Open research library
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.
Metrology. Sensing, Fisher information and precision Tagged papers: 35.
Population-Level Methods for Structured Ensembles: From Chaotic DNA Inversions to Ensemble Leg Drafting
Many scientific settings require coordinating or extracting information from a large population of structurally identical units — dynamical systems, draft models, or mutating sequences — when only a population-level signal is available. This paper develops a single analytical framework for three…
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