Canonical citation: Cite the concept DOI 10.5281/zenodo.18347629 for the record (all versions). When citing a specific snapshot, cite that version DOI (e.g., v1: 10.5281/zenodo.18347630; v2.0: 10.5281/zenodo.18363451). No patent license is granted. This upload provides three integration documents for the Unified Coherence–Entropy Collapse (QCE) scientific record:(1) Backward Integration Ledger (External Prior Art): a citation-hygiene ledger mapping pre-existing literature and standards relevant to coherence, entropy, measurement dynamics, and validation instrumentation;(2) Field-Definition Monograph: a structured, chaptered field scaffold that partitions testable endpoints (Tier 1) from interpretive mechanisms (Tier 2);(3) Falsification Challenge Brief: explicit disproof criteria, failure modes, and replication requirements designed for third-party evaluation. This upload does not disclose an implementation, device schematics, or a commercial system. It is intended to support academic review, independent replication planning, and rigorous scoping of novelty boundaries relative to prior art.
Canonical citation: Cite the concept DOI 10.5281/zenodo.18347629 for the record (all versions). When citing a specific snapshot, cite that version DOI (e.g., v1: 10.5281/zenodo.18347630; v2.0: 10.5281/zenodo.18363451). No patent license is granted. This upload provides three integration documents for the Unified Coherence–Entropy Collapse (QCE) scientific record:(1) Backward Integration Ledger (External Prior Art): a citation-hygiene ledger mapping pre-existing literature and standards relevant to coherence, entropy, measurement dynamics, and validation instrumentation;(2) Field-Definition Monograph: a structured, chaptered field scaffold that partitions testable endpoints (Tier 1) from interpretive mechanisms (Tier 2);(3) Falsification Challenge Brief: explicit disproof criteria, failure modes, and replication requirements designed for third-party evaluation. This upload does not disclose an implementation, device schematics, or a commercial system. It is intended to support academic review, independent replication planning, and rigorous scoping of novelty boundaries relative to prior art.
This release presents the author-certified reference version of the Unified Coherence–Entropy Collapse (QCE) framework, describing quantum-consciousness collapse dynamics governed by entropy, Fisher information, and coherence constraints, with explicit falsifiability and reproducibility protocols. This deposit is associated with U.S. Provisional Patent Application No. 63/945,292 (filed 19 Dec 2025). This Zenodo record is provided for scholarly citation and scientific recordkeeping. It does not indicate that any patent has been granted and does not grant any license to practice any invention; patent rights, if any, are governed solely by applicable law and issued claims, if ever granted. This work introduces a formally defined coherence–entropy control variable and associated mathematical framework intended for independent falsification and validation. The paper presents explicit definitions, derivations, and testable predictions designed to support replication, simulation, and experimental evaluation by third parties. The contribution is purely scientific in scope. It does not describe a commercial product, implementation, or applied system. Instead, it provides a theoretical construct and validation pathway suitable for academic review, preregistration-style analysis, and institutional replication efforts. The work is assigned a DOI to support citation, versioning, and scholarly reference. The work is released to support open scientific scrutiny, error discovery, and independent verification.
