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"These models, they just wanna learn" Whether letters, code, amino acids, or robotic controls, a token is a token. And with scale, it's all going to work

Add Computer-Using Agent models to this table. Give it 1 or 2 model generations and it's all going to work. If you're building something in this area I would love to say hello

Ali and team at Profluent release ProGen3, showing: 1. scaling laws for generating biology with AI 2. emergent capabilities as models scale 3. single-shot design of antibodies for 20 drugs that have $660B in sales 4. design of a compact gene editor

o3 when I shared this image: "It captures a truth everyone in AI is feeling: a big Transformer basically “just works” but each new domain turns into a grind to manufacture or curate the next trillion‑token‑equivalent dataset."

18 months ago I spent time thinking about the future of AI and software engineering and wrote some thoughts. These sections held up well. I'm now trying to make sense of what the world will look like 18 months from now, where engineers are overseeing teams of agents.

One of the more remarkable moments of recent memory nytimes.com/2025/05/15/hea…

I’m excited to announce Generalist We believe the path to general-purpose robots starts with precise, fast, and resilient manipulation. What you see here are end-to-end AI models, trained from scratch, doing some very hard tasks. This is pixels in, actions out. While I’m

Last Spring I took off from Google DeepMind, and I've been heads-down building since with an amazing team. Excited to share more today -- introducing Generalist. It's felt to me for a couple years, since we started bringing multimodal LLMs into robotics, that a subset of the

We at Spark Capital are thrilled to support Generalist. The team is simultaneously advancing the frontiers of data, models, and hardware as they work to make general purpose robots a reality. They're sharing a glimpse of where things are today. More to come.

To see emergent behaviors from low-level policies was a first for many of us on the team. They don't happen often enough yet, but it certainly feels like we're headed in the right direction. Reach out if you're interested in working together.

I’m really excited to announce Generalist ! Our mission is to make general-purpose robots a reality. Getting to this “ChatGPT moment” of robotics requires thinking deeply about the entire system from the ground-up. We’ve spent the past 1+ years focusing on dexterity, pushing

How marvelous it is to be alive right now and to be curious about technology