On Scalable Oversight with Weak LLMs Judging Strong LLMs скачать в хорошем качестве

On Scalable Oversight with Weak LLMs Judging Strong LLMs

Paper: On scalable oversight with weak LLMs judging strong LLMs (2407.04622) Published: 5 Jul 2024. Learn more on Emergent Mind: https://www.emergentmind.com/papers/2... arXiv: https://arxiv.org/abs/2407.04622 Sign up for our free trending papers email digest: https://www.emergentmind.com/subscribe Follow us on X: https://x.com/EmergentMind Join our Discord:   / discord   This presentation explores groundbreaking research on using weaker language models to supervise stronger ones through debate and consultancy protocols. The study examines how these scalable oversight methods perform across diverse tasks including mathematics, coding, and multimodal reasoning, revealing that debate consistently outperforms consultancy and offering crucial insights for future AI alignment as models exceed human capabilities.