Bryce, the CUDA Colonel(@blelbach):My primary @GPUMODE autoresearch campaign for the QR problem - 12 days execution time, 34 billion tokens. Intermittent failures (like race conditions and reward hacking) are a huge issue, because they may only be discovered later and thus require significant rollbacks.

Bryce, the CUDA Colonel

@blelbach

Principal Engineer at @NVIDIA working on programming languages. @adspthepodcast co-host. C++ Library Evolution chair emeritus. Frequent flyer. Horology fan.

参加 March 2011

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Bryce, the CUDA Colonel@blelbach

2026.09.14 03:09

My primary @GPUMODE autoresearch campaign for the QR problem - 12 days execution time, 34 billion tokens. Intermittent failures (like race conditions and reward hacking) are a huge issue, because they may only be discovered later and thus require significant rollbacks.