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  "text": "Launch Post🧬 A-Evolve: The PyTorch Moment for Self-evolving AI\nToday we at @amazon launch the universal infrastructure that turns any agent into a self-improving SOTA agent — zero human intervention.\nYou give it a base agent → it returns a continuously evolving Top-10 agent. \n\n3 lines of code. 0 hours of manual harness engineering:\n🟢 MCP-Atlas → 79.4% (#1) +3.4pp\n🔵 SWE-bench Verified → 76.8% (~#5) +2.6pp \n🟣 Terminal-Bench 2.0 → 76.5% (~#7) +13.0pp \n🟡 SkillsBench → 34.9% (#2) +15.2pp\n\nThanks @binghe2727 @YisiSang @sammyershi @linminhua16 for the contribution!\n#AgenticAI #AEvolve #SelfImprovingAgents",
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