Research
Cognitive GPS is a research stack. Four interlocking layers underneath every prediction we make.
Backward Deciphering
We read what a student actually understands. Every interaction updates a running model of their cognitive state. Where they are. What they think they know. What they don't realize they're missing.
Forward Prediction
Once we know the state, we plot the shortest route to mastery. The route rebuilds itself the moment the student moves. We compute it over a live knowledge graph.
Pedagogical AI
Our AI's job is to make legitimate learning faster. The product is acceleration. Detection is somebody else's category.
Institutional Alignment
We build inside universities, with deans, department chairs, and frontline faculty. Cognitive GPS has to fit the institutional shape it's strengthening.
What's coming
Working papers on cognitive state modeling, results from early university pilots, and open releases of the routing primitives. Shipping in this space over the coming quarters.
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