Applied AI @SnorkelAI, Previously - @MistralAI , @llama_index (LlamaIndex) Building data and evals for frontier labs.

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AutoResearch experiment: I went into a GPU Mode kernel competition with very little CUDA background and engineered a research loop around coding agents: goal, rules, experiment memory, verifier, and compute. Finished 5th overall. Give it a read.
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AutoResearch: 5th place in GPU Mode with coding agents

I recently finished 5th in a GPU Mode competition for batched Cholesky factorization on B200. The final submission scored 265.234 μs, down from a baseline of 2533.030 μs, after 500+ official

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