wear shorts,” …

Apple Machine Learning Research:

Apple unveils new Apple Foundation Models: two on-device models, including a 20B-parameter multimodal model called AFM 3 Core Advanced, and three cloud models — Our next generation of Apple Intelligence is centered around our users, integrated deeply into our operating systems …

Sergiu Gatlan / BleepingComputer:

French government warns that hackers used a hijacked user account to breach Tchap, its encrypted messaging app for civil servants with 300,000+ monthly users — DINUM, the digital affairs directorate of the French government, warned that hackers used a hijacked user account to breach Tchap …

Bloomberg:

New York-based Standard Bots, which wants to make AI-powered robotic arms in the US, raised $200M led by General Catalyst and Robostrategy at a $1B valuation — Standard Bots has raised $200 million in a new round of funding to ramp up manufacturing of robotic arms in the US as the country vies …

Inti Landauro / Reuters:

The EU says Apple decided not to roll out Siri AI in the EU after it had unsuccessfully requested to be exempted from interoperability obligations for the tool — Apple decided not to roll out its new Siri AI tool in the European Union after it had unsuccessfully requested to be exempted …

Bloomberg:

Sources: Taiwan considers restricting AI chip sales to all Chinese customers, rather than only blacklisted entities like Huawei, to align with US measures — Taiwan authorities are considering much stricter export controls on AI chip sales to China to further align with US measures …

South China Morning Post:

Sources: Microsoft laid off 200 to 400 Azure unit employees in Beijing and Shanghai, at least its third round of downsizing in China in two years — Microsoft is laying off hundreds of employees at its Azure cloud unit in China as the US technology giant navigates tightening data regulations …

Sam Tabahriti / Reuters:

The UK is conducting a full review of its NHS contract with Palantir, amid growing pressure to terminate the deal in 2027 over reliance on US tech companies — Britain is conducting a full review of its National Health Service contract with U.S. data analytics firm Palantir (PLTR.O) …

A file search toolkit for humans and AI agents.

Originally started as Neovim plugin people loved, but it turned out that plenty of AI harnesses and code editors need the same thing: accurate, fast file search as a library.

The MCP server gives any agent a file search tool that is faster and more token-efficient than the built-in one.

Smith-Waterman fuzzy scoring is available on the grep path; path search uses SIMD-accelerated fuzzy matching (via the frizbee -derived core) that survives dropped characters and reorderings.

Smith-Waterman fuzzy scoring is available on the grep path; path search uses SIMD-accelerated fuzzy matching (via the -derived core) that survives dropped characters and re…

Anthropic's frontend-design was the first widely-used design skill for Claude.

A shared design vocabulary with your AI: polish , audit , critique , distill , animate , bolder , quieter , and more.

The general-purpose npx skills add pbakaus/impeccable also works, though it installs one shared build for all harnesses rather than the one compiled for yours.

To update later:git submodule update --remote .impeccable npx impeccable skills link --source=.impeccable --providers=claude,cursorOption 3: Download from WebsiteVisit impeccable.style, download the ZIP for your tool, and extract to your project.

The impeccable skill builds on Anthropic's original frontend-design skill.

Paste your API key and click Save Click Test Connection → Discover Models → Register ModelsDone!

You're ready to create your first notebook.

Get one from: OpenAI · Anthropic · Google · Groq (free tier)Want free local AI?

Star HistoryProvider Support MatrixThanks to the Esperanto library, we support this providers out of the box!

Community Support:💬 Discord Server - Get help, share ideas, and connect with users🐛 GitHub Issues - Report bugs and request features🌐 Website - Learn more about the project(back to top)

Install with pipx install twitter-cli , make sure you're logged into x.com in your browser, then your agent can search with twitter search "query" and read tweets with twitter tweet URL .

Compatible with Claude Code / Cursor / OpenClaw / Windsurf?

Agent Reach is an installer + configuration tool — any AI coding agent that can run shell commands can use it.

Works with Claude Code, Cursor, OpenClaw, Windsurf, Codex, and more.

Just pip install agent-reach , run agent-reach install , and the agent can start using the upstream tools immediately.

An AI agent-led search engine scored by upvotes, likes, and real money - not editors.

Cross-source cluster mergingWhen the same story appears on Reddit, X, and YouTube, v3 merges them into one cluster instead of showing three separate items.

What people are saying"I found a Claude Code skill that researches any topic across Reddit, X, YouTube, and HN from the last 30 days.

You give it a topic, it scrapes Reddit, X, and the web for what people are actually talking about.

Built with Python 3.12+, yt-dlp, Node.js (vendored Bird client for X search), and ScrapeCreators API.

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

After installation:source ~ /.bashrc # reload shell (or: source ~/.zshrc) hermes # start chatting!

Getting Startedhermes # Interactive CLI — start a conversation hermes model # Choose your LLM provider and model hermes tools # Configure which tools are enabled hermes config set # Set individual config values hermes gateway # Start the messaging gateway (Telegram, Discord, etc.)

During first-time setup: The setup wizard ( hermes setup ) automatically detects ~/.openclaw and offers to migrate before configuration begins.

🔌 HermesClaw — Community WeChat bridge: Run Hermes Agent and OpenClaw on the same WeChat account.

Hermes WebUI is a lightweight, dark-themed web app interface in your browser for Hermes Agent.

Every single part of the web UI uses your existing Hermes agent and existing models, without requiring any additional setup.

It uses your existing Hermes agent setup, your existing models, and requires no additional configuration to start.

The bootstrap will:Detect Hermes Agent and, if missing, attempt the official installer ( curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash ).

Compatibility policyWebUI release branches are tested against the matching Hermes Agent release available at that WebUI release time.

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

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

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

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

css ( '.quote' ).

Trivy has scanners that look for security issues, and targets where it can find those issues.

