Open research library
Papers you can read, cite and question
612 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.
Looking for an answer rather than a paper? Ask the whole corpus: answers cite the papers they come from.
AI & knowledge papers 4 papers
Metascientists, research offices and AI-oversight researchers. What a claim is worth. Ignorance audits, epistemic repair and legibility, calibration and confidence, what an AI-assisted result actually establishes, consilience across fields, and research integrity as a measurable property.
Teaching. Course and seminar material Tagged papers: 33.
From Statements to Questions: AI as Epistemic Repair Infrastructure
Human conflict often begins not with a lack of speech, but with speech that has hardened into statements. Statements can conceal the assumptions that make them possible: what one side takes as perception, the other experiences as accusation. This poster proposes a practical framework for using large…
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:…
Care Is Stronger
Disagreement functions as an inevitable component of human relationships. Political ideology, moral values, and personal life choices frequently create divisions between individuals. This document examines the psychological processes that transform simple disagreement into relational rupture. It…
Part I: Observing Ignorance
Our journey into the information spectrum begins with a fundamental question: How aware are we of what we know and, more importantly, what we don’t know? This isn’t a simple yes-or-no answer. Information awareness isn’t a light switch, flipped on or off; it’s a dimmer, capable of expressing a wide…
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