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| title: The Recommendation Pool | |
| emoji: 🐟 | |
| colorFrom: yellow | |
| colorTo: red | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| short_description: A toy model of a free video feed under AI output growth | |
| # The Recommendation Pool | |
| This is an interactive demo for the paper "After One-Click Video" (https://arxiv.org/abs/2610.37695). | |
| It shows a free, ad-funded video platform. New content must pass three layers of trial viewing before it reaches the main feed. | |
| Set how much more content AI lets people make (from 1x to 100x), press Start, and watch one year go by. | |
| It is a simple illustration, not a forecast. The page runs fully in your browser and needs no network. | |
| You can switch to Chinese with the button under the picture. | |