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UAI
SP26
CS 199
UAI
Spring 2026
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How AI Learns to Be Helpful
Activity Flow · 75m · 9 stages
Explore: Match the Training Stage
10m
…
pairs
Explore: Match the Training Stage (10m) — pairs
Discussion: What Did You Notice?
10m
:
Class discusses patterns they observed across training stages
Discussion: What Did You Notice? (10m) — whole class
Explore: Be the Preference Rater
10m
:
Same partners practice ranking model outputs
…
pairs
Explore: Be the Preference Rater (10m) — pairs
Discussion: What Is 'Good' AI?
10m
:
Class discusses their ranking disagreements
Discussion: What Is 'Good' AI? (10m) — whole class
Generate Questions
10m
:
New partners generate questions about the training process
…
pairs
Generate Questions (10m) — pairs
Question Review
5m
:
Class reviews and selects a question to investigate
Question Review (5m) — whole class
Investigate
10m
:
Partners investigate the selected question
…
pairs
Investigate (10m) — pairs
Share Out
5m
:
Groups share what they discovered
Share Out (5m) — whole class
Feedback
5m
:
Quick feedback on the session
Feedback (5m) — whole class