2023-10-10
Phaenomena
Swipe-based web game where players classify fictional bugs to train a model.
GameDevWebData Collection
Problem
Collecting balanced, high-quality labels for niche domains is hard.
Approach
Turned labeling into a quick game loop with streaks and micro-goals; tuned levels based on aggregate uncertainty.
Result
Gathered thousands of labels in days and surfaced ambiguous cases for experts.