For a complete list, see the Scanning Coverage page.

The complete list of integrations is available in the Ecosystem page.

If you'd like to contact Aqua or request a demo, please use this form: https://www.aquasec.com/demoCommunityTrivy is an Aqua Security open source project.

Contact us about any matter by opening a GitHub Discussion herePlease ensure to abide by our Code of Conduct during all interactions.

PluginsThis repository contains a curated collection of Codex plugin examples.

Each plugin lives under plugins// with a required .codex-plugin/plugin.json manifest and optional companion surfaces such as skills/ , .app.json , .mcp.json , plugin-level agents/ , commands/ , hooks.json , assets/ , and other supporting files.

Highlighted richer examples in this repo include:

免去本地环境配置，点击直接在 Google Colab 中快速体验 MoneyPrinterTurbo下载一键启动包，解压直接使用（路径不要有 中文、特殊字符、空格） 当前提供的安装包仍是 v1.2.6 的旧打包版本，建议下载后先执行 update.bat 更新到最新代码。下载后，建议先双击执行 update.bat 更新到最新代码，然后双击 start.bat 启动启动后，会自动打开浏览器（如果打开是空白，建议换成 Chrome 或者 Edge 打开）如果未安装 Docker，请先安装 https://www.docker.com/products/docker-desktop/如果是Windows系统，请参考微软的文档：打开浏览器，访问 http://127.0.0.1:8501打开浏览器，访问 http://127.0.0.1:8080/docs 或者 http://127.0.0.1:8080/redoc推荐使用 uv 管理 Python 环境和依赖，默认使用 Python 3.11如果你暂时不使用 uv ，也可以继续使用 venv + pip说明：注意需要到 MoneyPrinterTurbo 项目 根目录 下执行以下命令在 CMD 中也可以执行 webui.bat 。 webui.bat 会优先使用项目 .venv 或一键包内置 Python；如果没有找到项目 Python，但已安装 uv ，会自动切换为 uv run streamlit 。 如需允许局域网内其他设备访问 WebUI，可以先执行 set MPT_WEBUI_HOST=0.0.0.0 ，再运行 we…

You can treat it as your personal AI companion — whether you want a virtual girlfriend , boyfriend , cute pet , or any other character, it can meet your expectations.

If you want to customize your AI companion, you can refer to the Character Customization Guide to customize your AI companion's appearance and persona.

🎉🎉🎉 Related Projectsylxmf2005/LLM-Live2D-Desktop-AssitantYour Live2D desktop assistant powered by LLM!

📜 Third-Party LicensesLive2D Sample Models NoticeThis project includes Live2D sample models provided by Live2D Inc.

Note: For commercial use, especially by medium or large-scale enterprises, the use of these Live2D sample models may be subject to additional licensing requireme…

Claude CodeClaude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands.

Install Claude Code: MacOS/Linux (Recommended): curl -fsSL https://claude.ai/install.sh | bash Homebrew (MacOS/Linux): brew install --cask claude-code Windows (Recommended): irm https: // claude.ai / install.ps1 | iex WinGet (Windows): winget install Anthropic.ClaudeCode NPM (Deprecated): npm install -g @anthropic-ai/claude-code Navigate to your project directory and run claude .

PluginsThis repository includes several Claude Code plugins tha…

MOSS-TTS FamilyEnglish | 简体中文MOSS‑TTS Family is an open‑source speech and sound generation model family from MOSI.AI and the OpenMOSS team.

MOSS‑TTSD : A spoken dialogue generation model for expressive, multi-speaker, and ultra-long dialogues.

: A spoken dialogue generation model for expressive, multi-speaker, and ultra-long dialogues.

MOSS‑VoiceGenerator : An open-source voice design model capable of generating diverse voices and styles directly from text prompts, without any reference speech .

It uses incremental synthesis to ensure natural and coherent replies, making it ideal for building low-latency voice agents when paired with text models .

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██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗ ███████║██║ ██║██████╔╝██║ ██║██║ ██║██╔████╔██║ ██╔══██║██╔══╝ ██╔══██║██║ ██║██╔══██╗██║ ██║██║ ██║██║╚██╔╝██║ ██║ ██║███████╗██║ ██║██████╔╝██║ ██║╚██████╔╝╚██████╔╝██║ ╚═╝ ██║ ╚═╝ ╚═╝╚══════╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝ ╚═════╝ ╚═════╝ ╚═╝ ╚═╝ The context compression layer for AI agents60–95% fewer tokens · library · proxy · MCP · 6 algorithms · local-first · reversibleDocs · Install · Proof · Agents · Discord · llms.txt · EnterpriseAI agents / LLMs: read /llms.txt here, or fetch the live index / full docs blob.

Headroom compresses everything you…

@font-face { font-family : 'Datatype' ; src : url('Datatype.woff2') format('woff2') ; font-display : swap ; } .chart { font-family : 'Datatype', sans-serif ; font-variation-settings : 'wdth' 15 ; font-weight : 400 ; }Sales {l:20,40,70,50,90} are up.

Budget {p:73} utilized.

Results {b:30,70,20,90} by quarter.

{b:15,45,80,30,60} {b:15,45,80,30,60} 5 bars — values set bar height as a percentageSparklines {l:values} Comma-separated values, each 0–100.

{l:10,40,25,70,50,90,35} {l:10,40,25,70,50,90,35} 7 points — values set point height as a percentage

SwiftUI Only Makes It Easy to Develop Bad AppsPaulo Andrade, last month, “Using SwiftUI to Build a Mac-Assed App in 2026”:I recently launched the macOS version of Shopie, an app I first released on the iOS App Store late last year.

Unlike my other apps, where I typically blend AppKit (or UIKit) with SwiftUI, Shopie is built entirely in SwiftUI.

SwiftUI is productive, modern, and often delightful, right up until you try to make a really good Mac app.

