Salarymen, Specialists, and Small Businesses

18 hours ago

AI is currently replacing tasks rather than entire jobs, with workers shifting to new roles without significant employment declines.
Jobs can be categorized as 'weakly bundled' or 'strongly bundled'; AI tends to replace weakly bundled jobs faster, while strongly bundled jobs (specialists) resist automation.
The future of work may involve three job types: salarymen (generalists who manage AI gaps), specialists (with strongly bundled tasks), and small businesspeople (leveraging AI for solo or small-team operations).
Companies may increasingly hire generalists who adapt to AI's changing capabilities, focusing on oversight, integration, and problem-solving rather than specific technical skills.
AI could lead to a 'no-hire, no-fire' economy, with workers valuing firm-specific human capital and long tenure, similar to historical Japanese salaryman systems.
Criticism exists that discussions on AI's impact often confuse technical tools (e.g., coding) with the core substance of jobs, such as problem-solving in engineering.

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