QNFO Papers

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.

Energy benchmarking. Measuring energy per result Tagged papers: 23.

  1. Assessments

    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…

  2. Assessmentsv0.4

    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…

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