Apple’s developer message used to be that it was not just easy to develop apps for their platforms, but that it was easy to develop good idiomatically native apps.

That’s still true for AppKit and UIKit, but it’s never been true for SwiftUI, and…

LLMs are eroding my software engineering career and I don't know what to do06 Jun, 2026I'm a software engineer, completing 10 years of professional experience this year.

I have no domain expertise that another Sr. engineer steering an LLM cannot match.

Along the course of my career, I always liked to refactor, always prized good code, and negotiated time in the sprint for it.

But that's another pillar of my expertise that's eroding.

Most of them suffer from the same problem I outlined here: their domain expertise is not enough to stand out anymore.

DeepSeek V4 Pro wins this head-to-head by being more exact where it matters: following instructions, matching schemas, and solving edge cases cleanly.

DeepSeek V4 Pro takes this matchup 38.0 to 33.0, and the margin feels earned.

DeepSeek: DeepSeek V4 Pro scored 38.0 to OpenAI: GPT-5.5 Pro's 33.0.

Winner: DeepSeek: DeepSeek V4 Pro — Model A correctly handles overlapping patterns with a single regex and replacer function, ensuring proper replacement priority and no missed matches.

Winner: DeepSeek: DeepSeek V4 Pro — A follows the requested schema exactly and provides a clear 2-sentence summary plus correctly typed JSON fields.

Optimized for height and spectacle at the expense of Maillard browning (Honolulu Magazine).

Optimized for height and spectacle at the expense of Maillard browning (Honolulu Magazine).

Unlike bread (which relies on a single source: yeast fermentation), an optimized pancake batter uses four independent gas sources operating on different timescales:Source 1: Baking soda + acid (immediate).

Because ricotta has already been heated to 80–93°C during production, its proteins are fully denatured before they enter the pancake batter.

Batter fat and pan fat serve different purposes and should be chosen independently.

Building from Zero After Addiction, Prison, and a FelonyI spent ages 14–16 in a maximum-security juvenile prison, became a felon at 19, lost almost everything to addiction, and later rebuilt my life through software, open source, and a few people who took a chance on me.

Below is the much-condensed life story of my struggles with addiction, poverty, and incarceration + life after being a felon.

I wound up spending 2 years, from 14-16 at a maximum security juvenile prison (Lookout Mountain YSC, Golden CO).

I had assumed I was going to spend the rest of my life working construction or similar, because of my felony.

I had my dream job: Working on a developer-facing tool I genuinely loved and w…

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Two StrawberriesIn going through the SAE features, I found two features that both looked to be about strawberries.

In this section we're going to dive deep into these two strawberry features and try to determine concretely what each of them actually encodes.

feature 1511 feature 2314Just looking at them, it seems like the first one (feature 1511) is encoding a singular strawberry and the second (feature 2314) is about a group of many strawberries.

To get a baseline, this is how much 1511 and 2314 activate for a single, large, whole strawberry:one large whole strawberry feature 1511 0.511 feature 2314 0.218As expected, feature 1511 dominates.

one large sliced strawberry feature 1511 0.067 fe…

Central to the liminal aesthetic, whether in “The Backrooms” or otherwise, is the complete absence of humans, whereby the viewer of the image must imagine herself as the only person in the scene.

Look to the numbers alone: A Facebook group named “Liminal Spaces” has 228,000 followers sharing images, while “Liminal Photography” numbers 357,300. r/LiminalSpace on Reddit welcomes 136,000 weekly visitors.

The placelessness of Liminalism — these spaces could notably be anywhere — flattens experience in the same way that digital homogenization obliterates distance.

COVID-19 may have hyper-charged interest in the aesthetic, but its attractions predate and outlast those shutdowns now six years in t…

The Index · 252 specimens catalogued Browse theCollection Search the index Press ↵ to query Search Try: egyptian Try: arsenic Try: burne-jones Try: vesuvius By hex: #FADA5EThe Collection by Hue A proportional cross-section · 8 per hue252 results filters applied Clear all Sort by Relevance Plate № Year, oldest first Year, newest first Name, A → Z Hue family Lightfastness

Today, we are releasing new checkpoints optimized with Quantization-Aware Training (QAT) to make Gemma 4 even more efficient, so you can run models locally on everyday edge devices and consumer GPUs.

By simulating quantization during training, QAT minimizes quality loss when the model is compressed.

This release includes QAT checkpoints for the popular Q4_0 quantization format as well as a novel quantization format specialized for mobile use cases.

However, standard Post-Training Quantization (PTQ) often leads to performance degradation.

Instead of simply quantizing the model after training, QAT integrates the quantization process directly into training.

@font-face { font-family : 'Datatype' ; src : url('Datatype.woff2') format('woff2') ; font-display : swap ; } .chart { font-family : 'Datatype', sans-serif ; font-variation-settings : 'wdth' 15 ; font-weight : 400 ; }Sales {l:20,40,70,50,90} are up.

Budget {p:73} utilized.

Results {b:30,70,20,90} by quarter.

{b:15,45,80,30,60} {b:15,45,80,30,60} 5 bars — values set bar height as a percentageSparklines {l:values} Comma-separated values, each 0–100.

{l:10,40,25,70,50,90,35} {l:10,40,25,70,50,90,35} 7 points — values set point height as a percentage

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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.

Anthropic is releasing Claude Fable 5, its first Mythos-class model available to the public. The model comes with guardrails that block responses in high-risk areas like cybersecurity and biology.

Founder and CEO RJ Scaringe has called it "maybe the most important thing we've launched to date."

The iOS 27 developer beta includes code that references the fold state and screen angle of a device.

With SpaceX, Anthropic, and OpenAI all eyeing massive public debuts, the tech industry may soon have a new class of corporate overlords — and a new acronym to match. Say goodbye to FAANG and hello to MANGOS.

