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Tony
15.9K posts
Tony
@antoineguyon
Aspen, CO & Provence/French Riviera
Aspen, CO Katılım Mayıs 2009
7.5K Takip Edilen3.2K Takipçiler
Tony retweetledi
Tony retweetledi
Had to jump in and experiment with @_chenglou's Pretext. BioMap is a 52 biomarker blocks that expand as you explore, reflowing text across every block every frame.
0.04ms for all 52 layouts only possible with Pretext turning text measurement into pure math. No DOM reads, no reflows.
kevinho.com/experiments/bi…
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Tony retweetledi
We’re releasing OmniReset, a framework for training robot policies using large-scale RL and diverse resets for contact-rich, dexterous manipulation.
OmniReset pushes the frontier of robustness and dexterity, without any reward engineering or demonstrations.
Try the policies yourself in our interactive simulator! weirdlabuw.github.io/omnireset/
(1/N 🧵)
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Tony retweetledi
My dear front-end developers (and anyone who’s interested in the future of interfaces):
I have crawled through depths of hell to bring you, for the foreseeable years, one of the more important foundational pieces of UI engineering (if not in implementation then certainly at least in concept):
Fast, accurate and comprehensive userland text measurement algorithm in pure TypeScript, usable for laying out entire web pages without CSS, bypassing DOM measurements and reflow
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Truly blown away by a new AI image model launching this week ✨
Finally, you can generate photos that actually look like you!
It's so much better than everything I've tried - from LoRAs to NB Pro.
Onboarding some early testers. DM or comment if you want access 👀
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Tony retweetledi
We developed an RL method for fine-tuning our models for precise tasks in just a few hours or even minutes. Instead of training the whole model, we add an “RL token” output to π-0.6, our latest model, which is used by a tiny actor and critic to learn quickly with RL.
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Tony retweetledi
A breakthrough in real-time video generation.
As a research preview developed with @NVIDIA and shared at @NVIDIAGTC this week, we trained a new real-time video model running on Vera Rubin. HD videos generate instantly, with time-to-first-frame under 100ms. Unlocking an entirely new creative paradigm and bolstering the foundations of our General World Model, GWM-1.
Real-time generation opens a fundamentally different design space for video models and world simulation. We're investing in co-designing our models alongside advances in hardware to keep pushing this frontier.
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Tony retweetledi
Introducing Humanoid Atlas, the Bloomberg Terminal for humanoids. Every OEM, every supplier, every dependency
humanoids.fyi
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Pixel Engine v1.1 (left) vs Nano Banana 2 (right). I gave both models basically the same prompt.
Unless you've tried to create spritesheets with image models before, you probably don't realize how hard it is to get good motion. Image models don't want to animate things, they want to make images.
I trained my own animation model (Pixel Engine 1.1) to solve this problem. It's a completely novel approach, and it works surprisingly well. You can try it for free rn in the pixel engine app.
GIF
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@athianandam @venturetwins Both, and it's mandatory to mention any editing/rendering.
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@venturetwins cool, but should listings show ai vs real pics by default?
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Stumbled upon a fun use case for AI image editing ✨
Redfin now has a "redesign" button on listings that allows you to redecorate any room in a new style.
This is going to be really useful for homes that need to be renovated or aren't staged - but it's fun to use anywhere 👇
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Unveiling our new startup Advanced Machine Intelligence (AMI Labs).
We just completed our seed round: $1.03B / 890M€, one the largest seeds ever, probably the largest for a European company.
We're hiring!
[the background image is the Veil Nebula - a picture I took from my backyard, most appropriate for an unveiling]
More details here:
techcrunch.com/2026/03/09/yan…
AMI Labs@amilabs
Advanced Machine Intelligence (AMI) is building a new breed of AI systems that understand the world, have persistent memory, can reason and plan, and are controllable and safe. We’ve raised a $1.03B (~€890M) round from global investors who believe in our vision of universally intelligent systems centered on world models. This round is co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital, and Bezos Expeditions, along with other investors and angels across the world. We are a growing team of researchers and builders, operating in Paris, New York, Montreal and Singapore from day one. Read more: amilabs.xyz AMI - Real world. Real intelligence.
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Can't stop staring at this image and thinking about what it means for the future
Andrew Curran@AndrewCurran_
Striking image from the new Anthropic labor market impact report.
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The new Qwen 3.5 by @Alibaba_Qwen running on-device on iPhone 17 Pro.
