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Notes on what the data shows

The daily reports are generated; this is where we slow down and explain the patterns behind them.

August 2, 2026

microsoft/AI-For-Beginners: what the Evidence Chain found

This is a highly accessible and well-documented AI learning resource with strong market demand.

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July 25, 2026

How LumenInsight Calculates Its Scores

Inside the Opportunity Score: what Friction, Viability and Market actually measure, why Market carries the most weight, and where the model is upfront about its own blind spots.

Dark isometric illustration of a purple AI scoring node linked to a glowing teal data node and a glowing amber action node, with a fourth node left dark and disconnected.

July 25, 2026

Reading a Signal Mismatch: 2,506 Stars, 0 HN

Signal agreement is when GitHub, Hacker News, npm and search all confirm the same idea. Two real cases from LumenInsight's July 25 report show what agreement and mismatch actually look like.