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Annabel Strauss
building AI agents @scale_ai // prev @instagram @uniswap @harvardhbs
Why did i tear up watching this 🥹

NYSE 🏛31.7.2025
Shipped: $FIG
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Annabel Strauss kirjasi uudelleen
While the labs have been using RL for some time, most enterprises are still just using off the shelf model weights. The big unlock for enterprise AI is going to be RL environments at companies that learn and encode their secret sauce.
Companies are valuable for a reason -- they have unique usage data, a relationship with customers, and often institutional knowledge and process. If big companies don't leverage this advantage, they level the playing field for competitors.
This week on HITL, Mark, Sam and I talked about RLVR and other AI news including Meta’s investment in Scale.
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This is the real golden handcuffs

Chris Perry15.7.2025
I've been at Google coming on 12 years, and I'm a great PM I swear, but sometimes I wonder if the biggest value I provide to Google is having friends everywhere so it's easy to skip through the bureaucracy and get stuff done at scale
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Who needs Love Island when you have silicon valley

@cognition15.7.2025
Cognition has signed a definitive agreement to acquire Windsurf.
The acquisition includes Windsurf’s IP, product, trademark and brand, and strong business. Above all, it includes Windsurf’s world-class people, whom we’re privileged to welcome to our team.
We are also honoring their talent and hard work in building Windsurf into the great business it is today. This transaction is structured so that 100% of Windsurf employees will participate financially. They will also have all vesting cliffs waived and will receive fully accelerated vesting for their work to date.
At Cognition we have focused on developing robust and secure autonomous agents, while Windsurf has pioneered the agentic IDE. Devin + Windsurf are a powerful combination for the developers we serve. Working side by side, we’ll soon enable you to plan tasks in an IDE powered by Devin’s codebase understanding, delegate chunks of work to multiple Devins in parallel, complete the highest-leverage parts yourself with the help of autocomplete, and stitch it all back together in the same IDE.
Cognition and Windsurf are united behind a shared vision for the future of software engineering, and there’s never been a better time to build. Welcome to our new colleagues from Windsurf!
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