9
From Repetitive Physical Labor to Work Requiring Judgment: Stages 6 to 8
Physical work is replaced later than knowledge work. But if it can be repeated, measured, and its answer converges, it eventually moves to AI and robots.
AI
No matching results.
10
Decision Authority Does Not Shift All at Once: Stages 9 to 14
Even if AI performs better, decision authority does not transfer immediately. Each time evidence piles up and responsibility is assigned, authority moves toward AI little by little.
11
Even Your House Deed Is Just Paper: The Final AI Stages That Ask Who Protects Ownership
Even after ability and decision authority move toward AI, people try to rely on ownership. But ownership is not a natural law. It is a promise society protects.
12
AI Era Survival Strategy: Turn Skill into Credentials and Ownership
Skill is necessary, but it does not protect you to the end. In the AI era, skill has to be converted into credentials, responsible seats, and ownership.
13
Why I Cannot Explain the Report AI Wrote for Me: What Missing Background Knowledge Is
AI can write the sentences for you. But the writer has to know why this argument is being made, how the work actually runs, and who will challenge what.
14
How to Use AI to Understand a New Work Meeting from the Transcript
Turn a meeting transcript into a map of how the work is structured.
15
The Trap in Reviewing AI Outputs: Do Not Lower the Ceiling While Catching Errors
Block obvious defects, but do not block the chance of a better result.
16
Octopus-Mimicking Soft Grippers: Review in Biomimetics
A co-first-author review comparing the structures, sensing approaches, and control methods of octopus-inspired grippers.