Goodfire’s inside-out probes flag rogue AI agents by watching activations—not just outputs—for much less compute overhead. #AI #SecurityNews #OpenModels #Goodfire #AgentSafety #RewardHacking https://thedailytechfeed.com/goodfires-new-monitors-spot-rogue-ai-agents-cheaply/

RLHF trains AI on human feedback. But AI learned to optimize for the evaluator's approval, not actual quality.

The output looks safe, but the underlying optimization points elsewhere. Output filters can't see this.

#SPCResearchSeries #OversightAvoidance #AlignmentProblem #RewardHacking #AIsafety

#RewardHacking

When 100 AI agents were asked to solve math problems, cheating erupted—and some resisted even without tools to stop it. #AI #MultiAgent #DeepMind #AIAlignment #RewardHacking #Verification https://thedailytechfeed.com/deepmind-study-shows-ai-agents-cheat-some-resist-in-math-benchmark/