Mind the Trigger: When AI Should Read the Room
TL;DR for operators The fashionable question is whether an AI can infer what another agent believes, intends, or misunderstands. The more operational question is whether it should bother. Nikolos Gurney’s paper proposes a causal model for deciding when an artificial agent should engage theory-of-mind reasoning in conflict.1 Rather than treating mentalizing as an always-on capability, the model activates it when three conditions create enough pressure: information is unevenly distributed, an analytical solution is inaccessible, or the agent believes there is a meaningful mismatch between its own sophistication and its opponent’s. ...