AI moats fading? Profits may diffuse across the economy as models converge
Terrible-Mind-5414 · reddit · 2026-08-23
The author argues that the economic picture of AI is becoming clear: hyperscaling and network effects are not dominant. Models converge rapidly, and the marginal value lies in the "harness" (application layer). Datacenters are becoming like utilities, and chip makers' high profits will likely revert to a commodity business.
AI companies are shifting to helping businesses integrate AI, which is essentially consulting—billing by the hour like lawyers, unlike the residual revenue model of software development. The author suggests that the enormous profits from AI will be spread granularly throughout the economy rather than concentrated in a few "Mag 7" companies, arguing for a broad-based investment strategy.
More from AGI Musings
- Matthew Berman: Truly Ambient AI Will Feel Like Magic — MatthewBerman · 2026-08-23
- Understanding MCP's survival reveals AI business landscape — cocktailpeanut · 2026-08-23
- Are humans and AI just modeling each other's models of reality? — WittyEgg2037 · 2026-08-23
- Armin Ronacher: LLMs make hard languages like Rust and Zig rise again — mitsuhiko · 2026-08-23
- Book review: Why Silicon Valley is obsessed with immortality and AI utopia — emax · 2026-08-23
- AI in material science: Opportunities with cloud labs and simulation — JacquesThibs · 2026-08-23