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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 “thermodynamic” 4 papers
AI agents. Agents, tool use and delegation Tagged papers: 42.
Gödelian Boundary as a Generative Phase Transition: Analytic Derivation of Optimal Operating Points for Constrained Cognitive Systems
Self‑referential cognitive systems—such as self‑improving language models, automated theorem provers, and adaptive controllers—must balance the generation of novel ideas against the risk of incoherent output. Existing designs rely on heuristic thresholds, leaving designers without a principled…
THE ALGORITHMIC NECESSITY
This treatise presents a comprehensive theoretical synthesis resolving the dialectic between the subjective experience of free will and the objective reality of a superdeterministic universe. By integrating the foundational principles of quantum mechanics—specifically the violation of statistical…
Mechanistic-Ethics
URL: https://papers.qnfo.org/papers/mechanistic-ethics-and-the-biology-of-meaning/ Date: 2026-03-04 Version: 1.0 1.1 The Clockwork Universe Superdeterminism posits that every event, including the firing of human neurons, occupies a fixed coordinate sequence established at the universe’s singularity.…
Adaptive Thick Skin
Standard approaches to robustness in open systems rely on static topological protection, maintaining a constant energy bias to enforce non-reciprocity. However, this strategy incurs a prohibitive thermodynamic cost, or “quiet tax,” during benign environmental conditions. Here, the “Adaptive Thick…
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