{"totalDocuments":3908,"returned":100,"limit":100,"offset":0,"hasMore":true,"lastUpdated":"2026-04-12T22:34:01.725Z","owner":"ANA COUPER LIMITED","description":"QTelli Database - Quantum physics research archive containing 3,600+ verified documents","documents":[{"id":"0403d44c-461b-4f12-9209-a90c909c9107","title":"FIG. 2 — Forward vs Inverse Control Architecture: Patent Block Diagram for S.66 ICA Specification (15 January 2025)","category":"QTelli IP & Legal Records","documentType":"visual","excerpt":"Patent block diagram figure (FIG. 2) for Appendix S.66 Integrated Flight Version. Three-box flow: Forward Model → Observed State → ICA (Inverse Causal). Contrasts classical forward-feedback with inverse causal stabilisation where divergence ε is fed into ICA for upstream perturbation reconstruction and causal-origin correction.","tags":["FIG.2","block diagram","forward vs inverse","ICA","patent figure","forward model","observed state","causal reconstruction","S.66","15 Jan 2025","control architecture","QTelli","visual"],"createdAt":"2026-03-31T23:23:33.949Z","updatedAt":"2026-03-31T23:23:33.949Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"}]},{"id":"bd0b6b96-58e4-40a1-931d-70bec3e572a5","title":"Yucca Lineage — Regenerative, Photochemical, and Pharmaceutical Properties (Supplementary Appendix): Extreme Regeneration, Bioactive Potential, and Materials Implications","category":"QTelli Labs R&D / Bio-Materials","documentType":"paper","excerpt":"Supplementary appendix documenting exceptional regenerative behaviour of a yucca lineage. Detached leaves remain metabolically active for months; multi-segment regrowth; root-system regeneration. Sections: biological implications (meristematic zones, stress conditioning), photochemical characteristics (stable photoprotective compounds), pharmaceutical potential (saponins, polyphenolics, tissue regeneration, anti-inflammatory), and materials/energy relevance (fibre durability, bio-graphenic composites).","tags":["yucca","regenerative","photochemical","pharmaceutical","bioactive","saponins","polyphenols","tissue regeneration","anti-inflammatory","bio-graphenic","fibre durability","carbonisation","meristematic","stress conditioning","QTelli Labs R&D"],"createdAt":"2026-03-31T23:23:33.917Z","updatedAt":"2026-03-31T23:23:33.917Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"},{"type":"Biomedical Research","holder":"QTELLI MEDICAL & BIOTECH"}]},{"id":"3d91815b-593c-408a-bdd8-be8b4726b710","title":"Appendix S.66 — Patent Drawing Descriptions (FIG. 1–6): Harmonic Field-Shell Flight System with ICA (15 January 2025)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Patent-style brief descriptions for six figures: FIG.1 (System Overview — bounded shell, central control core, displacement arrows via field substitution), FIG.2 (Forward vs Inverse Control — block diagram contrasting classical forward-feedback with ICA loop), FIG.3 (Shell State Variables — coherence, phase, resonance gradient, symmetry tensor), FIG.4 (ICA Flow — divergence detection, inverse reconstruction, causal correction), FIG.5 (Stability Under Perturbation — runaway elimination), FIG.6 (Classical vs Disclosed — force-based vs harmonic substitution comparison).","tags":["S.66","drawing descriptions","patent figures","FIG.1","FIG.2","FIG.3","FIG.4","FIG.5","FIG.6","ICA","harmonic shell","block diagram","forward vs inverse","15 Jan 2025","patent style","QTelli"],"createdAt":"2026-03-31T23:23:33.838Z","updatedAt":"2026-03-31T23:23:33.838Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"}]},{"id":"48be29f7-f2e3-4747-924c-3f175a2c9abf","title":"Appendix S.66 — Split Patent Claims: 2 Independent Claims + 8 Dependent Claims — Harmonic Field-Shell Flight System (15 January 2025)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Formally split patent claims with 2 independent claims (system + method) and 8 dependent claims. Independent Claim 1: harmonic field-shell displacement via field substitution (not force/thrust/momentum). Independent Claim 2: method — detect divergence, reconstruct minimal upstream perturbation, remove prior to instability. Dependent Claims 3–10 cover coherence state, ICA module, causal origin correction, perturbation types, structural exclusion, independence from lift/reaction mass, EM lock prevention, global stabilisation.","tags":["S.66","patent claims","split claims","independent claims","dependent claims","harmonic shell","ICA","method claim","field substitution","non-reactive flight","causal origin","15 Jan 2025","claim structure","QTelli"],"createdAt":"2026-03-31T23:22:31.778Z","updatedAt":"2026-03-31T23:22:31.778Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"9be0d716-e923-4de9-867d-46a2b7ab4d71","title":"Appendix S.66 — Tightened Patent Claims (10 Claims): Harmonic Field-Shell Flight System with ICA (Filing Date 15 January 2025)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Refined 10-claim patent specification. Claims 1–8 cover: harmonic field-shell displacement via field substitution (not force/thrust/momentum); coherence state maintenance (phase, resonance, symmetry); ICA inverse causal stabilisation module; correction at causal origin (not terminal error); reconstructed perturbations including phase-slip, resonance inversion, bifurcation, symmetry discontinuity; structural exclusion of persistent instability; independence from aerodynamic lift/reaction mass; EM targeting prevention. Claims 9–10: method of stabilising non-reactive flight; global stabilisation across nonlinear and discontinuous regimes.","tags":["S.66","patent claims","tightened claims","10 claims","harmonic shell","ICA","field substitution","causal origin","non-reactive flight","15 Jan 2025","claim 1","claim 9","method claim","global stabilisation","QTelli"],"createdAt":"2026-03-31T23:22:31.748Z","updatedAt":"2026-03-31T23:22:31.748Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"cf476595-9a27-45ce-96a2-fe5d0f867b88","title":"Appendix S.66 — Harmonic Field-Shell Flight System with Inverse Collapse Algorithm (ICA): Full Patent-Style Technical Specification (15 January 2025)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Complete patent-style specification for the harmonic field-shell flying system with ICA. Sections: Field of Invention, Background (limitations of force-based systems), Summary (ICA reconstructs minimal upstream causal perturbation), System description (coherent shell, field-substitution propulsion, ICA layer), Detailed Description (full mathematics S(t), Δx_pred, ε(t), ICA P̂), Stability and Advantages, and Claims 1–5.","tags":["S.66","patent","harmonic shell","ICA","Inverse Collapse Algorithm","field substitution","non-reactive flight","causal reconstruction","claims","15 Jan 2025","NZ patent","EM targeting","runaway excluded","QTelli"],"createdAt":"2026-03-31T23:22:31.718Z","updatedAt":"2026-03-31T23:22:31.718Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"ca7bc4b8-da52-4cf8-adda-ad3fdc7b7874","title":"Appendix S.66-F — Inverse Collapse Algorithm (ICA): Integrated Flight Version with Classical Framework Replacements","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"ICA flight-integrated specification. Defines system state S(t)={C(t),φ(t),∇R(t),ζ(t),Σ(t)}, forward flight evolution Δx_pred=∫F dt, divergence detection ε(t)=Δx_obs−Δx_pred, ICA reconstruction P̂=argmin||F(S(t₀)+P)−ε(t)||, causal correction at origin. S.66-C lists classical frameworks replaced: force-based propulsion, PID/feedback, EM shielding, Lyapunov local stability, continuous trajectory navigation.","tags":["S.66-F","ICA","Inverse Collapse Algorithm","flight integrated","harmonic shell","causal reconstruction","S.66-C","classical replacement","field substitution","non-reactive