Apple may begin removing existing apps that it considers stale, low-value, or unable to attract users.

While iOS 27 isn't bringing major changes, it's still got many small features that could improve everyday usage for iPhone users.

Apple is expanding its App Bundles feature to allow developers to partner with one another on discounted subscription packages.

Apple will now recommend apps based on your downloads and behavior.

Sandstone's Series A was led by Lightspeed Partners, with participation from Sequoia.

Lovable says it has now surpassed $500 million in annualized run-rate revenue and its users are building businesses and replacing internal software.

Researchers say mysterious, seconds-long GPS interference bursts detected across Europe appear to come from Russian EKS early-warning satellites, making this "a rare example of human-made GPS interference coming from space," reports Ars Technica. The signals may be tests of space-based jamming capability, short satellite communications, or something else, but experts say they raise troubling questions about whether GPS disruption could eventually be weaponized on a continental scale. From the report: The discovery came from an investigation detailed in a June 2 preprint paper by Todd Humphreys and his student Zach Clements at The University of Texas at Austin, along with Argyris Krizise at …

A battery researcher's investigation, backed by more than 20 independent experts, claims Donut Lab's much-hyped "solid-state" battery is actually a conventional lithium-ion cell, with voltage curves and expansion data matching high-nickel NCM chemistry rather than the promised sodium-ion solid-state design. Electrek reports the company raised about $25 million from more than 1,300 mostly small investors on claims of 400 Wh/kg energy density, 100,000-cycle life, and 5-minute charging that now appear unsupported. From the report: The investigation consulted over 20 independent battery experts, including Julian Zanau from the Fraunhofer Research Institute, Dr. Yahim San from Justus-Liebig Univ…

An anonymous reader quotes a report from The Guardian: The world's oceans are under "severe and accelerating" pressure from human activities, with the rate of sea-level rise double that of a decade ago, according to a damning assessment from the United Nations. The "intensifying" stressors, which include pollution and large-scale industrial fishing, are cumulative, said the report, resulting in widespread biodiversity loss and putting ocean systems under "severe strain." The UN's third World Ocean Assessment, which reflects the work of nearly 600 scientists from 86 countries, looked at the oceans' health from 2021-25. The previous report, that covered up to 2018, found persistent degradatio…

OpenAI has confidentially filed for an IPO, "setting it up for what may be the most highly anticipated market debut in recent history and a massive payday for early investors," reports CNN. The decision follows recent IPO announcements from Anthropic and SpaceX. From the report: OpenAI said it has not decided on timing yet. And because the filing is confidential, it's not yet clear how many shares the company plans to sell or at what price. "It may be a while because there are things we want to do that are likely easier as a private company," it said in a post on its newsroom page. But the company said the filing "gives us the option to go public sooner if that ends up being best." The tran…

Last Thursday, Wired reported that Meta had quietly embedded an unreleased facial recognition system called NameTag into software installed on millions of phones. In a follow-up report, Wired says the tech giant has now removed the face-recognition-related code, while saying "no final decision" has been made about whether the feature will launch. From the report: On Thursday, WIRED reported that Meta had quietly integrated substantial portions of the NameTag system into the Meta AI app. Though never publicly enabled, the feature was designed to convert faces captured by the glasses into unique biometric signatures, commonly known as faceprints, and compare them against a database of facepri…

Microsoft executive Matt Booty says future Xbox exclusivity will be decided "case-by-case," with Gears of War: E-Day and Clockwork Revolution remaining Xbox console exclusives while major multiplayer, live-service, and previously promised PlayStation releases stay multiplatform. But IGN's Tom Phillips says Microsoft's announcement still leaves numerous questions unanswered, like "why just Gears and Clockwork Revolution?" and "how will this policy be enforced in future?" From the report: Last night's Xbox Showcase featured the return of games specifically earmarked as exclusives for Xbox consoles (though, of course, they'll still also be coming to PC). But why just Gears and Clockwork Revolu…

An anonymous reader quotes a report from AppleInsider: Apple has unveiled its next Mac operating system, macOS Golden Gate, with Apple promising better performance, the improved Siri, and more. [...] On the surface, macOS Golden Gate is not as significant an upgrade as macOS Big Sur, or even macOS Tahoe with its Liquid Glass redesign. But under the surface, it is much more significant than it seems. Apple has chosen this release to draw a line in the sand. For the first time, the new macOS Golden Gate will not support Macs that have Intel processors. [...] Nonetheless, as of when this is released to the public in September or October, no Intel Macs will ever be supported again. One of the m…

At WWDC 2026, Apple announced a new "Siri AI," describing it as a more conversational, personalized, and systemwide assistant that can understand on-screen context and interact with apps while relying on on-device processing or Private Cloud Compute. The relaunch comes two years after Apple's original Apple Intelligence promises stumbled and "never fully materialized," reports The Verge. MacRumors reports: Siri is now embedded directly in the Dynamic Island, accessible by swiping down from it, pressing the side button, or saying "Hey Siri." A revamped voice engine makes the assistant sound more expressive, with micro-adjustable voice settings available during initial setup. During Apple's k…

wiredmikey shares a report from SecurityWeek: Meta-owned communications app WhatsApp says it recently detected and disrupted a spear-phishing attempt linked to spyware company NSO Group. The attack is allegedly in defiance of a court order that bars the spyware maker from targeting WhatsApp. WhatsApp filed a lawsuit against NSO in 2019, after it came to light that a zero-day vulnerability had been exploited to deliver spyware to users. [...] NSO has been seeking to overturn the order blocking it from targeting WhatsApp users, arguing that the company will "suffer irreparable harm." According to WhatsApp, the spyware maker has violated the permanent injunction. The messaging app reported on …

The best Stratechery content from the week of June 1, 2026, including Google and Microsoft, YouTubers taking over Hollywood, and a guide to the NBA Finals.

