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TOFP

The Bare Hand

Your hands know things your brain can't explain

High Risk
대체 확률
55%–73%
예측 연도 범위
2030–2037
리스크 등급
High Risk

Tacit + Objective + Flexible + Product: Clear standards, fixable errors, results-only, but needs physical experience

초능력

Physical dexterity and embodied knowledge gained through years of practice

약점

Robotics is catching up — and robots don't get tired

네 가지 장벽 차원

T
학습 가능성암묵적 (T)
AI가 당신의 업무에 필요한 지식과 기술을 습득하고 학습할 수 있나요?
O
평가 객관성객관적 (O)
당신의 업무에 "정답"이 있나요? 성과를 객관적으로 측정할 수 있나요?
F
오류 허용도유연형 (F)
AI가 실수하면 그 결과를 감당할 수 있나요? 그 산출물을 신뢰할 수 있나요?
P
인격 의존성성과형 (P)
당신의 가치는 "무엇을 만드느냐"에 있나요, 아니면 "당신이 누구인지"에 있나요?

왜 노출되었는가

Work is objectively evaluated, errors are fixable, and only the output matters — AI can match or exceed human quality in measurable, forgiving domains.

자연 방어

Your knowledge is tacit — learned through years of hands-on physical experience that AI cannot yet acquire through data alone. This buys significant time, especially pre-AGI.

대표 직업

Installation, Maintenance & Repair (49), Transportation & Material Moving (53) — warehouse, Food Preparation & Serving (35) — chain, Building & Grounds Cleaning/Maintenance (37)

대표 직업 리스크

  • Laborers and Freight, Stock, and Material Movers
    Unstructured physical environments resist full automation — warehouse robots still need human oversight
    2
  • Heavy and Tractor-Trailer Truck Drivers
    Long-haul autonomous vehicles emerging but full deployment still requires regulatory and safety validation
    2
  • Stockers and Order Fillers
    Picking and placing in varied retail environments — robotics advancing but not yet cost-effective everywhere
    2
  • Janitors and Cleaners
    Varied surfaces, obstacles, and standards make full robotic cleaning commercially limited
    2
  • Maintenance and Repair Workers, General
    Diagnostic and hands-on repair in unpredictable physical situations — judgment and dexterity required
    2
  • Landscaping and Groundskeeping Workers
    Outdoor, seasonally varied physical work — robotic mowers exist but full automation remains limited
    2
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