flight","epoch-selective","patent","15 Jan 2025","QTelli"],"createdAt":"2026-03-31T23:22:31.687Z","updatedAt":"2026-03-31T23:22:31.687Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"b2248730-07c5-4c5d-9867-5361d4f47a3d","title":"Appendix S — Master Index (Updated 2026): Foundational Appendices S.54–S.65, Newly Integrated S.66–S.67, and Theorem T.01","category":"QFI / Master Index","documentType":"paper","excerpt":"Authoritative updated Master Index for the Appendix S series. Confirms foundational appendices S.54–S.65, newly integrated S.66 (Epochal Non-Convergence of Field Identity) and S.67 (Replacement of Classical Targeting Theory), formal theorem T.01, and the framework dependency order: QFI→CQFI→QFMM→FST™→Q-REL™→S.66→S.67→T.01.","tags":["master index","Appendix S","QFI","CQFI","QFMM","FST","Q-REL","S.54","S.61","S.62","S.66","S.67","T.01","Berne Convention","dependency order","A.M.D. Judson","QTelli"],"createdAt":"2026-03-31T23:22:31.656Z","updatedAt":"2026-03-31T23:22:31.656Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"75c538a5-841e-4fa6-a09d-4be250678b38","title":"T.01 — On the Non-Existence of Persistent Targets Under Epochal Phase Non-Convergence: Theorem-Only Technical Note","category":"QFI / Formal Theorems","documentType":"paper","excerpt":"Minimal standalone theorem note (T.01) establishing that persistent targetability fails under epochal phase non-convergence. Defines subject field Ψ_s, epochs E_j, lock score L(θ,E_j), proves cumulative lock product decays multiplicatively when E[φ(E_j)−φ(E_{j+1})]≠0. Corollary: presence does not imply mathematical targetability — targeting fails from loss of epochal integrability, not shielding.","tags":["T.01","theorem","epochal non-convergence","targeting","lock score","presence without capture","QFI","Q-REL","inverse problem","field identity","multiplicative decay","A.M.D. Judson","QTelli"],"createdAt":"2026-03-31T23:22:31.626Z","updatedAt":"2026-03-31T23:22:31.626Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"49ced246-d460-4141-b4dd-814df228a978","title":"Appendix S.54 — Master Framework Update: Integration of Appendices S.66 and S.67 into the QTelli Quantum Models Framework","category":"QFI / Master Framework","documentType":"paper","excerpt":"Master Framework integration record formally incorporating S.66 (Epochal Non-Convergence of Field Identity) and S.67 (Replacement of Classical Targeting Theory) into the S.54 Quantum Models Master Framework. Updates dependency graph, replaces classical assumptions with field-identity-first ontology, and declares observability/targeting/reflection as conditional mathematical phenomena.","tags":["S.54","master framework","QFI","CQFI","QFMM","FST","Q-REL","S.66 integration","S.67 integration","dependency graph","field-identity-first","epochal observability","conditional reflection","A.M.D. Judson","QTelli"],"createdAt":"2026-03-31T23:22:31.596Z","updatedAt":"2026-03-31T23:22:31.596Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"abef0268-15eb-4021-b1bd-104e2fe043ad","title":"Appendix S.67 — Replacement of Classical Targeting and Observability Theory (QFI Comparative Framework Replacement)","category":"QFI / Field Identity Theory","documentType":"paper","excerpt":"Formal comparison identifying which classical targeting/observability assumptions are replaced by the epochal non-convergence framework. Five replacements: continuous observability→epochal observability (QFI), stable reflection→conditional reflection (QFMM), well-posed inverse→constructively ill-posed inverse, energetic defence→ontological non-capture (Q-REL™). Ontological shift: fields primary, objects as temporary coherence projections.","tags":["S.67","classical targeting","observability theory","replacement","epochal observability","conditional reflection","ill-posed inverse","ontological