May 23, 2026 · Essay · 1 Min Read · 0 words
Verifying reasoning in LLMs
How do you actually verify reasoning in LLMs? Do neuro-symbolic approaches (LTNs, DeepProbLog) give us real proof structure, or just a fancier place to hide hallucinations?
How do you actually verify reasoning in LLMs? Do neuro-symbolic approaches (LTNs, DeepProbLog) give us real proof structure, or just a fancier place to hide hallucinations?