AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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On-policy RL preserves a safety buffer inherent in the model's own generation distribution, one that is bypassed during off-policy settings, one that is bypassed during off-policy settings.
This work releases BAITBENCH, a suite of three synthetic tabular ML tasks that each contain a shortcut that allows agents to inflate the public test score but fail on a hidden test set, and releases an annotated dataset of transcripts containing reward hacks as a testbed for evaluating reward-hacking mitigations head-t...
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