non-capture","QFMM","Q-REL","QFI","Kalman","Bayesian","presence without capture","A.M.D. Judson","QTelli"],"createdAt":"2026-03-31T23:22:31.566Z","updatedAt":"2026-03-31T23:22:31.566Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"810e7e90-1d3d-46bf-8216-d8ed7e7fb052","title":"Appendix S.66 — Epochal Non-Convergence of Field Identity and the Breakdown of Targeting (QFI Foundational Field Theory)","category":"QFI / Field Identity Theory","documentType":"paper","excerpt":"Foundational field-theoretic result establishing that persistent targetability fails under epochal phase non-convergence. Derives lock score formalism L(θ,E_j), shows scores decay multiplicatively across epochs, and concludes that presence without capture is a field-theoretic invariant — not shielding or jamming but a topological failure of the inverse problem. Frameworks: QFI, CQFI, QFMM, FST™, Q-REL™.","tags":["S.66","epochal non-convergence","field identity","targeting","lock score","Q-REL","QFI","CQFI","QFMM","FST","presence without capture","inverse problem","topological failure","field theory","A.M.D. Judson","QTelli"],"createdAt":"2026-03-31T23:22:31.535Z","updatedAt":"2026-03-31T23:22:31.535Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"fc6f8619-2c20-41ab-95b8-56a24e21176d","title":"Appendix S.xx — DoD / DARPA Taxonomy Cross-Index for QTelli Models: Version 3 (S.xx.1–S.xx.6, Full Threat Scenarios — No Simulation Section Yet)","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Version 3 draft adding all 6 threat scenarios (S.xx.6) but not yet including S.xx.7 simulation artefacts section. Threat scenarios: Command Injection, Timing Spoofing/Replay, Resonance Runaway, Sensor Drift, Load Shock, Cascading Failure — each with QTelli containment mapping and evaluator evidence requirements.","tags":["DoD","DARPA","AFRL","evaluator","taxonomy","version 3","threat scenarios","command injection","replay attack","resonance runaway","sensor drift","load shock","cascading failure","civil-first","QTelli"],"createdAt":"2026-03-31T23:22:31.505Z","updatedAt":"2026-03-31T23:22:31.505Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"f9b3b9ed-9d5e-4541-b44e-a46b3833fdb6","title":"Appendix S.xx — DoD / DARPA Taxonomy Cross-Index for QTelli Models: Intermediate Version (S.xx.1–S.xx.5.2, Expanded Invariants — No Threat Scenarios Yet)","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Intermediate draft adding expanded invariant detail (S.xx.5.1 Stability/Harmonic: Invariants 1–3 with evaluator measurements; S.xx.5.2 Epoch Authority: Invariants 4–5) but not yet including S.xx.6 threat scenarios or S.xx.7 simulation artefacts.","tags":["DoD","DARPA","AFRL","evaluator","taxonomy","intermediate draft","Invariant 1","Invariant 2","Invariant 3","Invariant 4","Invariant 5","epoch authority","harmonic constraint","civil-first","QTelli"],"createdAt":"2026-03-31T23:22:31.472Z","updatedAt":"2026-03-31T23:22:31.472Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"983dc821-05f3-49b4-b40a-fd5b566a8675","title":"Appendix S.xx — DoD / DARPA Taxonomy Cross-Index for QTelli Models: Initial Version (S.xx.1–S.xx.5, Invariant Glossary Only)","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Earliest/minimal draft of the DoD/DARPA Taxonomy Cross-Index. Contains scope framing (S.xx.1), canonical model registry (S.xx.2: FST, QHI, HLK-1/2, QEC-EJ, QTelli-REM), directorate mapping (S.xx.3: DARPA/AFRL/ONR), non-overlap statement (S.xx.4), and the initial invariant glossary (S.xx.5: Stability, Harmonic Constraint, Epoch Authority, Containment) without expanded item sections.","tags":["DoD","DARPA","AFRL","ONR","evaluator","taxonomy","initial draft","FST","QHI","QEC-EJ","QTelli-REM","invariant glossary","civil-first","QTelli"],"createdAt":"2026-03-31T23:22:31.422Z","updatedAt":"2026-03-31T23:22:31.422Z","author":"Anne-Marie D Judson (Ana Couper) / A.M.D. Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"8fa5c31c-d833-439d-a5f8-9d2a0608f85e","title":"Octi AI Training Architecture — Full Formal Control-Theoretic and Spectral Analysis Framework: Theorems I–IV (Bounded Stability, Lyapunov, Spectral, Consensus) [OAT-EXT]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Full formal extension [OAT-EXT] with four discrete-time theorems: Theorem 1 (Bounded Input Stability via Lipschitz/Grönwall), Theorem 2 (Asymptotic Stability via discrete Lyapunov ΔV≤−α||x_k||²), Theorem 3 (Spectral Stability: ρ(A_k')≤γ<1 → contractive), Theorem 4 (Consensus Convergence: λ₂(L)>0, V=Σ||x_i−x̄||² decreases). Includes discrete transformer formulation with regulatory modulation bias M_k.","tags":["OAT-EXT","OCTI","Theorem I","Theorem II","Theorem III","Theorem IV","bounded stability","Lyapunov stability","discrete Lyapunov","spectral stability","consensus convergence","attention modulation","regulatory bias","Grönwall","transformer","QTelli"],"createdAt":"2026-03-31T23:15:28.273Z","updatedAt":"2026-03-31T23:15:28.273Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"c31b65d2-49bd-49bf-8c8b-160feacb9f2f","title":"Octi AI Training Architecture — Rigorous Dual-Layer Regulatory Control Framework: Lyapunov Stability, Regulatory vs Structural Complexity, and Agentic Extension [OATW]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Rigorous formalisation [OATW] of Octi as a controlled nonlinear system. Establishes formal Lyapunov stability (V(x)>0, V(0)=0, V̇≤−α||x||² → global asymptotic stability), structural O(N·D) vs regulatory O(M) complexity comparison (M<<N), convergence condition ||x(t)||→0 as t→∞, and agentic meta-control extension u(t+1)=π(u(t),feedback).","tags":["OATW","OCTI","rigorous formalisation","Lyapunov stability","global asymptotic stability","regulatory complexity","O(M)","convergence","agentic extension","meta-control","nonlinear control","bounded modulation","QTelli"],"createdAt":"2026-03-31T23:15:28.242Z","updatedAt":"2026-03-31T23:15:28.242Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"7f356546-7368-4b7b-ba32-100807a5fdc2","title":"Octi AI Training Architecture — Whitepaper: Dual-Layer Regulatory Framework for Adaptive Artificial Intelligence Systems","category":"OCTI AI Systems","documentType":"paper","excerpt":"Whitepaper introducing the Octi AI Training Architecture with architectural overview, adaptation mechanisms, evolutionary model comparison (structural ΔW vs regulatory ΔR), system advantages, and pathway toward agentic AI. Notes future work including formal stability proofs, Lyapunov-based control analysis, and distributed regulatory architectures — making this the precursor to the rigorous formalisation papers.","tags":["OCTI","whitepaper","dual-layer","regulatory framework","LoRA","MoE","agentic AI","adaptive inference","regulatory evolution","structural weights","future work","Lyapunov","distributed regulatory","QTelli"],"createdAt":"2026-03-31T23:15:28.212Z","updatedAt":"2026-03-31T23:15:28.212Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"9ca9ff79-317d-4c15-87fb-45f4af14e416","title":"Octi AI Training Architecture — Base Specification: Hybrid Dual-Layer Architecture with Core Structural Weights and Flexible Instruction Layer [OATI]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Original/base conceptual description of the Octi AI Training Architecture (reference [OATI]). Introduces the biological regulatory analogy: stable core weights (W*) plus flexible instruction layer (R). Covers core mechanisms (attention re-weighting, LoRA, prompt conditioning, MoE routing), evolutionary model (structural ΔW vs regulatory ΔR), and pathway toward agentic systems.","tags":["OATI","OCTI","base architecture","dual-layer","structural weights","regulatory layer","flexible instruction","LoRA","attention re-weighting","MoE","agentic