EmberHacks 2026 challenges you to build your own real-world intelligent interface. Give AI a way to interact with the world, not just answer questions in a chat window.
This year's theme asks you to build an interface that uses Gemini to interpret real-world or human input and turn it into something meaningful, whether that's an action, a visualization, or a piece of generated content. Gemini needs to actually do the interpreting or reasoning in your project. Bolting a chatbot onto an existing app won't cut it.
Your input can be text, voice, images, video, sensor data, physical interactions, documents, or anything else that captures something happening in the real world. Your output can be text, voice, a visualization, an action your app takes, a physical action, or generated content of any kind. We want to see projects that would be genuinely hard, awkward, or impossible to pull off with a normal keyboard and screen.
Build for whatever platform fits your idea. Web, mobile, desktop, hardware, robotics, games, physical installations, or some mix of these are all fair game. If you can dream it up and Gemini plays a real role in how it works, bring it.
Expect a weekend of building alongside other students, mentors on hand to help when you get stuck, and a community that's genuinely excited about what you're making.
Requirements
What to Build
Interfaces where Gemini plays a real part in reading or reasoning about the input, not just a chatbot feature added on top.
Real-world or human input of any kind: text, voice, images, video, sensor data, physical interaction, or documents.
Output that does something: text, voice, a visualization, an action your app takes, a physical action, or generated content.
Any platform: web, mobile, desktop, hardware, robotics, games, physical installations, or a mix of these.
What to Submit
Project description explaining what you built and the problem it solves.
A demo video or live demo that shows your interface actually working.
GitHub repository or a link to your project code.
A short explanation of how Gemini is used in your project's interaction loop.
List of technologies, APIs, and hardware used.
Names of all team members.
Prizes
1st Place
Xtrike Me GH-510 Gaming Headset (Stereo Sound, Static RGB Light) for each member of the winning team.
2nd Place
Redragon M616 RGB Wired Optical Gaming Mouse (10,000 DPI) for each member of the winning team.
3rd Place
$10 bookstore gift card for each member of the winning team.
Devpost Achievements
Submitting to this hackathon could earn you:
Judges
Rutwa Engineer
Assistant Professor, Teaching Stream, Mathematical and Computational Sciences, University of Toronto Mississauga
Joshua Jung
Assistant Professor, Teaching Stream, Mathematical and Computational Sciences, University of Toronto Mississauga
Hoda Abokhadra
Director, Data Strategy Enablement and Operations, Scotiabank
Maria Sohail
Lead Machine Learning Engineer, RBC
Mahzabin Rashid Fariha
Software Developer, Wealthsimple
Maju Sadagopan
Technical Lead, Environics Analytics
Judging Criteria
-
Use of Gemini
How central Gemini is to the project's actual interaction loop. Rewards projects where Gemini does real interpretation or reasoning on the input, not a chatbot feature bolted on that could be swapped out without changing what the project does. -
Interface Design and Interaction
Considers whether the project uses an input or output method that would be genuinely hard, awkward, or impossible to pull off with a normal keyboard and screen, and how well that interaction is designed. -
Technical Implementation
Focuses on the quality of the build, the technical skills demonstrated, and how effectively the project was executed within the given time, including how well voice, vision, sensor, or hardware input was handled. -
Practicality and Impact
Measures whether the project can be used or scaled in real-world contexts and if it addresses a meaningful problem. -
Originality
Evaluates how fresh and unique the idea is, and how seriously the team leaned into the real-world-interface angle of the theme rather than defaulting to a chatbot with an app around it. -
Presentation and Communication
Examines how clearly the team explains their idea, how Gemini fits into it, their approach, limitations, and future plans, and how smoothly the live demo comes across.
Questions? Email the hackathon manager
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