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UAI
SP26
CS 199
UAI
Spring 2026
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The Future of AI
Activity Flow · 65m · 7 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; Geoff wraps the meeting
Round 3: Share Out (10m) — whole class
Feedback
5m
:
Quick feedback on the session
Feedback (5m) — whole class