Work

Ideas become useful when they change how systems work.

Colin's current work connects research and public ideas with practical institutional design, education implementation, community capability development and responsible experimentation.

Human Intelligence Project

A framework for understanding and developing human capability

The Human Intelligence Project is a public-interest philosophy, research agenda and implementation architecture focused on helping institutions make better human decisions from meaningful evidence.

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PBLplans

Turning capability development into practical education systems

PBL Plans Education develops tools and implementation models that help teachers, schools and ministries connect learning design, assessment, curriculum and system-level intelligence.

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TechPath Africa

Bridging the last-mile digital capability gap

TechPath Africa is repositioning around practical digital capability in Uganda, focusing on the gap between access to technology and the ability to use it productively for learning, livelihoods and community development.

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Advisory

Designing responsible first pilots with institutions

Advisory work begins with one real problem and one decision pathway. The goal is to build something small enough to test responsibly and useful enough to generate evidence for the next decision.

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Institutional work

Start with a problem your current system does not help you understand well enough.