Reading Right, Acting Wrong: Diagnosing Decision Failures of System One Models in Agent Loops.

arXiv:2610.18579v1 Announce Type: new Abstract: System One models choose an agent's next action by scoring a supplied set of options in a single pass. This makes them fast and cheap, but when they choose wrongly there is nothing to inspect: did the model misre