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UAI
SP26
CS 199
UAI
Spring 2026
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Training Data and Its Costs
Activity Flow · 85m · 9 stages
Round 1: Energy and Infrastructure
15m
:
Partners discuss what AI physically costs
…
pairs
Round 1: Energy and Infrastructure (15m) — pairs
Round 1: Share Out
5m
:
Class reconvenes to share observations
Round 1: Share Out (5m) — whole class
Round 2: Who Pays?
15m
:
New partners discuss who bears the costs of AI
…
pairs
Round 2: Who Pays? (15m) — pairs
Round 2: Share Out
5m
:
Class reconvenes to share observations
Round 2: Share Out (5m) — whole class
Round 3: Whose Work?
15m
:
New partners discuss intellectual property and the double standard
…
pairs
Round 3: Whose Work? (15m) — pairs
Round 3: Share Out
5m
:
Class reconvenes to share observations
Round 3: Share Out (5m) — whole class
Round 4: Who Decides?
15m
:
New partners discuss governance and democratic control
…
pairs
Round 4: Who Decides? (15m) — pairs
Round 4: Share Out
5m
:
Class reconvenes to share observations
Round 4: Share Out (5m) — whole class
Wrap-Up
5m
:
Brief closing reflection
Wrap-Up (5m) — whole class