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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.
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