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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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Results for “topological” 4 papers
Cocycle Solving in Cognition: Ultrametric Reaction Times and Analogy Depth
Cognitive consistency and analogical difficulty are pervasive challenges for psychologists, educators, and artificial‑intelligence designers. Existing Euclidean models cannot capture the hierarchical constraints that appear in belief networks and analogy spaces. We therefore propose a formalism in…
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:…
Proof-of-Concept for Auditable Attention using Ultrametric Tree Distances
The dominance of high-dimensional Euclidean vector spaces in contemporary transformer architectures has precipitated an interpretability crisis, as continuous geometric embeddings can obscure the causal mechanisms of semantic attention. This paper presents a formal proof-of-concept for a…
PILE OF BABEL
Modern theoretical physics is experiencing a crisis of comprehension characterized by the proliferation of abstract, specialized terminology that obscures fundamental, intuitive concepts. This phenomenon, termed a new scholasticism, has led to a failure of conceptual compression, wherein simple…
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