Open research library
Papers you can read, cite and question
609 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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Assessments papers 2 papers
Investors, procurement and programme managers. Judgement on someone else's work: due diligence on hardware platforms and research programmes, critical reviews, funding landscape and shortlists, competitive landscape, and forecasts of where a technology is going.
AI agents. Agents, tool use and delegation Tagged papers: 29.
Parallelism or Concession? A Reconciled Analytical Model of Concurrency-Aware Procurement Negotiation for Agentic Commerce
An agentic buyer with a hard fulfillment deadline can fork a procurement negotiation into many parallel seller-facing threads, but every thread consumes resources and every simultaneous acceptance creates a cancellation and commitment liability. We study a planner that jointly chooses the number of…
Deep-Dive Research & Critique: IQM/Deutsche Bahn Hybrid Quantum Railway Scheduling
A deep-dive research analysis and red-team critique of IQM and Deutsche Bahn's July 2026 hybrid quantum-classical railway scheduling demonstration. Finds the demo is an honest proof-of-concept substantially overclaimed in marketing: p=1 QAOA on 20-qubit subgraphs adds zero demonstrated advantage.…
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