Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation

Natalie Isak, Matthew Dressman

The most capable AI deployments are not single models but ensembles of specialized agents that delegate and act in coordination. This architecture unlocks powerful new capabilities…