LLM reasoning Unlocking the AI Black Box: How H-Probes Reveal Hierarchical Reasoning in Language Models Discover how H-probes illuminate the hidden hierarchical structures within Large Language Models (LLMs), revealing how AI reasons and enabling more reliable, controllable enterprise solutions.