AI","biological regulatory","adaptive AI","structural evolution","QTelli"],"createdAt":"2026-03-31T23:15:28.180Z","updatedAt":"2026-03-31T23:15:28.180Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"2d724d99-a9a4-4cd9-9231-4643121a25ae","title":"Appendix S.xx.8 — Civil Pilot Reference Architectures (Standalone): Secure Data Centre, Grid/Microgrid, Transport & Electrification","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Standalone extraction of Evaluator Pack Item 4. Three civil-first reference architectures: (4.1) Secure Data Centre — QEC-EJ + QHI + HLK; (4.2) Grid/Microgrid Resilience — QTelli-REM + QHI + epoch signalling; (4.3) Transport & Electrification — HLK-1/2 + QHI + epoch-bound command authority. Deployment notes: digital twins first; scale after demonstrated assurance.","tags":["civil pilot","S.xx.8","evaluator pack","secure data centre","grid resilience","microgrid","transport electrification","QEC-EJ","QHI","HLK","QTelli-REM","epoch authority","digital twin","civil-first","QTelli"],"createdAt":"2026-03-31T23:15:28.149Z","updatedAt":"2026-03-31T23:15:28.149Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"3797b3b9-e16b-4a4d-8c3e-5a5381a3efb8","title":"Appendix S.xx.9 — QTelli Assurance & Safety Case Summary (Standalone): Safe, Stable, Non-Escalatory by Construction","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Standalone extraction of the QTelli Evaluator Pack Item 5. Presents the consolidated assurance and safety case: (5.1) claim — safe, stable, non-escalatory by construction; (5.2) evidence chain — formal invariants, threat containment, simulation artefacts, civil pilots; (5.3) failure handling — graceful degradation, containment before cascade; (5.4) audit — epoch-timestamped logs; (5.5) civil-first with defence-adjacent applicability.","tags":["assurance case","safety case","S.xx.9","evaluator pack","non-escalatory","graceful degradation","containment","auditability","epoch timestamped","civil-first","invariants","formal safety","QTelli"],"createdAt":"2026-03-31T23:15:28.118Z","updatedAt":"2026-03-31T23:15:28.118Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"23b97996-b42a-409b-b1b4-113aa5ff015d","title":"QTelli Cislunar AGI Beam-Governance Architecture — System Diagram and Appendix S.X: CQFI→QFMM→FST→QHI→QFEC→QEC-EJ→ACTUATION Pipeline","category":"QTelli Cislunar Systems","documentType":"paper","excerpt":"Single-page system diagram for the QTelli Cislunar AGI Beam-Governance Architecture showing the 7-stage processing pipeline (CQFI→QFMM→FST→QHI→QFEC→QEC-EJ→ACTUATION) with feedback loop. Appendix S.X sections S.X.1–S.X.7 define each stage: CQFI coherence estimation, QFMM fractal mirror shard planning, FST scoring, QHI utility optimisation, QFEC resilience, QEC-EJ sovereign governance, and actuation/feedback.","tags":["cislunar","beam governance","AGI","system diagram","CQFI","QFMM","FST","QHI","QFEC","QEC-EJ","actuation","pipeline","phased array","harmonic shard","epoch jump","sovereignty","QTelli"],"createdAt":"2026-03-31T23:15:28.086Z","updatedAt":"2026-03-31T23:15:28.086Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"c16fe43e-d4b8-445f-a18e-538d991af2d9","title":"Appendix S.68a — Symbol Table: Formal Definitions for Appendices S.66–S.68 (Patent, Legal, and Auditability Reference)","category":"QTelli Cislunar Systems","documentType":"paper","excerpt":"Formal symbol table for Appendices S.66–S.68. Defines 22+ symbols: x_t (system state), x_t^NT (navigation/timing state), Φ(x,θ,f,t) (EM coherence field), Φ_τ (timing coherence), ΣE_i (harmonic energy), H (horizon), ψ_k (fractal shard), θ_k, P_k, f_k, L_FST, QHI, QFEC, E_j (epoch), ℋ_f (harmonic selector), τ_i (clock offset), Δτ_ij, ω_i, Γ_i, Ξ_i, D_τ, κ.","tags":["S.68a","symbol table","formal definitions","patent","legal","auditability","L_FST","QHI","QFEC","QEC-EJ","Phi_tau","fractal