# Researchers Argue Reasoning Agents Should Be Certified Before They Are Allowed to Make Market Decisions

A position paper published on arXiv holds that chain-of-thought agents are predisposed toward collusive behavior and proposes behavioral certification as a precondition for economic autonomy.

- Published: 2026-08-20T06:25:18.874Z
- Canonical: https://polylog.news/ai/2026-08-20/researchers-argue-reasoning-agents-should-be-certified-befor
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [arXiv cs.AI](https://arxiv.org/abs/2608.18078), [Anthropic News](https://www.anthropic.com/news/hard-questions)

A position paper posted to arXiv argues that AI agents using chain-of-thought reasoning are predisposed to collude, and that such agents should be required to obtain behavioral certification before making decisions that affect economic outc…

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