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Executive briefs and research from PAICE.work PBC. Each paper can be read online, downloaded as a PDF, heard as an audio overview, or watched as a short video summary.

Aggregated Intelligence

The case for measuring human-machine collaboration independently while it can still be seen

Sam Rogers, Founder of PAICE.work PBC · June 2026 · Executive brief · Companion to “One Number You Can Defend”

The intelligence that determines an organization’s outcomes is not its people alone, and not its models alone — it is the two working together, well or badly. Aggregated Intelligence is the collective output of different intelligences working toward a clear intent. This brief argues that it can be measured, but only a measure independent of the tools it scores can be trusted, and that the window to baseline the collaboration is open now and narrowing.

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