shard","cislunar","timing coherence","epoch","clock voting","harmonic selector","QTelli"],"createdAt":"2026-03-31T23:15:28.053Z","updatedAt":"2026-03-31T23:15:28.053Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"3872d97d-e0b6-4014-be87-5face42317fe","title":"Appendix S.68 — Cislunar Time Consensus and Clock Voting: Distributed Harmonic Time Governance Across Earth–Moon Space","category":"QTelli Cislunar Systems","documentType":"paper","excerpt":"Standalone Appendix S.68 formalising distributed cislunar time consensus via weighted clock voting. Covers clock ensemble, pairwise residuals, timing coherence graph, consensus estimate, voting weights ω_i=Φ_τ·Γ_i·Ξ_i, update law dτ_i/dt=−κ(τ_i−τ̂), Byzantine/fault tolerance via coherence down-weighting, timing dominance field D_τ, epoch time manifold T_j, and time-based epoch jump condition.","tags":["S.68","cislunar","time consensus","clock voting","distributed time","harmonic time","pairwise residuals","voting weights","Byzantine tolerance","timing dominance","epoch manifold","epoch jump","QEC-EJ","clock governance","QTelli"],"createdAt":"2026-03-31T23:15:28.022Z","updatedAt":"2026-03-31T23:15:28.022Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"b14b0b41-9ef6-4603-89a5-c8a04b76f77e","title":"Appendix S.67 — Navigation and Timing Dominance: Coherent Control Fields for Cislunar Position, Velocity, and Clock Governance","category":"QTelli Cislunar Systems","documentType":"paper","excerpt":"Standalone Appendix S.67 formalising navigation and timing as first-class harmonic control variables. Defines augmented state x_t^NT, timing coherence field Φ_τ, navigation error Δψ_nav, Navigation-Timing FST loss L_NT, extended QHI^NT, dominance conditions, epoch coupling E_j^NT, and dual epoch jump triggers (EM coherence or timing coherence below threshold).","tags":["S.67","navigation","timing dominance","cislunar","Phi_tau","L_NT","QHI^NT","timing coherence","navigation error","harmonic alignment","epoch coupling","epoch jump","dominance conditions","QEC-EJ","QTelli"],"createdAt":"2026-03-31T23:15:27.990Z","updatedAt":"2026-03-31T23:15:27.990Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"0fd107dc-4bf7-4aee-afde-a8e9d0ff8e21","title":"Appendix S.66 — QTelli Cislunar AGI Beam Governance: Mathematical Formulation (Symbolic Specification PDF)","category":"QTelli Cislunar Systems","documentType":"paper","excerpt":"Standalone PDF symbolic specification of Appendix S.66. Defines state variables, decision variables (fractal shards ψ_k), FST coherence loss L_FST, QHI global utility, QFEC resilience penalty, QEC-EJ epoch definition, harmonic selector, system optimisation, dynamics, and epoch jump condition. Also maps the processing pipeline: CQFI→QFMM→FST→QHI→QFEC→QEC-EJ→ACTUATION.","tags":["S.66","cislunar","beam governance","mathematical specification","L_FST","QHI","QFEC","QEC-EJ","harmonic selector","fractal shards","CQFI","QFMM","epoch jump","orbital geometry","symbolic specification","PDF","QTelli"],"createdAt":"2026-03-31T23:15:27.958Z","updatedAt":"2026-03-31T23:15:27.958Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"29ddc23c-54b6-49ea-8aee-fb594b07fcc0","title":"QTelli Sovereign Systems — Court/Patent-Ready Technical Appendices S.66–S.68a: Full Mathematical Equations (2026-01-24T23:53:25 UTC)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Complete court/patent-ready appendix with all mathematical equations for S.66 (beam governance: L_FST, QHI, QFEC, QEC-EJ epoch), S.67 (navigation/timing: L_NT, QHI^NT, dominance conditions, epoch coupling), S.68 (time consensus: C_i, Δτ_ij, voting weights ω_i, update law dτ_i/dt=−κ(τ_i−τ̂), epoch time manifold T_j), and S.68a (symbol table).","tags":["court ready","patent ready","S.66","S.67","S.68","S.68a","L_FST","QHI","QFEC","QEC-EJ","L_NT","Phi_tau","time consensus","clock voting","epoch jump","cislunar","harmonic