The Anti-TikTok Revolution: Building an Algorithm That Actually Wants You to Learn and Log Off

Breaking the Attention Economy: TubeDigest’s Vision for Meaningful Learning

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Last week, I introduced TubeDigest — The Netflix of Learning! — my mission to transform YouTube content into structured educational resources.

Built using Python FastAPI and SimplerLLM, TubeDigest has already processed over 1,000 videos, with users reporting significant time savings and improved learning outcomes.

If you missed Part 1, you can catch up here:

I’m Building the Netflix of Learning! This Will Change How We Learn Online (Part 1)

Latest Updates on TubeDigest

Today, In Part 2, I’m sharing three major updates that bring us closer to our vision of mindful, efficient learning.

1. A complete API restructuring for lightning-fast content delivery
2. An enhanced bullet point system for deeper content understanding
3. The foundation of our Mindful Learning “Anti-TikTok” Algorithm — our answer to…