Blog•Apr 13, 2026
The Token Trap: Data's Newest Vanity Metric
The post warns that token consumption has become a vanity metric for AI adoption, equating usage with impact. It contrasts two approaches: a volume‑driven model that speeds up dashboard production, and a strategic model that uses AI to free time for problem discovery. While the first boosts visible output, the second drives real business decisions. The author argues that incentive structures and career ladders currently favor the consumption‑focused model, risking talent replacement and missed value.