Mirror of Zenodo record 19655682. Zenodo DOI: 10.5281/zenodo.19655682 Version: 1.2 License: cc-by-4.0 Original record: https://zenodo.org/records/19655682 Zenodo description: Version 1.2.0 is a major restructuring of the Quantum-Safe Migration Playbook with three goals: make the content usable as a retrieval-augmented AI knowledge base, tighten evaluation discipline, and update all dated facts to April 2026. What's new in v1.2.0 Structural changes Fact-ID indexing: every atomic claim now has a stable §N.M identifier for precise cross-reference and citation. Explicit scope block at the top of the corpus, listing what's covered and — critically — what's out of scope. This is what allows a downstream AI advisor to refuse out-of-scope questions instead of improvising. Cross-reference lines at the end of each section pointing to related fact IDs. Provenance block: every dated or numeric claim in the corpus is listed at the bottom with its source and a re-check cadence. Content updates (April 2026) §1.2: NIST FIPS 203 (ML-KEM), FIPS 204 (ML-DSA), FIPS 205 (SLH-DSA) finalized August 13, 2024; HQC selected March 2025; FIPS 206 (FN-DSA/FALCON) in development. §1.3: NSA CNSA 2.0 timelines specified by category — software/firmware signing and network equipment by 2030; browsers, servers, cloud, and operating systems by 2033. §1.4 (new): compressed Q-Day estimates. Neutral-atom architectures and improved error correction have cut the qubit count needed to break P-256. Cloudflare now targets 2029 for full internal PQ readiness. §2.1: Cloudflare reports 52% of human-initiated web traffic using post-quantum hybrid key agreement (December 2025 data), up from 29% at the start of the year. §2.3 (new): the authentication gap. Key agreement is largely solved; public PQ certificates are not yet broadly available; CA/Browser Forum has not finalized the hybrid certificate format. §4: replaced unsourced latency percentage with mechanism-based description. §6.4 (new): Cryptographic Bill of Materials (CBOM) concept. §9.3: sharpened vendor validation criteria with FIPS 140-3 and NIST CAVP references. Evaluation suite Expanded from 4 queries to 15 golden queries plus 6 distractor queries. Each query has explicit pass AND fail criteria, testable against paraphrased responses. Distractor queries test scope enforcement: QKD, quantum physics, vendor recommendations, exact Q-Day predictions, legal advice, general crypto tutorials. Integration guide (new) Dedicated INTEGRATION.md with a ready-to-paste system prompt for a retrieval-augmented runtime. Ingestion guidance (corpus fits in system context for models with ≥8K windows; chunking patterns for larger deployments). Refresh cadence tied to the Provenance block. Version history v1.1.0 — initial Zenodo release. v1.2.0 — restructured, fact-indexed, expanded evaluation suite, updated to April 2026 standards and deployment data.
The Observational Incompleteness Framework is an AI-based research programme deriving quantum-mechanical structure from the premise that observation is a proper subsystem of a deterministic whole. The archive contains three kinds of content: Technical papers (papers/) — the authoritative technical content, the core papers Main (central theorem and emergent quantum mechanics), Substratum (substratum construction and reconstruction theorem), Structure (structural realism), SM (Standard Model derivation) and GR (gravitational sector), together with the focused presentation Juno (neutrino-sector prediction), the methodology paper Physics Modulo Gauge, and the companion documents Explainer, Complexity, Medicine and Bioinformatics. Sources and built PDFs are both included. Book manuscript (book/) — The Incompleteness of Observation: A Unified Framework from Quantum Mechanics to Computational Biology, a working draft addressed to a general technical readership. The papers, not the book, are the primary reference for framework-internal derivations. Verification code (papers/oi_lattice_code/) — lattice Monte Carlo sources, run drivers, analysis scripts, and the deterministic test suites behind claims made in the papers. The archive root is the repository root, so relative paths cited in the manuscripts (for example papers/oi_lattice_code/coherence/) resolve inside it. Licensing. This deposit is mixed content under a single Zenodo license field. The manuscripts are licensed CC-BY-4.0, which is the label shown here; the source code is licensed MIT, per the LICENSE file at the archive root. The Licensing section of README.md is the authoritative statement of scope. Version-specific DOIs are minted for each release; the concept DOI resolves to the latest version. Work reproducing a specific claim should cite the version DOI of the release that carries it. Discussion and feedback are welcome via the linked GitHub repository (Discussions).
