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Monday, 2 Nov 2026 · cs.CL · agents

HALO: Human-Grounded Granular Evaluation of Proactive Agents

Proactive agents must decide whether, when, and how far to assist without an explicit request.

By Wenqi Pei, Xinyu Wang, Jinrui Liu et al · 1-minute read

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39086cs.CL

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