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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.
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Autonomous systems papers 1 paper
AI engineers and research-operations leads. Building and running the machine: agent protocols and tool semantics, LLM serving and inference economics, KV-cache and throughput budgets, fleets, pipelines, provenance, delegation and routing, and autonomous research operations.
Ultrametric. Non-Archimedean geometry: tree metrics, strong triangle inequality, hierarchical distance Tagged papers: 69.
Ultrametric Engine: Deploying a 20-Principle p-Adic Discovery Worker
We describe a discovery protocol operating in ultrametric spaces, formalizing 20 principles that govern knowledge graph navigation, paper discovery, and research question generation under non-Archimedean distance constraints.
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