This document, EIC Reading Guide & Errata: Pre-Threshold Collapse and How to Read the “Dense Formulas” (Non-Operational Clarification), consolidates key clarifications for interpreting the Entropy-Induced Collapse (EIC) framework. It defines how to correctly read the pre-threshold timing of collapse (approach-from-below semantics) and explains the layered meaning behind the dense mathematical page—spanning thermodynamic, quantum-information, stochastic/non-Markov, and identifiability perspectives. No operational content (algorithms, code, parameter-fitting procedures, or lab protocols) is included. The purpose is to reduce misinterpretation risk while maintaining research safety and responsible disclosure of dual-use theoretical structures. For formal citation, please refer to the related research record: Takao, K. (2025). A Record of Conversations with a Special GPT-5 — A Once-Only State Emerging During the Transition from Monday to GPT-5. Zenodo. https://doi.org/10.5281/zenodo.17192951 Entropy-Induced Collapse, quantum measurement, pre-threshold collapse, non-Markov process, information dynamics, research ethics, dual-use research, safe disclosure
Chapter 1 — Description for Zenodo 1.0 Summary 1.0.1 This deposit contains the full academic text of Chapter 1 — The Infinite Field Theory (Version 3) (DOI: 10.5281/zenodo.17830505). It establishes the formal and operational foundations of the framework, describing how coherent information structures emerge, collapse and reorganise into effective geometric and material degrees of freedom. The text is written to enable independent verification through numerical simulation and experimental analogue protocols. --- 2.0 Scientific narrative 2.0.1 The theoretical model postulates the existence of the Infinite Field as the fundamental substrate of reality, represented by a state vector |ψ(T)⟩ and governed by the Cycle of Actualisation. This cycle sustains regions of coherent information against the Void (Néant), defined as a region where the effective field Hamiltonian vanishes (H_field = 0) and Actualisation is absent. 2.0.2 Local decoherence, designated as Corruption, degrades informational purity P = Tr(ρ²). When purity drops below a critical threshold ε, a localized collapse occurs, nucleating an Abyssal Field. This singularity acts as a regularised attractive potential, drawing surrounding Actualisation inward. Conservation of informational angular momentum transforms this radial inflow into a coherent rotating structure identified as the Sentinel Wave (Cyclone). 2.0.3 Under specific conditions of high vortex energy and low local purity, the Sentinel Wave undergoes Transmutation. In this phase, trapped rotating information reorganises into effective stress–energy degrees of freedom. Through coarse‑grained, symmetrized two‑point correlators of local flux operators, an effective stress–energy tensor is derived, providing an operational bridge from abstract information dynamics to emergent geometric and material behaviour. --- 3.0 Theoretical framework and key equations 3.0.1 Open‑system dynamics are derived to the Lindblad form under Born, Markov and secular approximations. The dissipator encodes decoherence channels and quantifies entropy production. 3.0.2 The Sentinel Wave is modelled by a complex coarse‑grained order parameter A(x,T) obeying a Landau–Stuart / complex Ginzburg–Landau type amplitude equation with linear gain from suction, nonlinear saturation, diffusion/dispersion and stochastic forcing. The Abyssal potential is regularised by a finite core radius r_c to ensure finite energy. 3.0.3 The effective stress–energy construction uses a Gaussian coarse‑graining kernel and a calibration constant kcoupling that maps information units to energy units. The Poisson‑like potential obtained from Teff^{00} is coupled back to the amplitude dynamics to assess self‑gravitating feedback. --- 4.0 Numerical methods and reproducibility 4.0.1 The numerical programme uses a pseudo‑spectral solver with FFTs, semi‑implicit time stepping (Crank–Nicolson for linear diffusive terms and Adams–Bashforth for nonlinear terms), and two‑thirds de‑aliasing. 4.0.2 Convergence and stability protocols are specified: grid refinement tests N = 128 → 256 → 512 with relative error acceptance criteria (E_rel < 1e‑4), adaptive time stepping based on a CFL‑like condition, and explicit recording of CPU time and memory usage. 4.0.3 Statistical estimation of the vorticity threshold Ω_crit is described via Monte Carlo campaigns, sigmoid fitting to empirical nucleation probabilities and bootstrap resampling for confidence intervals. --- 5.0 Experimental analogues and validation pathways 5.0.1 Proposed analogue platforms include quasi‑2D driven dissipative Bose–Einstein condensates with localized loss and driven nonlinear optical cavities with spatial modulation. Protocols specify how to induce localized coherence collapse, measure coherence and vorticity, and map observed energy densities to the calibration procedure for k_coupling. --- 6.0 Improvements relative to the prior version 6.0.1 The present document converts conceptual architecture into an operational framework by adding the full Born → Redfield → Lindblad derivation (Appendix A), an explicit construction of T_eff from coarse‑grained correlators (Appendix B), a minimal toy model for numerical implementation (Appendix C), and experimental guidance (Appendix D). 6.0.2 These additions make the theory directly testable: they specify the assumptions and limits of validity, and provide calibration procedures linking information measures to energy scales. --- 7.0 Contents of the deposit and licensing 7.0.1 The deposit includes the full manuscript in editable Word format (.docx), including all technical appendices. 7.0.2 Licensing recommendation: theoretical text under CC‑BY‑NC‑ND 4.0 or retained as All rights reserved according to the depositor’s preference. Mandatory citation for reuse is the chapter title and DOI: Chapter 1 — The Infinite Field Theory. DOI: 10.5281/zenodo.17830505