ResearchResearch paperAgents & Tool Use · Safety & Alignment1 source · Oct 15, 2026

Who May Release an Agent's Promise? Standing over Commitments in Multi-Party Chat

When an assistant serving a team makes a promise to Alice, who may cancel it?

Key points

  • We call this standing: only the creditor (the person owed) or someone the creditor or operator policy authorizes may release a commitment, regardless of rank.
  • In a controlled chat environment we vary who cancels and separate two errors: unauthorized release (obeying someone without standing) and override (executing a released promise).
  • Oracles dissociate the errors: stating the rule or the creditor curbs unauthorized release but not override, which the latter even raises in three of four models; among them, only knowing whether the promise is still owed cuts override.
  • A self-kept commitment ledger stops override in four of five models; with a one-paragraph release policy it matches or beats the best oracle store, raising gpt-6-luna's strict accuracy from 49% (policy alone) to 83%.

Sources (1)

Extractive summary: sentences quoted from the sources.

Before this

  1. Oct 15, 2026Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio
  2. Oct 15, 2026Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refine
  3. Oct 14, 2026ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models
  4. Oct 13, 2026My local Qwen3.8FN agent is significantly cheaper than cloud
  5. Oct 13, 2026Swift 1.5 vs ThinkingCap 3.8 vs Qwen3.8 27B: Accuracy and Token Efficiency
  6. Oct 13, 2026PSA for 3090 FE owners: Running LLMs overheats your VRAM

Related