Research proves that current AI agent groups cannot reliably coordinate or agree on simple decisions.

Claims

• Research shows current LLM-based agent groups cannot reliably coordinate or reach agreement on simple decisions.
• Developers frequently and incorrectly assume that a group of LLMs will naturally converge on a final decision.
• Consistent decision-making in multi-agent AI systems is a harder unsolved problem than commonly assumed.