Qwen 3.5 beats models 4 times its size, has strong visual understanding, and can toggle reasoning on or off.
The 2B 6-bit model here is running with MLX optimized for Apple Silicon.
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@kimmonismus Now we need Optimus the size of a phone/toy and go do things for us
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Honor is building the first phone that also includes an AI robot. It's a robot in the sense that the pop-up camera acts as the AI's eyes, and if I understand correctly, it allows a continuously active AI companion to work as an assistant.
Interesting, but probably more of a gimmick. However, personal AI companions are coming.
HONOR@Honorglobal
It used to be a concept, but now it has come into reality -- HONOR Robot Phone embodies a new form of AI device featuring both intelligence and vitality It is a robot phone from the future, an intelligent companion for you.⚡️
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@janusch_patas And just like that: Programmatic sponsored Ads in your splats :)
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Karpathy is telling you something most product teams haven’t internalized yet.
The new distribution channel for software is agents. Agents don’t browse your marketing site, watch your demo video, or click through your onboarding flow. They call your CLI. They hit your MCP server. They read your docs programmatically. If none of those surface areas exist, your product is invisible to them.
Look at how fast this moved. MCP went from zero to 97 million monthly SDK downloads in twelve months. 10,000+ active servers. OpenAI, Google DeepMind, Microsoft, and Cloudflare all adopted it. By December 2025, Anthropic donated MCP to the Linux Foundation because the standard had already won. Running an MCP server is now compared to running a web server.
That’s the new baseline for product discovery.
85% of enterprises are expected to have AI agents deployed. Those agents need structured, programmatic access to your product. They need CLIs, MCP endpoints, and machine-readable documentation. A beautiful React dashboard is worthless to an agent trying to pull data into a workflow at 3am.
This tells you everything about why Karpathy’s framing of CLIs as “legacy” technology is so precise. Legacy means battle-tested, standardized, universally parseable. stdin/stdout, flags, JSON output. The entire Unix philosophy was accidentally designed for AI agents decades before they existed.
Your competitor ships an MCP server and suddenly every Claude Code user, every Cursor session, every autonomous workflow can discover and use their product. No human ever visits the website. No sales call. No onboarding email. The agent just finds the tool and starts using it.
The companies that win the next 24 months are the ones building agent-accessible surface area right now. The ones that lose are still optimizing their landing page above the fold.
Andrej Karpathy@karpathy
CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket CLI and ask for any arbitrary dashboards or interfaces or logic. The agents will build it for you. Install the Github CLI too and you can ask them to navigate the repo, see issues, PRs, discussions, even the code itself. Example: Claude built this terminal dashboard in ~3 minutes, of the highest volume polymarkets and the 24hr change. Or you can make it a web app or whatever you want. Even more powerful when you use it as a module of bigger pipelines. If you have any kind of product or service think: can agents access and use them? - are your legacy docs (for humans) at least exportable in markdown? - have you written Skills for your product? - can your product/service be usable via CLI? Or MCP? - ... It's 2026. Build. For. Agents.
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this is fucking hilarious.
a $7B japanese toilet company just discovered its ceramics tool can be used to make bleeding-edge AI chips.
thats a $60 Billion market.
their stock is up 60% on the news.
Bearly AI@bearlyai
Activist investor Palliser Capital sent a letter to $7B Japanese toilet maker Toto and said it was “the most undervalued and overlooked AI memory beneficiary”. Toto known for its bidet toilets but the expertise in ceramics is crucial for memory manufacturing. Per FT, “Toto’s chuck technology uses ceramics designed to remain stable at very low temperatures, helping hold silicon wafers firmly during chip production. That makes it relevant to cryogenic etching, which is expected to grow as memory chips become more layered and complex.” Palliser believes Toto has a 5-year moat on the technology and should expand the operation. Advances ceramics already make up 40% of Toto’s operating profit while being only <10% of revenue. Toto is up +60% over the past year on their development.
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Unsurpisingly the AIs had originally built a range of super inefficient things including calling the google APIs WAY more than it needed to
Also were just a load of performance optimizations missing
Ran huge swarms of Agent Teams in Claude Code to identify everything and then go and fully rebuilt it
So it should be 100x more robust and scalable now
Still not cheap though
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My flight sim went viral and cost me $1,200 in 24hrs
So I got Claude + Codex to rebuild the whole thing from scratch
v3 is live — fly anywhere on Earth in photorealistic 3D
You can also nuke each other now
Inspired by the OG flight sim vibe coder @levelsio
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