Why it matters
Two-plus dozen teams built projects on real AI stacks over a summer program -- a useful cross-section of what tools, models, and budgets community-level builders, not funded startups, are actually using to ship AI projects.
The tokenmaxxing angle
Twenty-plus student/community teams choosing their own model and tooling stacks for a single showcase is a natural sample of real-world routing decisions made under a tight, often free-tier budget -- the exact segment of tokenmaxxing's cost-conscious builder audience.
From the organizers
Held at SMU's Collins Executive Education Center in Dallas; organized by Dallas AI hosts Jo Ann Hill, Babar Bhatti, Aamer Charania, and Tar Sha, with over 20 teams giving stage pitches judged for an industry keynote speaker and awards.