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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 “distinction” 5 papers
Cross‑Ratios as Universal Atoms of Meaning: A Projective‑Invariant Framework for Likelihood, Information, and Decision Theory
Dimensionless descriptors such as physical constants, likelihood ratios, and mutual information are central to inference across physics, statistics, and machine learning, yet they are vulnerable to changes of units, model parametrizations, or data distributions. This work bridges projective geometry…
The Consilience Framework: From Valuation Theory to the Void — A Cross-Domain Synthesis
This memo synthesizes two deep-dive conversations on valuation theory and foundational mathematics into a unified framework. We trace the complete hierarchy from the void (unmarked state) through the calculus of distinctions (Laws of Form), ZFC set theory, and Ostrowski's theorem, arriving at a…
All Things Are One
Human experience presents a world of objects, events, and continuous flow. Our senses provide a coherent picture of an external reality that seems independent of our minds. This apparent reality, however, is mediated by complex biological and psychological processes. The brain constructs a model of…
Resonant Equilibrium
This work presents a unified framework for intelligence, synthesizing concepts from artificial intelligence, mathematical logic, and theoretical physics. It begins by proposing the Fourier paradigm, which models Large Language Model (LLM) computation as a physical process of resonance and waveform…
Autaxys and its Generative Engine
Prevailing foundational paradigms in science and philosophy encounter significant limitations when addressing the ultimate origin of order, the nature of physical laws, and the genesis of patterned reality from first principles. This article introduces autaxys as a candidate fundamental…
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