27 citations · 30 across the 6 of their papers we have counts for
4 papers · 1 filter
Who May Release an Agent's Promise? Standing over Commitments in Multi-Party Chat
Lan Wei, Bingyu Shen, Jiaqi Tang +6
When an assistant serving a team makes a promise to Alice, who may cancel it? We call this standing: only the creditor (the person owed) or someone the creditor or operator policy…
Executable Prefix Values for Locating Agent Failures
Bingyu Shen, Jiaqi Tang, Lan Wei +3
Work on debugging LLM agents treats the "first mistake" marked by a human or LLM judge as ground truth for where a trajectory failed. We ask whether such labels point at causes or…
Empty Commitments: When Agents Promise What They Cannot Deliver
Jiaqi Tang, Lan Wei, Bingyu Shen +6
A chatbot that says "I will remind you tomorrow" will not run again until the user writes. We call such a promise an empty commitment: a promise of action after the current turn th…
Decision-Sufficient State Representations: Measuring and Reducing Write-Time Regret
Bingyu Shen, Boyang Li
Long tasks produce more history than an LLM agent can hold in its context, and more than it uses reliably even when the history fits. A growing line of work therefore has agents ca…