Who gets to think with it?
The big AI question may not be whether machines get smart — but whether smart tools end up in only a few hands. We measure who has access, out in the open, before the gap locks in.The defining question of the AI era may not be whether machines become intelligent — but whether intelligence itself becomes unevenly distributed through access to artificial cognitive infrastructure. Cognitive Coefficient exists to measure that distribution, transparently, before it hardens.The defining question of the AI era may be distributional rather than technical: whether effective cognitive capability concentrates via differential access to artificial cognitive infrastructure. This platform instruments that distribution — transparently and reproducibly — before it ossifies.
The thesis
Intelligence is becoming infrastructure — frontier models, agents, memory systems, compute, and knowledge networks — and infrastructure advantages compound. A person or institution with superior cognitive infrastructure can learn, research, build, and decide faster, accumulating resources that buy still-better infrastructure. Left unmeasured, this feedback loop risks Permanent Cognitive Stratification: persistent cognitive classes whose relative capabilities diverge rather than converge.
We do not take this outcome as given. We treat it as a measurable risk — and we build the instruments to track access, utilization, leverage, inequality, and resilience, so that policy, education, and open infrastructure can keep cognitive mobility alive.
What we measure (and what we refuse to)
We measure access to, utilization of, and leverage from cognitive infrastructure. We never claim to measure intelligence, worth, or destiny; we never claim causality; we never present a forecast as a certainty. Every projection is a scenario with explicit assumptions and uncertainty.
Intelligence Capital
Effective cognitive capability is the composite of six components — only some of which are biological.
Biological intelligence
Innate and developed human cognition.
Educational intelligence
Knowledge, training, and credentials.
Computational intelligence
Access to AI models and compute.
Agentic intelligence
Access to autonomous agents acting on your behalf.
Network intelligence
Access to expert communities and information networks.
Memory intelligence
Access to persistent, personalized memory systems.
Built to be defensible
Inspired by the OECD AI Exposure framework, OECD AI Index, Human Development Index, Gini coefficient, Human Capital Index, Bass diffusion, technology-adoption curves, Bayesian forecasting, and scenario analysis.