The Problem: Platforms like YouTube incentivize clickbait, thumbnails, and SEO. Skills that have nothing to do with teaching. This creates a "Hidden Gem" crisis: Brilliant professors with 50 views are buried. Students find popular videos, not helpful ones. Educational merit is lost to viral engagement.

Our solution is a "Transcript-First Search" We built a discovery engine that ignores metadata. We don't care about the thumbnail. We listen to the actual words spoken in the lecture to find the best explanation.

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