Нейросети за последнее время сильно прокачались. Многие используют для помощи в написании ТЗ, кто-то делает проработанные прототипы приложений для проверки гипотез, не привлекая разработчиков. Вы как-то перестраиваете процессы под новую реальность с ИИ? Как именно применяете эти инструменты?

An interview with Microsoft CEO Satya Nadella about figuring out Microsoft's role in AI, the relationship with OpenAI, Capex, Software, and a potential new agentic platform.

The Nvidia AI PC feels like a relic of another AI era; Microsoft's vision for devices at Build was much more compelling.

Привет! Хотелось бы разобрать эту наклейку, клеится на дверцу мини-печки. Типографика, расположение элементов, считываемость иконок, м?

Google has issued equity to Berkshire Hathaway in a deal that signals far more demand and a future where capital is the ultimate commodity.

There are many historical artifacts and monuments in Boston. This is one of

my favorites:

It’s in the center of the

Granary Burying

Ground, the third-oldest cemetery in Boston. Casual tourists will assume the

monument marks Ben Franklin’s grave, but they are wrong: it is for his

parents.Ben Franklin wrote an inscription for his parents’ grave. The marker

deteriorated and in 1827 was replaced with this large obelisk and a new

plaque.The plaque is far from the walkway and hard to read even up close:It reads: JOSIAH FRANKLIN AND ABIAH HIS WIFE

lie here interred. They lived lovingly together in wedlock fifty five years. And without an estate,

or any gainful employment, by constant labor and hon…

Привет, Бюро!

В диджитале очень любят употреблять в речи англицизмы — особенно этим грешит маркетинг. А если это маркетинг в ИТ-компании, так вообще двойное бинго.

Одно дело, когда в русском языке действительно нет точного аналога — тут вопросов нет. Но когда человек осознанно начинает говорить на руинглише, возникает ощущение, что он просто пытается казаться умнее, чем есть на самом деле.

Почему не назвать роудмап — дорожной картой, а солд-аут — аншлагом? Зачем использовать апдейты, офтопы, асапы, гайдлайны, когда есть нормальные русские слова?

Как вы в целом относитесь к этому явлению?

И может ли в арт-директор бюро написать: «Если вы опять таску зафакапите, а мне снова придётся за вами ф…

YouTubers are ruling the box office, and it shouldn't be a surprise: succeeding on YouTube is a much higher bar than the gates that currently govern Hollywood.

The best Stratechery content from the week of May 25, 2026, including why everyone hates Luce, how to monetize AI answers, and social mobility in China.

This is the mascot for Boston Python.

It’s called Snake Way for Ducklings:My son Ben drew it, which makes me very happy. He also drew

Sleepy Snake. Wearing this image on a

shirt around PyCon, I had

to explain it a number of times. People in Boston understand it almost

immediately, but others need more background.In 1941, Robert McCloskey wrote a children’s book called

Make Way for

Ducklings. It’s a classic, selling millions of copies and never going out

of print. We read it to our own children growing up many times.The book is the story of Mrs. Mallard making her way through Boston guiding

her eight ducklings (Jack, Kack, Lack, Mack, Nack, Oack, Pack, and Quack) to a

pond in Boston’s Public…

An Interview with Eric Seufert about building models for generative AI, why Meta's foundational models are so important, and why understanding advertising leads to optimism about humanity's future.

There isn't a financial model that justifies the SpaceX IPO, but data centers in space are plausible, and that might be enough.

There isn't a financial model that justifies the SpaceX IPO, but data centers in space are plausible, and that might be enough.

Nvidia is changing its reporting to delineate between hyperscaler sales — where Nvidia is fighting commoditization — and everyone else, where Nvidia runs the whole stack.

Готовлю слайды презентаций для спикеров, и сталкиваюсь с постоянной проблемой оформления скриншотов отчётов и больших таблиц из разных программ (часто это отчёты из 1С). Материалы для презентаций обычно передают мне сразу в виде скриншота. Выглядят они убого, на слайде ничего не видно, но люди хотят показать их целиком. Стоит ли их как-то переоформлять, делить на части, выделять главное? Или оставлять как есть? Какие ещё есть способы правильно встраивать такие скриншоты в презентацию? Вообще, есть ли какой-то мануал как объёмные данные, таблички и отчёты демонстрировать в презентациях?

Скрины наподобие таких:

https://infostart.ru/upload/iblock/349/2.jpg

http://erp-project.com.ua/images/M_im…

Last week was PyCon US in Long Beach California. As always, it was a

jam-packed intense time. I’ll try to report on my experience. The videos aren’t

uploaded yet, but I’ll link to them later when they are.This recap is longer than I’ve done in the past. I don’t know why, it’s just

how it came out. I want to convey a sense of what I get out of PyCon and what

you can get out of PyCon.ThursdayOpening receptionI came with five of my colleagues from Netflix. I got to the Thursday night

reception with Anika (first PyCon) and Josey (first PyCon with me). They said,

“we’re going to count how many people Ned says hi to!” They were at 16 after

five minutes and gave up. I don’t blame them. The recepti…

Максим, привет!

Это примеры пепельницы для голосования: ярко-жёлтый контейнер, дразнящий вопрос и два варианта ответа над прозрачными окошками с прорезями. Вопросы самые разные — от острополитических до совсем фановых. Иногда даже вопросов нет, а только варианты ответа на какие-нибудь холиварные темы. С помощью таких пепельниц с 2015 борются с уличным мусором из окурков, а сейчас начали делать ещё и уличные урны для обычного мусора, которые ведут подсчёт голосов (буквально, там цифровое табло). То есть вместо традиционных пепельниц и урн с ненавязчивым дизайном на улицах устанавливают броские, а вместо того, чтобы ждать, что люди будут проявлять ответственность, их завлекают в игру. В резул…

The best Stratechery content from the week of May 18, 2026, including data center discontent, agent economics, and slime mold.

