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MIT theory limits on multi agent LLM planning

April 1, 2026elvis

elvis cites new MIT theoretical work arguing that adding more agents to a planning system does not necessarily help, proving fundamental limits for multi agent LLM architectures.

Most devs think that adding more agents to a planning system should help.
The math says otherwise.
New theoretical work from MIT proves fundamental limits on what multi-agent LLM architectures can achieve.
elvis
theorymulti agentteam agentsllm agents

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