Priced Guidance: Quantifying Whether LLMs Can Generate Novel Research Ideas
A new method called Priced Guidance uses compression to quantify whether LLMs can generate genuinely novel research ideas, providing a lower bound instead of repeatedly sampling until hitting an idea from a future paper.
2026-10-07 ~ 2026-10-07 · 2 related posts
- Priced Guidance: quantifying whether LLMs can generate novel research ideas via compression — ChengleiSi · 2026-10-07
- Priced Guidance: quantifying whether LLMs can generate novel research ideas via compression — stanfordnlp · 2026-10-07