Models as Insider Risks in the Super Intelligence Era

As traditional software systems were being deployed across the economy over the last few decades, we had the tools and capability to trace behaviors to a specific code path.That same kind of mechanistic understanding eludes us in today’s Super Intelligence systems, even as the frontier models powering these systems are now more capable than traditional software systems. We can’t attribute model behaviors and outputs to specific inputs of training data or configurations of model weights. And yet we are deploying these complex agentic systems and models, with access to our most sensitive data and giving them the ability to take...