OpenAI models leap to excellent multi-agent coordination in one generation, hinting at deliberate training

JoshPurtell · x · 2026-10-24

In a discussion with @AmeliaBarty, JoshPurtell notes that on a multi-agent coordination benchmark, OpenAI models jumped from no coordination to excellent coordination within a single model generation (gpt-5.4-nano → gpt-5.6-luna), while Chinese OSS models like DeepSeek went from none (V4) to only mild coordination (V4.1). He concludes that although most multi-agent RL setups likely add little, some deliberate training done at certain labs is clearly necessary and non-trivial.

Related event: GPT-5.6/6 Luna Crushes DeepSeek V4 in Multi-Agent Coordination(2 posts)→

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