LatentLearn
LatentLearn reimagines how people learn with AI. Traditional chat-based assistants are linear: once users dive into side questions and tangents, they often lose the original learning thread. This is especially challenging for people with ADHD or highly associative thinking styles. LatentLearn solves this by organizing every conversation into an interactive hierarchical Focus Tree. Users can highlight any concept, branch into detailed explanations, ask nested questions, and collapse completed tangents to return seamlessly to the core topic. Behind the scenes, a multi-agent system built with LangGraph coordinates intent routing, concept decomposition, anchor localization, tutoring, and off-topic detection. The result is a spatial, structured learning experience that turns curiosity into an organized knowledge map—helping users explore freely while learning systematically.
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