The "AI firm": companies may just be a workaround for human nature
sandylikesfrogs · x · 2026-10-21
An underexplored idea: AI agents may not just change work inside companies—they may change the structure of the company itself.
The argument:
- Much of today's corporate structure is designed around human limitations
- Misaligned incentives require layers of bureaucracy that slow everyone down
- Varied human traits force permanent divisions (eng, product, sales) and huge coordination overhead
- Neither assumption holds for agents: they can be made reliably faithful to an objective, and the same underlying intelligence can receive whatever context/tools a task requires
We assume agents will be inserted into existing companies. But at sufficient saturation, we may discover the company itself was mostly a workaround for human nature—and that far more efficient structures were simply impossible to build until now.
More from AGI Musings
- UW's Amy X. Zhang brings CSCW theory to human-agent collaboration in Stanford talk — amyxzh · 2026-10-21
- Research effort up 23x since 1930s yet productivity fell 41x; no AI turnaround in 2025 data — ChenhaoTan · 2026-10-21
- The AI revenue death-spiral scenario: capex, rate pressure, and startups cutting token spend — menhguin · 2026-10-21
- Thread: the deeply personal history of technology displacing crafts, amid mathematicians' AI anxiety — soumitrashukla9 · 2026-10-21
- The blank prompt box hides real operational burden: context, workflow and supervision fall on users — _AustinCalvert_ · 2026-10-21
- AI bubble author clarifies: legit ROI use cases, but heavy users are all inside the AI ecosystem — menhguin · 2026-10-21