Finishing the Task Is Not Enough: Evaluating Agent Resilience and Considerate Participation under Accumulating Challenge
3.20T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.10724.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryResearch paper proposing operational resilience and considerate participation as evaluation axes for generative AI agents. Studies 120 simulated healthcare trajectories under light, medium, and heavy challenge, finding agents shift from self-directed recovery toward human dependence and rarely express strain in textual outputs even when structured reports show rising workload and negative affect.
Why it mattersSurfaces two underexamined axes for judging agent fitness in long-running workflows and five deployment dilemmas that practitioners need to specify before sustained agent rollouts.
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