AIC Hacks
Build an incredible project in a weekend
A weekend of building with AI. Join a team, pick a problem, and make something you can demo by the end, with mentors, workshops and food in the room the whole time.
What AIC Hacks is
Once a year the club gives a weekend to building. Students from every major turn up, form small teams, and leave with an incredible experience of building, iterating, getting feedback and presenting what they made.
Last time: Hack to the Future
Hack to the Future challenges students to design AI solutions that bridge the boundaries between disciplines and time.
to confirm These are from the club's own hackathon; which year is not recorded.
- When
- Feb 28 – Mar 1, 2026
- Where
- UW Tower, Seattle
- Participants
- 86
- Projects
- 21
- In prizes
- $1,900+
Three tracks
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The Past: Bridge Builder
Create an AI solution that bridges an unexpected gap between disciplines that traditionally never interact.
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The Present: The Ignored Problems
Find a problem that's been ignored, overlooked, or deemed 'not worth it', then solve it with AI.
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The Future: Collective Foresight
Design AI that predicts, prevents, or prepares systems that help humans anticipate social, environmental, or ethical consequences before they happen.
The winners
Five of the 21 projects, picked by the judges after two rounds of demos: every team to its track's judges, then the top six to the whole room.
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Overall winner
ConnectAbleCuts communication for non-verbal individuals from 45 seconds to 4. The AI predicts needs and uses an integrated agent to automate tasks like ordering food.
Aditya Gajula, Nipun Saini, Alesia C
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Track winner — The Past
KeyGuardA passive behavioral identity firewall that continuously verifies the human behind the keyboard through biometric behavior.
Jayadev Ghanta, Jiahe Lu, Sambhu Ganesan, Owen Tsao
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Track winner — The Present
benēMillions of people qualify for benefits they never claim. Answer five questions, get a full eligibility breakdown with estimated monthly value and next steps.
Polina Loukiantchikov, Noah Zhao, Abhay Raj
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Track winner — The Future
Bin SentinelThe world's recycling rules are a mess. An AI that knows all of them.
Abhay Bhat, Yousef Qudah, Saachi Surana, Khushi Chadha
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Honorable mention
PonsA consolidated, AI-powered platform for discovering campus events.
Nancy Kim, Ahmed Mrad, Carl Nelly V
Prizes
- First overall
- $1,000
- Best of each track
- $300 each
- Honorable mention
- One month of Lovable Pro, for up to four people
Sponsors
Want something longer than a weekend?
Project Cycles is the same idea stretched out, with a mentor and a team that stays together.