Many agentic systems must repeatedly choose between acting and abstaining, making faithful reasoning important for oversight: an explanation is useful only if it reflects the computation that produced the action. We study this problem through intervention timing in multi-party conversation, where an assistant must deci...
Automated wildlife detection in aerial imagery can expand the scale and efficiency of ecological monitoring, but model development is often constrained by limited training data, uneven class representation, and poor coverage of diverse environmental conditions. These constraints are especially acute for rare, elusive...
Henry Sun, Holly R. Houliston, Jia-Yi Zhou et al.· Frontiers in Ecology and Evo...· 0 citations
The term agent in artificial intelligence lacks a standard definition, complicating the evaluation, comparison, and reproducibility of AI agent research. We address this ambiguity through a survey organized around five dimensions of agenticness: environmental interaction, learning and adaptation, autonomy, goal-directe...
Mia Lassiter, Brinnae Bent· 0 citations
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