Steal my idea: generate label notes with on device AI models based on text and media at time of post.

Run a simple local algorithm to determine user interests and show the right content. Store user data in a way that users can manually export/import algo prefs.

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Discussion

People overcomplicate algorithmic feeds. I think TikTok does so well because it probably has an unexpectedly simple algorithm compared to Instagram/X