The Verification Horizon: No Silver Bullet for Coding Agent Rewards
Verification challenges in AI agents arise from the difficulty of aligning proxy signals with human intent, requiring adaptive verification systems that evolve alongside generative…
Hugging Face · Daily Papers
·Binghai Wang, Chenlong Zhang
·
·▲ 38 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Binghai Wang, Chenlong Zhang, Dayiheng Liu, Jiajun Zhang, Jiawei Chen, Mouxiang Chen
- 38 upvotes da comunidade
- Temas: reward hacking, signal saturation, verification signals, reward design, policy capability, generative capabilities
Resumo
Resumo original (em inglês), extraído do paper:
Verification challenges in AI agents arise from the difficulty of aligning proxy signals with human intent, requiring adaptive verification systems that evolve alongside generative capabilities.Onde ler
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