Legal Expert Says Professional Depth, Not Technical Skill, Unlocks AI

Artificial intelligence is moving rapidly into legal and other professional services, but learning to operate the tools may not be the main barrier to producing useful work. Taiwanese attorney Lin Shang-lun argues that AI functions chiefly as an accelerator for established workflows. Subject-matter knowledge, verification habits and professional judgment remain essential because fluent use of an AI interface cannot by itself ensure accurate or dependable results.

In a recent commentary, Lin said ordinary users can master the basic operation of AI tools within a short period, while differences in output quality reflect years of accumulated expertise. The article identified no specific AI product or institution and cited no monetary figures, quantified training period or publication date. Its central conclusion was that professionals should strengthen their core skills first, then use AI to increase efficiency rather than substitute for informed judgment.