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728 papers from the QNFO program, filed on nine shelves by the reader each one is written for: energy per answer, error correction, physics, numbers and p-adics, logic and formalism, AI and knowledge, autonomous systems, assessments, and cross-cutting essays. Every page renders its mathematics and can be questioned in place. How a living paper works.

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Ultrametric 115Quantum foundations 108Error correction 97p-adic 82Valuation theory 79Numbers & arithmetic 62Bruhat–Tits trees 61Spacetime & cosmology 59Knowledge integrity 58Thermodynamic budgets 58Standard model 56Laws of Form 50Information theory 46Spectral analysis 46Adelic 45Energy of computing 44Research operations 44Anyons & topology 43AI agents 42Funding & strategy 40Metrology 40Stabilizer formalism 40Category theory 38Replication 36Teaching 35Choosing a platform 34Computation theory 34Quantum biology 34Tree geometry 34Formal verification 33Foresight 32Numeral systems 30Qubits 29Energy benchmarking 27LLM systems 26Superconducting 26Hardware platforms 22Policy & oversight 22Statistical audits 20Benchmarking 15Proof assistants 13All 41 tags →

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Statistical audits. Null models, significance and calibration statistics Tagged papers: 20.

  1. AI & knowledgerev 29 Oct 2026v1.0.0

    The Universal Ignorance Audit: A Fifteen-Question Method for Systematic Inquiry into the Structure of Not-Knowing

    The Universal Ignorance Audit is a fifteen-question, five-phase method for systematically interrogating the structure of not-knowing in any domain. Where conventional epistemic tools treat ignorance as an absence to be filled, the audit treats it as an active, structured state with architecture:…

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    Knowledge integrityStatistical audits

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QWAV: quantum computing in joulesTen interactive demos, the JPCUB benchmark and the p-adic architecture.Ask the corpusQuestions answered only from the papers, with a citation for every claim.Idea threadsWhat is being asked, and what gets studied next.q08: systems-level essaysWhat happened in technology stories, and the system behind it.