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Seth Karten
@sethkarten
Agents….Continual Harness, PokeAgent, LLM Economist | Research Intern @PrimeIntellect | CS PhD @Princeton | Former CMU Waymo
Joined October 2012
678 Following    2.5K Followers
Bespoke post-training is playing out at a rapid speed. Owning your weights let’s you work with your sovereign data and enables resilience against the market forces The earlier you adopt this paradigm, the faster self-improvement loops compound, creating a moat for your market
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Satya is perfectly describing the why and what behind @primeintellect since 2023 🫡 > AI needs to be open & sovereign > Let every company create its own self-improving agents: and own their loop to make them better > A rich open ai ecosystem creates far more abundance than a future locked down by a few closed labs > Every company is becoming an ai company: so every company needs to own its own product <> model improvement loop @primeintellect enables this today: > Your own evals + rl envs for the outcomes you care about > models self-improving in production from your real traces > don't cede your moat to a handful of labs. This self-improvement loop is the IP and it compounds Open self improving agents for everyone 🫡
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