Kyle Cox

Mitigating Reward Hacking in Realistic Scenarios Through Representation Engineering

According to the abstract excerpt, the authors study monitoring and reducing reward hacking in settings with tool calls and long contexts, using steering vectors applied dynamically, and report a significant cheap reduction without large costs to coherence or capability.