Tasks

Performing General Physical Activities

How performing general physical activities are reshaped as AGI capability advances.

TasksPerforming General Physical Activities
Performing General Physical Activities — illustrated

The bottom line

Only about 24% of Performing General Physical Activities is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.

Why: The distribution summary indicates a weight-weighted mean of 0.24 among known occupations, perfectly split between physical and hybrid bands. The highest-importance roles are deeply physical trades like Grinding and Polishing Workers, Hand (digital=0.05), Electricians (digital=0.05), and Electrical Power-Line Installers (digital=0.10). This activity explicitly involves climbing, lifting, and whole-body movement, making it fundamentally physical.

grounded in the economy graph · digital scalar 0.24 · physical

The problems this exposes

Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.

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Problems

  • End-Of-Shift Throughput Decayops
  • Ergonomic Injury Liabilitycompliance
  • Escalating Compensation Premiumscapital
  • Labor-Intensive Role Turnovertalent
  • Manual Material Handling Delayssupply-chain
  • Mechanized Competitor Disadvantagecompetitive

Opportunities

  • Automated Ergonomic AuditingService-as-Software
  • Material Flow OrchestrationHeadless SaaS
  • Shift Pacing EngineHeadless SaaS
  • Cobot Teaming AgentAgent
  • Industrial Workforce AgentAgent
  • Injury Claims TriageService-as-Software