The world is one system.
Cities, energy, infrastructure, ecology, and communities shape one another. Understanding any one of them requires seeing its connections.
03 / CORE
VISION & MANIFESTO
A shared intelligence for a shared planet.
CORE exists because our ability to collect information has outpaced our ability to connect it, question it, and use it together.
Humanity has extraordinary tools for observing and measuring the world. Yet knowledge about cities, infrastructure, energy, communities, and the environment remains divided across systems and institutions.
The challenges themselves are interconnected. We need better ways to see those connections, explore possibilities, and bring more people into the work of understanding them.
THE LONG VIEW
Infrastructure for understanding, not authority over the future.
CORE aims to become a shared intelligence layer for the physical world: a place to connect evidence, investigate alternatives, and make complex questions more accessible.
It is not an algorithm that should dictate humanity’s future or replace human judgment. In the long term, millions of people could participate by contributing observations, proposals, local experience, and criticism. That is an ambition, not a current user count.
CORE World is the practical first step. A global collective-intelligence platform has not yet been built.
THE MANIFESTO
Twelve principles for what comes next.
Connect knowledge.
Information becomes more useful when people can trace how facts, disciplines, and local experience relate.
Keep evidence distinct.
Observation, interpretation, assumption, and speculation must remain legible as different kinds of knowledge.
Treat models as questions.
A simulation can illuminate possibilities under stated conditions. It cannot certify what will happen in reality.
Use AI to extend judgment.
Artificial intelligence can help investigate and synthesize. Its speed does not give it authority over people.
Never rank human worth.
No algorithm should assign civic value to a person or decide whose life matters more.
Keep people accountable.
Important decisions require appropriate human review, public responsibility, and the ability to challenge conclusions.
Make room for participation.
People should be able to add observations, evidence, ideas, and criticism to the questions that affect their lives.
Respect contributors.
Participation needs attribution, privacy, clear rights, and safeguards against manipulation and abuse.
Measure what changes.
Progress is demonstrated by evidence and real-world outcomes, not by promises or favorable model outputs.
Build across generations.
Technology for shared challenges should serve long-term human benefit, beyond any one institution or moment.
Begin with practical work.
CORE exists to turn these principles into useful tools, starting with CORE World and improving through scrutiny.
WHAT SUCCESS WOULD MEAN
From a local question to shared progress.
Imagine someone identifying a challenge in their neighborhood, adding what they know, examining the available evidence, comparing possible responses, and seeing how ideas are reviewed.
Imagine researchers, communities, organizations, and public institutions working from better-connected information. The measure of success would be what improves in the real world — not how persuasive a simulation looks.
These are future objectives. They are not claims of present deployment or impact.
RESPONSIBILITY
Intelligence needs boundaries.
CORE’s approach starts with authorized data, traceable sources, transparent methods, and visible scientific uncertainty. AI-assisted workflows should remain bounded and reviewable. No model result should masquerade as observed fact.
As participation grows, privacy and safeguards against manipulation must grow with it. CORE World does not autonomously intervene in the physical world; actions affecting people require appropriate authorization and human oversight.