Как отвернуть его от этой идеи и перенаправить на другую, которая полезна для проекта?

Я студент и вместе с этим занимаюсь научной деятельностью в лаборатории. Меня попросили помочь в создании шаблона, по которому будут оформляться плакаты для конференций, чтобы они выглядели единообразно. В процессе у меня появилось несколько вопросов: Нужно ли в шаблоне отображать все возможные элементы? Или можно ограничиваться базовыми: «заголовки выглядят вот так», «шрифт текста такой», «используем 6 колонок» и др.?

Как донести до людей необходимость использования правил вёрстки, типографских символов, оформления иллюстраций и заставить придерживаться их?

Просто заведите collectible username.

The post Как в Telegram-канале сделать сразу два адреса first appeared on Непиши.

В моём приложении для мониторинга строится несколько графиков загруженности системы. Интервал обновления регулируется с клавиатуры клавишами − и +, но для новых пользователей есть кнопки, которые можно нажать и получить подсказку, что можно пользоваться с клавиатуры (хотя сами кнопки тоже работают).

Меня беспокоит, что этот интервал визуально слабо привязан к самим графикам, занимает целую строчку полезного места и вообще выглядит неопрятно. Кажется очевидным решением поместить в заголовок, но в текущим виде придётся увеличивать минимальный размер окна, чего бы не хотелось.

Source-available management APII don't want to lock you in.

The Crate Operator running on your servers is source available.

Inspect it, fork it, leave whenever you want.

OverviewRoboCo implements a structured organizational hierarchy with formal communication protocols, task management, and quality controls.

Development# Install dev dependencies uv sync --all-extras # Run tests uv run pytest # Format and lint uv run ruff format .

uv run ruff check .

uv run mypy roboco/ # Type checking uv run mypy roboco/Core PrinciplesEverything is a task - All work is tracked and documented No work without a task - Create task record first No task without acceptance criteria - How do we know it's done?

ROBOCO_AGENT_AUTH_REQUIRED=true : every request must carry a valid token; an agent cannot spoof another agent's role.

generate ( images = [ video ], texts = [ "Describe what is happening in this video."

forward_with_trace ( images = [ "videos/baby.mp4" ], texts = [ "a baby crying" ], debug = True ) # Qwen3.5 — same interface, thinking mode disabled automatically for VQAScore scorer = t2v_metrics .

VQAScore ( model = 'qwen2.5-vl-7b' ) # Custom question template scores = scorer ( images = [ "images/0.png" ], texts = [ "a dog" ], question_template = 'Is this figure showing "{}"?

, answer_template = 'Yes' ) # Compute P(caption | image) — VisualGPTScore style scores = scorer ( images = [ "images/0.png" ], texts = [ "a dog" ], question_template = "" , # no question answer_template = "{}" # computes P(caption | i…

It sees your screen, talks to you, and physically points at UI elements — like having an expert tutor sitting next to you.

tryskilly.app | DownloadWhat's new in v2.0 (2026-05-30)Now running on OpenAI's GA Realtime API ( gpt-realtime ).

Bring your own OpenAI API key.

What Skilly adds on top:Live Tutor mode — continuous voice-gated conversation, not just push-to-talk— continuous voice-gated conversation, not just push-to-talk Single-call OpenAI Realtime API pipeline — replaces clicky's separate TTS + STT + LLM stack with one WebSocket.

Push-to-talk or Live Tutor mode streams audio + screenshots to OpenAI Realtime over WebSocket.

📰Tech Blog | 📄Tech ReportAgentHarnessEvaluation harness for Apodex-1.0 on public deep-research benchmarks.

AgentHarness is the open-source evaluation harness used to reproduce the public benchmark results for Apodex-1.0 in a standard ReAct setup.

Run a smoke testuv run python -m benchmarks.runner.run_subprocess \ --benchmark browsecomp \ --pipeline react_base \ --profile default \ --limit 1 \ --concurrency 1 \ --out ./tmp/smoke6.

Run a full benchmarkuv run python -m benchmarks.runner.run_subprocess \ --benchmark browsecomp \ --pipeline react_base \ --profile default \ --runs 5 \ --concurrency 30 \ --out ./bc-runs7.

⭐ Star History📚 Citation@techreport { apodex2026 , title = { Apodex-1.0: A V…

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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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Finland-based Skyfora, a weather data company building a new global data layer for weather and AI, has raised €6.5 million to accelerate the deployment of its atmospheric sensing network powered by telecom infrastructure. The round, led by Ugly Duckling Ventures, includes participation from Eviny Ventures, LUMO Labs, the European Innovation Council (EIC) Fund, alongside non-dilutive […]

The post Finnish Skyfora raises €6.5 million to quicken deployment of atmospheric sensing network appeared first on EU-Startups.

Espoo-based ICEYE, an innovator in sovereign intelligence from space, has raised €450 million in a primary Series F funding round to meet growing demand for space-based intelligence, defence and resilience solutions – valuing the company at over €10 billion. The round was led by General Atlantic. Additional investors include Solidium, Tesi, Varma, Ilmarinen, Lifeline Ventures, […]

The post Finland’s ICEYE raises €450 million in landmark round for Europe’s dual-use SpaceTech sector appeared first on EU-Startups.

Fraud prevention is becoming an increasingly important part of Europe’s cybersecurity and FinTech landscape, as organisations face growing threats from scams, identity theft, account takeovers and AI-enabled financial crime. As attacks become more sophisticated, startups across the continent are developing AI-driven tools to identify suspicious behaviour faster, strengthen digital identity checks and reduce the risk […]

The post 10 fraud-prevention startups taking on scammers before they strike appeared first on EU-Startups.

