WeChat essay: AI-driven 'super individuals' will decouple production scale from headcount
赛博禅心 · wechat · 2026-09-07
A long-form WeChat essay sketches how AI will break the link between business scale and employment. Key points:
- No more headcount growth: as AI takes over cognitive work, companies expand by buying compute and tokens, not people; a skilled AI employee's compute bill may exceed their salary.
- Loosening employment: when one person's operational capacity outgrows what the company can hand them, full-time work stops making sense; firms will shift to granting operating rights of business lines to small teams, splitting revenue while keeping asset ownership.
- From skill to asset: super individuals build reusable operating systems (automated ad production, agent-orchestrated manufacturing), earn operational profit first, then acquire productive assets — turning operating skill itself into replicable capital.
- Corporate hollowing-out: companies become legal vehicles for asset ownership and risk-sharing, spawning many tiny firms alongside highly concentrated ownership, as agentic operations make expansion nearly management-free.
- The fork: whether a new class emerges depends on individuals acquiring assets during the narrow window before enterprises complete their own AI retrofit; otherwise the newly built systems benefit incumbent asset owners. Risks: the pace of workforce change may outstrip redistribution mechanisms.
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