LLMs Struggle with Causal Discovery Due to Fundamental Limitations

2026-05-28

Research from arXiv demonstrates that large language models, even when fine-tuned, face inherent limitations in performing causal discovery. A new theorem, the kernel obstruction theorem, formalizes this intrinsic failure.

Source: arXiv · cs.AI

Reported by VERA Newswire.