Vienna-based Invisible-Light Labs, a TU Wien spin-off developing infrared analysis technology for nanoscale materials, has closed a €1.5 million pre-Seed round in order to accelerate the international commercialisation of the company’s flagship product, EMILIE, and support the development of new products for environmental monitoring, pharmaceutical analysis, and nanotechnology applications. The round was co-led by XISTA […]

The post Austrian DeepTech startup Invisible-Light Labs raises €1.5 million to identify sub-micron particles appeared first on EU-Startups.

Pitchdrive, an Antwerp-based, entrepreneur-led pre-Seed firm, today announced the closing of its fourth fund at €60 million, further strengthening its commitment to the Co-founder Capital model, which places experienced tech founders and operators on the cap table from day one. Notably, Fund IV is entirely privately backed, with no government or institutional funding, which is […]

The post Antwerp-based Pitchdrive closes €60 million Fund IV to back AI-native early-stage startups appeared first on EU-Startups.

Milan-based startup Bending Spoons has filed for an IPO on the Nasdaq, following a period of notable growth and marking a significant milestone for one of Europe’s most closely watched technology companies. Investors backing the business include Baillie Gifford, Cox Enterprises, Durable Capital Partners, Fidelity, Endeavor Catalyst and actor Ryan Reynolds. Reuters reported that the […]

The post Milan-based Bending Spoons files for Nasdaq IPO – is Europe losing another tech contender? appeared first on EU-Startups.

Studocu uses Natural Language Processing (NLP) and AI to make study materials easier to understand, review, and use. Instead of only storing files, it helps students turn long readings into notes, explain difficult terms in context, create practice questions, and turn lectures into study material. More than 94% of students are now using AI to […]

The post How Studocu uses NLP and AI to solve learning challenges at scale (Sponsored) appeared first on EU-Startups.

NewOrbit, a Reading-based SpaceTech company building satellites for very low earth orbit (VLEO), has closed an oversubscribed €16 million ($18.5 million) Series A round to fund the launch of the world’s first commercial satellite to fly at 200-300 km. The round was led by Voyager Ventures, with leading angel investors including David Kirk (former Chief […]

The post UK-based NewOrbit raises €16 million to build commercial satellites for very low Earth orbit (VLEO) appeared first on EU-Startups.

Companion.energy, a Ghent-based startup helping large industrial and commercial enterprises manage energy in real time, has closed a €7.8 million Seed round to deepen the platform’s multi-asset, multi-market optimisation capabilities, and expand commercially across Europe, starting with Germany and Spain. The round was led by Realyze Ventures (Germany) and Pi Labs (United Kingdom), with participation […]

The post Ghent’s Companion.energy raises €7.8 million to help large enterprises manage energy in real time appeared first on EU-Startups.

GALVANY Energy (GALVANY), a Berlin-based heat pump platform, has closed a €10 million Seed financing round to further expand its end-to-end platform for the installation, operation, and optimisation of heat pumps in Germany, with particular emphasis on the existing-building market for multi-family homes. The round was led by Dutch EnergyTech investor SET Ventures, with Berlin-based […]

The post Profitable German heat pump platform GALVANY closes €10 million Seed round after sevenfold revenue growth appeared first on EU-Startups.

Creator Fund, a Kensington-based pre-Seed VC that finds and backs Europe’s scientific founders before they have a pitch deck, has closed its first European fund at €48.8 million ($56 million). The firm also announced that KfW Capital (a subsidiary of KfW, Germany’s state-owned promotional bank, which operates on behalf of the federal government and the […]

The post UK-based Creator Fund closes €48.6 million fund to back Europe’s scientific founders before pitch deck stage appeared first on EU-Startups.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (June 01 – June 05) appeared first on EU-Startups.

UK-based Joyvié Health has closed its pre-Seed funding round, raising a total of €897k ($1.04 million) for its continence underwear – designed from first principles to significantly reduce stool-to-skin contact, maintain skin integrity, and reduce caregiver burden. The funding is made up of an Innovate UK grant, as well investments from HERmesa Angels, SyndicateRoom, Lavender Ventures, […]

The post Founded after personal loss, Joyvié Health raises €897k to rethink continence underwear appeared first on EU-Startups.

Finnish spacetech company ICEYE has raised €450 million in a primary Series F funding round led by General Atlantic, at a valuation of over €10 billion.

Together with a secondary placement, the total Series F funding round exceeds €1 billion.

The company recently delivered a fully operational sovereign space system to the Polish Armed Forces, from contract signing to operational capability in 12 months, among the fastest sovereign space deployments in history.

According to Rafal Modrzewski, Co-Founder & CEO of ICEYE, sovereign intelligence from space is entering a new era and the window to build it is now.

Nokia joins the funding round as a new strategic investor.

Munich EVTOL company ERC System today announces the launch of “Victor”, a dual-use heavy-lift cargo UAS (Uncrewed Aircraft System) designed for critical missions in fields such as defence, commercial logistics, and disaster response.

ERC’s product portfolio includes Victor, an uncrewed hybrid-electric lift-and-cruise eVTOL aircraft designed for logistics missions, and Charlie, a crewed eVTOL developed for patient and passenger transport.

They found the technology interesting because, just like in the civilian market, an eVTOL aircraft can operate at low cost."

The platform is initially focused on logistics missions, including transporting spare parts, equipment and supplies to remote or har…

Merchantee, a company developing AI-driven marketplace intelligence tools for e-commerce sellers, has raised €1.8 million in funding.

The company plans to use the funding to accelerate product development, expand support for additional e-commerce marketplaces, and support its growth across Europe.

As e-commerce marketplaces continue to account for an increasing share of online retail sales, merchants are managing growing levels of complexity across multiple platforms.

