Societal Impact
Recommender Toy
Adjust user histories and observe ranking feedback loops.
Recommender Toy
Click “watch” to strengthen a tag. Notice how the top of the feed can narrow (feedback loop).
Your history
Ocean science shorts → Ocean science shorts → Bedroom pop covers
Top-4 diversity
100%
Higher = more tag variety in top suggestions
#1 Ocean science shorts
tag: science
#2 Bedroom pop covers
tag: music
#3 Highlight reels
tag: sports
#4 Local news explainer
tag: news
#5 Indie game tips
tag: games
#6 Sketch tutorials
tag: art
#7 5-minute recipes
tag: food
#8 History deep dive
tag: history