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UAI
SP26
CS 199
UAI
Spring 2026
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The Future of AI
Activity Flow · 90m · 11 stages
Round 1: The Mixture of Experts Bet
10m
:
Partners discuss how MoE changes the 'bigger is better' assumption
…
pairs
Round 1: The Mixture of Experts Bet (10m) — pairs
Round 1: Share Out
10m
:
Class reconvenes to share observations
Round 1: Share Out (10m) — whole class
Round 2: AI in Your Pocket
10m
:
New partners discuss local and on-device AI
…
pairs
Round 2: AI in Your Pocket (10m) — pairs
Round 2: Share Out
10m
:
Class reconvenes to share observations
Round 2: Share Out (10m) — whole class
Round 3: The Specialist vs. the Generalist
10m
:
New partners discuss specialized vs. general-purpose AI
…
pairs
Round 3: The Specialist vs. the Generalist (10m) — pairs
Round 3: Share Out
10m
:
Class reconvenes to share observations
Round 3: Share Out (10m) — whole class
Generate Questions
5m
:
New partners generate questions about the future of AI
…
pairs
Generate Questions (5m) — pairs
Question Review
5m
:
Class reviews and selects a question to investigate
Question Review (5m) — whole class
Investigate: The AGI Question
10m
:
Partners investigate the selected question in the context of AGI
…
pairs
Investigate: The AGI Question (10m) — pairs
Share Out
5m
:
Groups share what they discussed
Share Out (5m) — whole class
Feedback
5m
:
Quick feedback on the session
Feedback (5m) — whole class