Open research library
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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.
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AI & knowledge papers 1 paper
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.
Adelic. Adeles, restricted products and adelic constructions Tagged papers: 38.
The Adele Analogy for Epistemic Boundaries: Local Models, a Restricted Product of Representations, and a Quantified Validity Radius
Scientific and engineering practice routinely deploys models outside the domains in which they were validated, and the resulting failures are usually discovered only after the fact. Existing treatments of epistemic uncertainty flag that a prediction is uncertain but do not say where a validated…
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