What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents.

arXiv:2610.06406v1 Announce Type: new Abstract: As agents take on long-horizon tasks, users shift from making individual decisions to overseeing autonomous execution. Yet the volume of agent activity and the fragmentation of supporting evidence make it difficu