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728 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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Results for “joules” 3 papers

  1. AI & knowledge

    Auditing the BQNN: Does a Tunable Quantum Neural Network on Trapped-Ion and Superconducting Hardware Demonstrate a Route to Near-Term Quantum Advantage?

    We audit the BQNN paper by Lakhdar-Hamina et al. (2025, PRL / arXiv:2507.21222v2) which implements a tunable quantum neural network on three quantum computing platforms and claims that the architecture "may offer a route to near-term quantum advantage." Through a complete Phase 1-4 research pipeline…

  2. AI & knowledgerev 20 Oct 2026v1.1.0

    Institutional Reform: Fixing the Epistemic Incentive Structure of Post-Classical Computing

    The first four papers in this series established that quantum computing's failure is epistemic (Phase I), surveyed alternatives (Phase II), examined physical limits (Phase III), and proposed an investment portfolio (Phase IV). This paper addresses the institutional question: why did $35 billion of…

  3. AI & knowledge

    Manifesto for Honest Computation

    Five papers have traced an arc from diagnosis to prescription. The qubit is a scaffold, not an invariant. Alternative paradigms exist. Physical limits are real. A diversified portfolio is rational. Institutions must be reformed. This final paper --- the Manifesto --- synthesizes these findings into…

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