AIBullisharXiv – CS AI · 14h ago7/10
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GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human
Researchers introduce GrowLoop, a self-evolving evaluation system that continuously improves how AI models are assessed for human-like conversation quality. By combining human seed annotations with iterative LLM-driven rubric refinement, GrowLoop addresses the challenge that human-likeness criteria are implicit, subjective, and shift as model capabilities advance.