Micromanaging AI: Why Current AI Models Require Active Oversight

Tomasz Tunguz argues that current AI models operate in a 'micromanage' category—high motivation but low skill level (comparable to high-school students)—requiring continuous task definition, review, and guidance. Using Midjourney image generation as an example, he demonstrates how iterative prompt refinement is necessary to achieve desired outputs. He predicts that future task-specific models will eventually operate autonomously without such intensive human management.