Tinker
@tinkerapi
I tink, therefore I am.
Post-training API by @thinkymachines
가입 January 2026
1 팔로잉 중 14.6K 팬
RLVR isn't just for math and code. Engineers spent decades building physics-based verifiers for electromagnetic systems. @gentrajectory is using these and Tinker to train models that design power transformers to meet specs at low cost in the real world.
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AI is now improving its own model architectures and chips. The power infrastructure it runs on deserves the same attention.
We used RL to teach a Kimi base model to design medium-power transformers. It met 93% of unseen specs, helping to compress multi-week engineering efforts into a few minutes of inference.
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