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Personal Audit: Automation vs Replacement?

For each task automated with AI, ask: "Freed for higher value, or replaced my learning?".

20 min Advanced

Goal

Distinguish "AI frees you from drudgery" vs "AI eats skill you need to grow".

Steps

1

List 10 tasks where you regularly use AI.

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Expected Outcome

Immediate

Discover 2-3 skills atrophying unnoticed.

Evidence base

School: Skill Atrophy / Cognitive Offloading Research

Founders: Evan Risko · Nicholas Carr (2011)

Risko cognitive offloading research: what we delegate to tools, we lose. Carr "The Shallows" 2010 then "The Glass Cage" 2014.

Frequently asked questions

How long does "Personal Audit: Automation vs Replacement?" take?

This exercise takes about 20 minutes, practiced solo in a Written reflection format.

When will I notice the effect of "Personal Audit: Automation vs Replacement?"?

Discover 2-3 skills atrophying unnoticed. In the short term: You preserve core skills for professional future.

Is "Personal Audit: Automation vs Replacement?" evidence-based?

Yes — it draws on Skill Atrophy / Cognitive Offloading Research (Evan Risko, Nicholas Carr (2011)). Risko cognitive offloading research: what we delegate to tools, we lose. Carr "The Shallows" 2010 then "The Glass Cage" 2014.

Is "Personal Audit: Automation vs Replacement?" suitable for beginners?

Its difficulty level is: Advanced. No external tools required — it can be practiced directly inside the app.

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