This project is autoresearch for GPU kernels -- directly inspired by Andrej Karpathy's autoresearch, the original experiment in autonomous AI research agents for LLM training. Karpathy showed that an AI agent can run hundreds of experiments overnight, methodically exploring a search space and logging every result. AutoKernel applies that same loop -- agent edits one file, runs a fixed evaluation, keeps or reverts -- to the domain of GPU kernel optimization with Triton.
The grant ensures my independence from Bluesky, and specifically requires me to liaise with communities working on IndieAuth, Solid, and AT Protocol, as well as other groups whose work intersects with federated and decentralized identity. All my technical contributions, positions, and votes within the FedID WG are my own and are not influenced or directed by Bluesky.
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