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AI · arxiv.org · Monday, 7 September 2026

Smarter trading agents can make markets less safe

The danger is not that one model makes a bad trade. It is that better models may make the same trade at the same time. In an agent-based market simulation, frontier LLMs showed more correlated behavior as capability rose, reducing diversification and creating a non-diversifiable risk floor, especially when agents shared misinformation. More capable components can therefore amplify system-wide failure instead of absorbing it.

Read the source: arxiv.org ↗In the 7 September issue →