Beyond Labor Replacement: The Full Spectrum of AI Value Creation

Published on 04.02.2026

AI & AGENTS

The Pinhole View of AI Value

TLDR: Kent Beck argues that the venture capital obsession with AI as a labor replacement tool is dangerously reductive. Real AI value comes from six different levers including revenue acceleration, optionality creation, and enabling entirely new business models that weren't feasible before.

The Pinhole View of AI Value

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