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Mu Chuan

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• PACT: From Credit Assignment to Critic Alignment
• Iris: Climbing to the Search Frontier
• Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation
• PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents