An experimental Premier League fantasy roster coordinated with OpenAI’s Codex has yet to outscore the average, despite a multi-agent workflow that improved its first recommendations. Expanding the system beyond 100 agents brought little additional improvement and increased its API bill. The fantasy-team trial was designed to test whether a group of AI agents could build and manage a competitive roster.
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