Summary

AI systems infer patterns but lack interpretive framework for meaning. Pattern recognition ≠ understanding. Missing: context, intentionality, semantic grounding. Core insight: Current AI doesn’t “know what it doesn’t know”—no epistemic humility or awareness of knowledge boundaries. Inference without interpretation produces confident nonsense.

Tags

#ai #interpretation #inference #understanding #meaning #epistemic-humility #llm-limitations