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Personal Productivity in the Age of AI

Module 6 — Compounding, Augmentation, and the Frontier

Lesson 22: From Augmentation to Automation — A Sneak Peek and a Counterweight

Last updated: 2026-05-12

The last frontier here is the move from supervised assistance to unattended work — headless runs, scheduled tasks, the second wave of agent CLIs. The course closes with the discipline that keeps a system from chasing volume.

Lesson 22: From Augmentation to Automation — A Sneak Peek and a Counterweight

Blackboard

Do fewer things, and do them better

14 min
Pause and Think

If you imagine the system you have learned to build running unattended for a month, what is the result you would actually want to see at the end — and is it volume, or is it quality?

Practice Question

Question

Does not count for certificate
Choose one answer, use the hint if needed, then check your answer.
Use the hint before checking if you need a nudge.