Department 5 · Business Through Cooperation

Map the Human–AI Supply Chain

Assign work, judgment, and accountability across people and agents.

20

Lesson 20 of 33 · one artifact

By the end

You will be able to assign work, judgment, and accountability across people and agents.

Enter the lecture

WATCH THE ARGUMENT BEFORE YOU USE THE WORKSHEET.

Full lecture · 49:04

Starts at 24:48 · YouTube loads only after you press play.

Before you watch

Write what you currently believe about this lesson's question. Keep the note—you will revise it after watching.

The idea worth keeping

Map the Human–AI Supply Chain

AI belongs inside a system of trust and data. Every handoff needs an owner, an input, a review rule, and a recovery path.

Your turn

Map the Human–AI Supply Chain

One inspectable output

Map five steps and label human owner, AI role, required data, review, and fallback.

Finish with: A human–AI responsibility map.

See the transfer

THE SAME IDEA. TWO REAL CONTEXTS.

Professional example

An agent drafts a report; an operator verifies source coverage and sends it.

Clinician example

AI classifies synthetic intake examples; a qualified person owns every clinical decision.

Score your artifact

DOES THE WORK HOLD UP?

  • Every step has an owner
  • Review is specific
  • Failure has a fallback

Keep this

Map the Human–AI Supply Chain

  • AI belongs inside a system of trust and data. Every handoff needs an owner, an input, a review rule, and a recovery path.
  • A human–AI responsibility map.

Your evidence: A human–AI responsibility map.