Author

Asaf Yehudai

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#artificial intelligence Preprint Sep 2026

Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents

An agent that uses tools typically responds to what the user explicitly asks, yet completing the task may require information the user never requested. Work on proactive agents mainly studies whether and when an agent should act on its own, not what information it should pursue. We study a distinct axis of proactivity:...

Ido Levy, Asaf Yehudai, Segev Shlomov et al. · 0 citations

#natural language process... Conference Mar 2026

Mediocrity is the key for LLM as a Judge Anchor Selection

This work systematically investigate the effect of anchor selection by evaluating 22 different anchors on the Arena-Hard-v2.0 dataset, finding that the choice of anchor is critical: a poor anchor can dramatically reduce correlation with human rankings.

Shachar Don-Yehiya, Asaf Yehudai, Leshem Choshen et al. · Annual Meeting of the Associ... · 6 citations · ⚡1