← Building AI Fluency · all lessons
1

Six Lenses

The Tribunal

AimLearn to break an argument into its lenses and steer AI for audience, style and tone, analysing a real dilemma, to produce a multi-lens breakdown.

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Shape4 stages · 11 scenes
Artefact6-Lens Case Analysis
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2Skill · quantified
Skill
Measured by
Data-type family
Rubric
3AI × skill → tasks
AI feature
Handoff
4Artefact → capstone
Deliverable 6-Lens Case Analysis
Brief t1_stage_larp.a1_artefacts.briefA written analysis of one AI case run through all six Markkula lenses.
Lesson stages 4 stages · 11 scenes
  1. 1 arcade
  2. 2 dossier
  3. 3 workbench
  4. 4 larp
Stage 1 •arcade arcade
hook
The Trolley
hook
The Gallery
The Terms
~18m
Human Coordinates
Stage 2 •dossier dossier
Scenes
Stage 3 •workbench workbench
Scenes
Stage 4 •larp larp
Cold Open
Brief
Rubric
Roles
Execution
Boss Fight
Seoul AI 2026