{
  "id": 11620,
  "url": "https://arxiv.org/abs/2607.14357v1",
  "title": "When Is Delegated Play Truthful? Within-Range Regret and the Trilemma of Aligned Delegation",
  "summary": "Advertisers delegate bidding to autobidders; users delegate tasks to language-model agents. A person describes what they want to an automated proxy that acts in a mechanism on their behalf. This is the revelation principle in production, and it forces a question classical theory assumes away: when is it optimal to describe yourself honestly to your own proxy? We show the answer turns on one quantity, the proxy's within-range regret. The most a principal can gain by misreporting equals the regret",
  "authors": "Taksch Dube",
  "category": "research",
  "topics": "agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-15T20:45:21.000Z",
  "fetched_at": "2026-07-18T05:10:55.931Z",
  "source_slug": "x-arxiv-red-teaming-query",
  "source_name": "arXiv red teaming query",
  "source_homepage": "https://arxiv.org/a/redteam",
  "ethics_ai_record_url": "https://ethics.ai/record/11620",
  "original_url": "https://arxiv.org/abs/2607.14357v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}