Papers

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 together 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.