# Learning to Report Unsafe Tasks in a Multi-Agent Game

**Published:** October 8, 2026
**Author:** Avyay M. Casheekar, Hariganesh Tangirala
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/learning-to-report-unsafe-tasks-in-a-multi-agent-game

When agents share a reward for completed tasks, reporting unsafe work can reduce the reporter's reward by stopping a task. Audits can make reporting optimal without ensuring that further training teaches a silent team to report. We study this learning problem in a game where any…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.09002)

**Tags:** #arXiv

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