Reinforcement learning vs “regular” training: the real difference is not the math, it is the loopMost ML people grow up on a simple mental model: you have a dataset, you define a loss, you run gradient descent, you ship a checkpoint. That covers supervised learning and a lot of self-supervised pr
GPT-OSS Safeguard as Policy-Executable Safety, and the Cabinet Briefing Risk Scanner Built on Top of It
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