Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

As multi-agent systems enter high-stakes domains, the possibility that agents may circumvent safety boundaries is a growing concern. Prior work has examined this risk primarily in adversarial settings, where agents are instructed or rewarded to communicate covertly and evade oversight. We show th...

Is AI moving faster than its safety net?

You’ve probably noticed that artificial intelligence, or AI, has been everywhere lately—news, phones, apps, even in your browser. It seems like everything suddenly wants to be “powered by AI.“ If it’s not, it’s considered old school and boring. It’s easy to get swept up in the promise: smarter...