Open research library
Papers you can read, cite and question
607 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.
Looking for an answer rather than a paper? Ask the whole corpus: answers cite the papers they come from.
Assessments papers 12 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.
Cascading Bayesian Choke‑Node Forecasting for Multi‑Era Paradigm Shifts
Strategic planners and technology‑road‑mapping teams must allocate scarce resources across long‑horizon scientific and technological transitions. Existing foresight methods treat each milestone as an independent probabilistic estimate, ignoring the cascading dependency structure that links…
Bottling as an Investment Decision: An Analytical Reanalysis of Cost–Quality Trade-offs in the BOTTLED Benchmark
Organisations that run millions of similar queries through large language model (LLM) APIs pay per instance, and the decision to invest in a cheaper task-specific artifact is today made by hand, if at all. The BOTTLED benchmark shows that LLM agents can make this investment autonomously — a…
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…
Locale Framework Applied to Quantum Computing Innovations & Practical Applications
Quantum computing is often presented through a small set of recurring claims: continuous-variable systems are naturally advantaged, more modes means more power, quantum advantage has been demonstrated at device level, statistics could in principle be non-standard, complex amplitudes are essential,…
QNFO Funding Strategy — Verified Funder Landscape & Shortlist
This paper presents a verified funder landscape and fit-score shortlist for sustaining QNFO, a two-year-old, solo-run, AI-assisted research platform that has produced an open corpus of approximately 1,000 method papers across seven program areas. Every funder fact was verified by live HTTP retrieval…
Trapped-Ion Qudit Quantum Computing: Due-Diligence Assessment of the Ringbauer Program
Due-diligence research note assessing the trapped-ion qudit quantum computing program led by Martin Ringbauer at the University of Innsbruck. Records the universal qudit processor (2022), the native qudit entanglement gate based on a generalized light-shift mechanism (2023), and the lattice gauge…
Computing After Silicon: A History-Constrained Forecast of Computing Machine Evolution, 2026-2050
A history-constrained forecast of computing machine evolution 2026-2050. Seven post-silicon candidates assessed; heterogeneous convergence (AI accelerators, quantum co-processors, processing-in-memory) is the central thesis; twelve dated falsifiable predictions registered for 2030-2040.
Due Diligence Report: QuiX Quantum
Multi-source due diligence assessment of QuiX Quantum (Enschede, NL), the European market leader in photonic quantum computing.
Critical Review: The Stacked Ring Shell Model of Atomic Nuclei
Critical review of "The Stacked Ring Shell Structure of Atomic Nuclei" by Wang XE et al. (2026). Applies five-phase research pipeline: due diligence, literature search, citation audit, red-team review, and quantitative counter-evidence. Finds the stacked ring shell model is a mnemonic classification…
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.…
CFPE Methodology v2.0: Cascading Bayesian Foresight Engine with Historical Back-Casting Calibration
The Cascading Bayesian Foresight Engine (CFPE) methodology for generating and stress-testing long-range paradigm-shift forecasts: Bayesian cascading dependency models, adversarial red-teaming, evidence strength grading, fault-tree decomposition, counterfactual pathway generation, and automated arXiv…
Commercial Pathways to Room-Temperature Topological Quantum Computation
The realization of a room-temperature topological quantum computer using intrinsic quantum media is predicated on the successful engineering and validation of Fractional Chern Insulators (FCIs). This document presents a comprehensive, falsifiable research program to overcome the two primary barriers…
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