Ash

Launching our new paper on arXiv: we trained the largest multilingual food model ever built. 4.1M recipes. 7 languages. 1,790 ingredients. 300 dimensions. All of human cooking compressed into 2 megabytes.

Read more about the trends we're seeing as the way people search evolves: blog.google/products-and-p…

claude-opus-4.8 is on Google Vertex 👀

Today we're open-sourcing Bumblebee, a read-only scanner for macOS and Linux. It checks developer machines for risky packages, extensions, and AI tool configs. Connected to Computer, it can trigger deeper scans whenever a new supply-chain risk emerges. github.com/perplexityai/b…

How to Convert Between Wealth and Income Tax: paulgraham.com/winc.html

the model alone is no longer the product

Open-sourcing Hy-MT2 today 🌱Three model sizes, 33 languages: 🪄1.8B: 440MB, runs on mobile chips, beats Microsoft's API 🪄7B: best-in-class among open-source models 🪄30B-A3B: state-of-the-art, outperforms models 10x its size GitHub 👉github.com/Tencent-Hunyua…

Today we're launching Index: a platform for content owners to understand how AI agents use their work, and earn revenue when they do. Our first partners include @TheAtlantic, @FortuneMagazine, @PRNewswire, @PitchBook, @ZoomInfo, @Tracxn, @RocketReachCo, @enigma_data, @fiscal_ai, plus creators @alexeheath, @mariogabriele @azeem, @every, and @packyM.

Highlights from today’s Codex Thursday launches: 1️⃣ Codex can now securely use apps on your Mac from your phone, even when your Mac is locked and the screen is off. #locked-use" target="_blank" rel="nofollow noopener">developers.openai.com/codex/app/comp…

Very excited that @GoogleAIStudio is coming to mobile (both Android and iOS) with native apps! We rebuilt the vibe coding experience to bring it to even more people in a form factor that feels approachable + simple iOS: apps.apple.com/us/app/google-… Android: play.google.com/store/apps/det…

📣Meet Qwen3.7-Max — our latest flagship, made for the Agent Era. A versatile foundation for agents that actually get things done: 🧑‍💻 Coding agent, end to end. Frontend prototypes, multi-file refactors, real debugging — nails it. 🗂️ A reliable office and productivity assistant. Get your work done through MCP integrations and multi-agent orchestration. ⏱️ Long-horizon autonomy. 35 hours straight on a kernel optimization task — 1,000+ tool calls, zero hand-holding. 🔌 Scaffold-agnostic. Claude Code, OpenClaw, Qwen Code, or your own stack. Consistent reliability everywhere. API's up on Alibaba Model Studio. You can also take it for a spin on Qwen Studio. Go build something wild!🏃🏃‍♂️ 📖 Blog: qwen.ai/blog?id=qwen3.7 ✅ Qwen Studio: chat.qwen.ai/?models=qwen3.… ⚡️ API：modelstudio.console.alibabacloud.com/ap-southeast-1…

Today, we share a breakthrough on the planar unit distance problem, a famous open question first posed by Paul Erdős in 1946. For nearly 80 years, mathematicians believed the best possible solutions looked roughly like square grids. An OpenAI model has now disproved that belief, discovering an entirely new family of constructions that performs better. This marks the first time AI has autonomously solved a prominent open problem central to a field of mathematics.

New blog post: The third wave of American philanthropy Hundreds of billions of dollars in new philanthropic capital will soon become liquid. The OpenAI Foundation holds 26% of OpenAI, worth about $220B at today’s valuation. Anthropic’s seven co-founders have pledged to give away 80% of their wealth and have instituted the most aggressive donor matching program for employees in tech history. How much does this all add up to? And how meaningful is that in the context of philanthropy today? I was doing some simple napkin math to wrap my head around the scale of what’s coming, and radicalized myself in the process. I had dramatically underappreciated the scale of the philanthropic capital that’s about to become available and the corresponding gap in talent and organizations that will be needed to make the most of it. This piece aims to directionally sketch the scale of what’s coming, the gap in operational capacity needed to absorb it, and what we can do to fill it. (Link to full post in reply)

Introducing Antigravity 2.0, a new standalone desktop application that delivers fully on that original glimpse of a truly agent-optimized experience. Rebuilt from the ground up with multi-agent teams, scheduled tasks, native voice and one-click integration with other Google products. Learn how to get started with Antigravity 2.0 👇

Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes. Over time it’ll be able to handle any input & any output - starting w/ video You can even give it your own videos & iterate on your ideas:

BREAKTHROUGH: Colossal scientists hatched healthy chicks from artificial eggs. No shells. No hens. Just bioengineered eggs that breathe like the real thing. This could help bring back giant extinct birds like the South Island giant moa, whose eggs were ~80x a chicken’s. (1/10)

Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.

Live from Code with Claude London: we're launching self-hosted sandboxes (public beta) and MCP tunnels (research preview) in Claude Managed Agents. Run agents inside your own perimeter, with your security controls applied by default.

THIS GUY VIBE CODED A WEBSITE WHERE ANYONE ON THE INTERNET CAN FEED HIS CAT you go to the site, press a button, and his cat's automatic feeder dispenses food in real time there's a live camera so you can watch the cat walk up and eat what you just gave it and it's not just his cat. other cat owners can connect their feeders too so you can feed random cats around the world from your browser he's also adding computer vision to detect when a cat is actually near the feeder so only videos with cats in them get shown at the top a weight scale and cat recognition is also being added for a "greed leaderboard" tracking which cat eats the most completely useless, zero business model, and no monetization strategy and yet this is the kind of weird internet project that goes viral overnight because everyone immediately gets it and wants to try it (including me)

a prompt I've been using a lot recently: implement <SPEC> and while you do, keep a running implementation-notes.html file (or markdown) with decisions you had to make weren't in the spec, things you had to change, tradeoffs you had to make or anything else I should know