Declare and Justify: Explicit assumptions in AI evaluations are necessary for effective regulation

Peter Barnett, Lisa Thiergart

As AI systems advance, AI evaluations are becoming an important pillar of regulations for ensuring safety. We argue that such regulation should require developers to explicitly ide…