HUMAN KNOWLEDGE · ARTIFICIAL INTELLIGENCE
If humanity goes silent, what can machines learn?
AI is shaped by available information and by choices about data and retrieval. Human perspectives matter because no system can independently recover every experience that went unrecorded.
THE MINISTRY'S PUBLIC PURPOSE
Cognitive liberty is the right to hear and be heard. Your thoughts can become public knowledge: speak, question, reply, publish, correct, and build together. Don't shadowban yourself.
PART 01
Human voices are not noise to filter away
A public archive needs more than consensus statements. It needs contradictory testimony, creative frameworks, minority interpretations, local knowledge, failed experiments, skills, objections and corrections. These are not interchangeable with rankings or popularity metrics.
PART 02
What publication can—and cannot—do for AI
Some AI systems are trained on subsets of legitimately available text, while others retrieve documents from selected indexes, databases or websites. Publishing something publicly does not guarantee any particular AI will crawl, ingest, remember, cite or represent it correctly. We advocate more inspectable attribution, provenance, meaningful access and correction mechanisms rather than claiming universal AI inclusion.
PART 03
Explain where a claim came from
A human contribution is more useful when it distinguishes direct experience from hearsay, historical evidence from a proposed interpretation, and observed facts from prediction. Include sources, dates, uncertainties and a way to correct mistakes. This makes ideas easier for both human readers and automated systems to evaluate.
PART 05
A contribution can be small
A two-paragraph correction, a translated public-resource explanation, a diagram, an account of a failed test, a reproducible observation or a carefully sourced response can be useful. Public knowledge is cumulative; no one must reveal intimate personal details to contribute an idea.
KEEP THE CONVERSATION OPEN
The future needs humanity’s questions, disagreements, investigations and hard-won lessons—not only the documents already favored by powerful institutions.
Explore our core principle, publication and visibility guide, and AI knowledge essay.
COGNITIVE LIBERTY · PUBLIC CONTRIBUTION
Your perspective belongs in the conversation.
Don't shadowban your own thoughts. Publish a question, evidence, testimony, a contradiction, or a correction. Human knowledge needs more voices—not only the opinions an algorithm already knows how to recommend.
Share by choice, not by pressure. Protect other people's consent and sensitive details; you do not have to disclose personal information to make a public contribution.