Why Expert Intuition Remains Beyond the Reach of AI Systems

A July 2026 essay by Iskander, published on DEV Community, explores the limits of AI in expert domains such as medicine, law, and agriculture. Using winemaking as a central example, the author argues that seasoned practitioners carry embodied knowledge — built through years of sensory experience and past mistakes — that was never recorded in any dataset. While AI can analyze historical records and measurements, it cannot capture the moment an expert's instinct overrides what the data shows. The author contends that this undigitized, body-level knowledge is often precisely what defines true expertise. As AI deployment in professional fields accelerates, the piece cautions against assuming that expertise is fully contained within digitized records alone.