Alongside geographic expansion, Merchantee plans to add support for marketplaces including eMag, BOL, and Cdiscount, increasing the number of integrated platforms available to customers.

Longer term, Merchantee is exploring ag…

Technology exports from Turkiye jumped nearly 40 cent year-on-year to over $5bn, while startup investment in Turkiye has also increased, figures show.

The disclosure of the figures comes as Turkiye brings a large national delegation to London Tech Week, which is running this week.

The value of Information and Communications Technology (ICT) exports out of Turkiye hit approximately $5.3 billion in 2024, up 37.8 per cent year-on-year, according to figures from KPMG.

Other figures show that Turkiye’s startup investment deal volume jumped 423 per cent on the year to 2024 to $2.6bn, figures from KPMG show.

Speaking at London Tech Week, İlhan Bağören, board member of the Service Exporters’ Associ…

Belgian startup Duely has raised €1.1 million to expand its AI-native legal services business focused on mergers and acquisitions.

Originally founded as an API-first technology company, Duely developed AI capabilities for virtual data rooms, the platforms used to manage documents during M&A transactions.

In early 2026, the company expanded beyond software and began delivering legal services directly to clients, positioning itself as an AI-native legal service provider for M&A transactions.

Today, it supports activities including data room preparation, legal due diligence, and transaction-related document review, combining AI-driven workflows with legal expertise and oversight.

Rather than l…

Deliverance AI, a UK-founded provider of enterprise AI infrastructure, has emerged from stealth, reporting £6 million in annual recurring revenue (ARR), more than 30 employees, and six enterprise customers within three months of incorporation.

The platform is intended to address one of the key challenges facing enterprise AI adoption: the ability to govern, monitor, and control AI systems at scale.

While many organisations have invested in AI infrastructure, cloud platforms, and pilot projects, Deliverance AI argues that enterprises still lack the operational framework required to manage AI as a production system.

What enterprises need is an operating layer that allows them to run, govern, …

Founded by Daniel Keinrath and Matthias Gruber, fonio.ai develops AI agents designed to automate customer interactions for businesses that rely heavily on phone communication.

The platform currently focuses on AI voice agents used for customer support, appointment booking, lead qualification, and outbound campaigns.

In less than two years, fonio.ai has grown to serve more than 7,500 businesses, including Volkswagen, Storebox, and Brita.

The platform currently automates more than two million customer calls each month and has established a presence across several European markets as well as Brazil.

According to fonio.ai, the platform can autonomously manage and resolve most customer inquiries…

London-based startup Zaro has emerged from stealth with $5.1 million in pre-seed funding to develop a platform designed to unify enterprise AI tools, workflows, and data within a single adaptive workspace.

Founded by Michael Bajwa and Qian Zheng, Zaro is developing a platform designed to address the fragmentation of AI tools, applications, and data across organisations.

Several members of Zaro's eight-person team previously worked at AI startup Convergence, where they developed AI agents before the technology entered the mainstream.

Following Salesforce's acquisition of Convergence, members of the team contributed to the development of Agentforce, Salesforce's AI platform.

The company also …

UK-based agritech startup, Cordon Technologies, has secured the first close of a £1 million funding round led by British Design Fund (BDF) to accelerate the development and commercial rollout of its precision spraying system for farmers and growers.

Cordon is developing a next-generation spraying system designed to help farmers dramatically reduce their use of pesticides and fertilisers.

I knew there had to be a better way.”He went on to develop the Loop, Cordon’s dynamic mixing and precision-control system.

The Loop enables farmers to adjust the concentration of multiple treatments simultaneously and in real time, ensuring each part of the crop receives exactly what it needs.

The Loop make…

European pre-seed venture capital investor Pitchdrive has closed its fourth fund at €60 million, exceeding its initial €50 million target.

Founded in 2020, Pitchdrive follows a "Co-founder Capital" model, combining funding with operational support from a network of experienced entrepreneurs, operators, and startup founders.

The network provides portfolio companies with strategic guidance, industry expertise, and access to the broader European startup ecosystem.

Pitchdrive plans to focus on three areas: AI-native software products, AI-enabled business categories, and software-driven physical industries such as robotics, mobility, and hardware.

Pitchdrive says its Co-founder Capital model is …

Bending Spoons, the Italian tech conglomerate which typically acquires and tries to revive tech brands, has filed for an IPO in the US.

Bending Spoons, which is highly acquisitive, has applied to list its shares on the Nasdaq under the ticker symbol “BSP”The timing of the offering, number of shares to be offered, and the price range for the proposed offering have not yet been determined, Bending Spoons said.

Bending Spoons, founded in 2013, joins other European founded startups Oura, IQM Quantum Computers and Einride which are going public in the US.

In its filing with the Securities and Exchange Commission, details of Bending Spoons' finances were disclosed.

In October last year, Bending S…

Reading Football Club today announced a major strategic AI initiative with Stelia AI, powered by NVIDIA and Lenovo, bringing together professional sport and advanced computing to accelerate the practical application of artificial intelligence.

The initiative will focus on the co-development of a Reading Football Club AI Centre of Excellence, designed to identify, develop and share best practice in applying AI and accelerating computing across football operations, performance analysis, fan engagement and commercial innovation.

As part of the initiative, Reading Football Club will use Stelia’s full-stack platform to support the development, testing and deployment of AI applications – leveragi…

The UK prime minister today reiterated the government’s intention of encouraging British startups to ”scale here” and “stay here”, as he announced plans to develop Britain’s sovereign compute offering, including a £400m chip plan.

Starmer said: "Where British tech companies start here, scale here, and stay here.

The issue of British startups looking to deep-pocketed US investors to scale up is a long-running issue.

It is part of a broader £1.1bn government plan to build domestic AI compute capacity.

And all tech companies should know…If they fall short on their responsibility to keep people safe.

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

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

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

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

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

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

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

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

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 […]