Autogenesis Protocol defines structured resource management and closed-loop self-evolution for multi-agent LLM systems, with the resulting AGS showing gains over baselines on long-horizon benchmarks.
Automatic prompt optimization with ”gradient descent” and beam search
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Autogenesis: A Self-Evolving Agent Protocol
Autogenesis Protocol defines structured resource management and closed-loop self-evolution for multi-agent LLM systems, with the resulting AGS showing gains over baselines on long-horizon benchmarks.