Both frontier AI labs have been employing Multi-Agent Reinforcement Learning (MARL) since their Fable 5 and GPT-5.6 Sol generation releases. These releases included multi-agent benchmark scores and new collaboration harnesses, suggesting a shift towards more complex agentic capabilities.
Frontier model development is increasingly leveraging multi-agent techniques, implying future AI systems will have more sophisticated collaborative and autonomous capabilities.