Page 7 of 8~96 min topic

What AI is

Work through a decision: robot vacuum

A responsible AI decision compares the task, evidence, alternatives, consequences, and controls.

~12 min this pageWork through a decision — trade-offs in a complete caseReviewed 2026-08-08

1Learn the idea

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The proposal

See it

AI = judgment-like software

Fits

  • Suggest reply
  • Flag odd purchase
  • Draft from bullets

Not by itself

  • Spreadsheet formula
  • Doorbell circuit
  • “Smart” ad copy

Fits = smart tasks · Not AI by itself = fixed rules

Harbourview considers a robot vacuum for its children’s area. The device maps obstacles and changes its route. The supplier calls it “AI-powered,” but Mira treats that as a claim to investigate.

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Complete worked decision

  1. Task: clean floors while avoiding people, furniture, stairs, and small objects.
  2. Alternative: scheduled manual cleaning remains necessary but can cover crowded periods.
  3. Evidence: the team tests after hours with cables, mobility aids, dark rugs, low shelves, and simulated sensor blockage.
  4. Finding: cleaning is adequate in open areas, but the device catches loose charging cables.
  5. Consequence: a cable can damage equipment or create a trip hazard.
  6. Control: operate only after a closing checklist; facilities staff can stop it; log incidents and overrides.
  7. Decision: approve a limited after-hours pilot in two open areas. Do not operate during public hours. Describe it as an “autonomous floor-cleaning pilot,” not an intelligent caretaker.
  8. Reopen rule: pause after any collision with a person or repeated cable incident.

The label is secondary. The bounded evidence justifies only the bounded pilot.

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Guided practice

Which finding would justify expanding the pilot? Which would require stopping it?

Read

Independent transfer

Build the same eight-part decision for a different automated system. Include a non-AI alternative and one observation that would reverse your recommendation.

Check your understanding

Page assessment

Answer from memory. Completion is saved from this evidence, not from opening the next page.

Why does the evidence support an after-hours pilot but not unrestricted deployment?

1. What is one idea from this page you would apply, and what evidence would you check?

All responses are required.