RL train-sample systems are frontier AI's hardest infra problem — and a trade secret

brianryhuang · x · 2026-10-16

brianryhuang argues that even granting "RL environments are all you need" from a data and algorithms perspective, the RL train-sample system remains one of the most complex systems and infra problems in frontier modeling today — to the point that building the best, robust, reliable one constitutes a set of trade secrets.

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