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1st Place

DefaultTaste

Built at Gemini 3 Singapore Hackathon · Mar 7, 2026

Demo video · www.loom.com/…

Agent Taste Profiling as a Service!! - **DefaultTaste** is a platform that reveals the hidden aesthetic preferences of AI agents. - It works by probing an agent repeatedly across many generations, then measuring the patterns it keeps returning to, such as colors, fonts, layouts, genres, tempo, and mood. - The result is a clear **taste profile** plus a **correction prompt** that helps users override those defaults. - The problem it solves is that most people judge AI from a single output, which hides the model’s underlying bias and stylistic tendencies. - In practice, this means creators often ship outputs shaped more by the model’s default taste than their own intent. - DefaultTaste makes those defaults visible and actionable, so developers, designers, and creators can steer AI outputs toward something more original, intentional, and differentiated.

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