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self-evolving framework

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AI Architecture Path
AI Architecture Path
Aug 8, 2026 · Artificial Intelligence

Prime Agent Scores 95.5% on ARC‑AGI‑3: A Self‑Evolving AI Agent Framework

Prime Agent, an open‑source AI agent framework, achieves a 95.5% score on the ARC‑AGI‑3 benchmark—surpassing the human baseline—by introducing Recursive Language Model (RLM) and a Continual Harness that enable persistent sessions, self‑improvement, and long‑task execution, while the article also examines controversies, risks, and practical deployment guidance.

AI AgentARC-AGI-3Prime Agent
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Prime Agent Scores 95.5% on ARC‑AGI‑3: A Self‑Evolving AI Agent Framework