a builder's codex
codex · operators · Benedict Evans

Benedict Evans

Benedict Evans. Independent technology analyst whose annual strategy decks and essays have shaped how investors, founders, and operators think about platform transitions: mobile, media, commerce, and now AI. Evans spent years as a general partner at Andreessen Horowitz before returning to independent analysis. His work focuses on the structural dynamics of technology markets, tracing where capital flows, where value accumulates, and where margin gets compressed across the stack.

Operating themes

Insights · 2

Tier B · ai-native
Most employees cannot self-identify automation opportunities, so AI adoption requires someone outside the workflow to design the tool
Tier B · ai-native · growth-demand
Every structural dynamic in AI points toward commodity pricing at the model layer, with value concentrating further up the stack
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