@omarsar0
RT @omarsar0: // Self-Evolving Agent Protocol // One of the more interesting papers I read this week. (bookmark it if you are an AI dev)…
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"text": "// Self-Evolving Agent Protocol //\n\nOne of the more interesting papers I read this week.\n\n(bookmark it if you are an AI dev)\n\nThe paper introduces Autogenesis, a self-evolving agent protocol where agents identify their own capability gaps, generate candidate improvements, validate them through testing, and integrate what works back into their own operational framework.\n\nNo retraining, no human patching, just an ongoing loop of assessment, proposal, validation, and integration.\n\nWhy it's worth reading this paper:\n\nStatic agents age quickly.\n\nAs deployment environments change and new tools arrive, the agents that survive will be the ones that can safely rewrite themselves. Autogenesis is part of a growing wave of self-improving agent systems, alongside work like Meta-Harness and the Darwin Gödel Machine line, and it's one of the cleaner protocol-level takes on continual self-improvement so far.\n\nPaper: https://t.co/3aj9LLjSbk\n\nLearn to build effective AI agents in our academy: https://t.co/1e8RZKs4uX",
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