Benedict Evans
Independent technology analyst. For six years he has published widely-read twice-yearly presentations on where tech is heading (most recently AI Eats the World) plus a weekly newsletter. Previously a partner and in-house analyst at Andreessen Horowitz, and before that a sell-side equity and telecoms analyst. Known for a deflationary, historically-grounded style — his self-described motto is ‘it depends’ and ‘it’ll probably be okay’.
Key ideas
- AI is ‘1997’. As big as the internet or mobile, and only as big; most of what matters hasn’t been built and no one yet knows how it will work.
- Task vs Job. Whether a role is automated depends on whether the hard part is the task or the job; most value sits in the judgment, not the output artefact.
- Models are a commodity utility (Model Commoditisation). No network effects → persistent competition → no pricing power; value accrues up-stack to apps and distribution (cloud, not Windows).
- Jobs: the lump-of-labour fallacy. Automation has destroyed and created jobs for 200 years; ’% of job X automatable’ analyses are the expert-systems fallacy; which jobs are exposed is genuinely unpredictable.
- Distribution is the moat once the product is a commodity; the counsel for individuals is to dive in rather than resist.