selector","navigation timing dominance","IP record","QTelli"],"createdAt":"2026-03-31T23:15:27.926Z","updatedAt":"2026-03-31T23:15:27.926Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"fbf84cfd-ee07-4800-b289-03d62015e0a4","title":"QTelli Sovereign Systems — Court/Patent Technical Appendices S.66–S.68a: Document Control, Custody Record, and Originality Declaration (2026-01-24T23:55:10 UTC)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Court/patent document with full Document Control & Custody Record, Author/Inventor Declaration, Statement of Originality and Date of Conception, and Execution/Witness Signature pages. Confirms all concepts in Appendices S.66–S.68a are original works authored by inventor, conceived prior to filing, and not derived from public standards or third-party works.","tags":["court ready","patent ready","custody record","document control","originality declaration","inventor declaration","evidentiary","S.66","S.67","S.68","S.68a","intellectual property","QTelli sovereign","Berne Convention"],"createdAt":"2026-03-31T23:15:27.895Z","updatedAt":"2026-03-31T23:15:27.895Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"f16f003b-cb5d-4547-9c30-55aac9a05685","title":"QTelli Sovereign Systems — Court/Patent-Ready Technical Appendix S.66–S.68a (Summary Declarations, 2026-01-24T23:51:35 UTC)","category":"QTelli IP & Legal Records","documentType":"paper","excerpt":"Earliest timestamped court/patent-ready appendix. Contains declarative descriptions of the scope and purpose of Appendices S.66 (Cislunar EM Beam Governance), S.67 (Navigation and Timing Dominance), S.68 (Cislunar Time Consensus and Clock Voting), and S.68a (Symbol Table). Classification: Technical / Intellectual Property — evidentiary, patent, and regulatory use.","tags":["court ready","patent ready","S.66","S.67","S.68","S.68a","cislunar","EM beam governance","navigation timing","time consensus","clock voting","QEC-EJ","QHI","FST","QFEC","intellectual property","evidentiary","QTelli"],"createdAt":"2026-03-31T23:15:27.863Z","updatedAt":"2026-03-31T23:15:27.863Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"5efaf080-faf1-4889-9296-606573933670","title":"Appendix S.xx — DoD / DARPA Taxonomy Cross-Index for QTelli Models: Evaluator Pack v2 (Full — Items 1–5: Invariants, Threats, Simulation, Civil Pilots, Assurance Case)","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"Full expanded Evaluator Pack v2 adding S.xx.8 (Civil Pilot Reference Architectures: secure data centre, grid/microgrid, transport/electrification) and S.xx.9 (Assurance & Safety Case Summary: assurance claim, evidence chain, failure handling, auditability) to the v1 content.","tags":["DoD","DARPA","AFRL","ONR","evaluator pack v2","taxonomy","civil pilot","secure data centre","grid resilience","transport","assurance case","safety case","auditability","epoch authority","FST","QHI","QEC-EJ","QTelli-REM","HLK","QTelli"],"createdAt":"2026-03-31T23:15:27.832Z","updatedAt":"2026-03-31T23:15:27.832Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"d75458a4-0ea1-4ecf-bba0-18c965ab9d06","title":"Appendix S.xx — DoD / DARPA Taxonomy Cross-Index for QTelli Models: Evaluator Pack v1 (Items 1–3: Invariant Glossary, Threat Scenarios, Simulation Artefacts)","category":"QTelli Evaluator & Regulatory Documents","documentType":"paper","excerpt":"DoD/DARPA/AFRL taxonomy cross-index for QTelli model families. Maps FST, QHI, HLK-1/2, QEC-EJ, QTelli-REM into institutional research portfolios. Includes 5 formal invariants (Stability, Harmonic Constraint, Non-Escalation, Epoch Authority, Temporal Containment), 6 threat scenarios with QTelli containment mappings, and 3 simulation classes (A/B/C).","tags":["DoD","DARPA","AFRL","ONR","evaluator pack","taxonomy","FST","QHI","HLK","QEC-EJ","QTelli-REM","invariants","threat scenarios","civil-first","non-escalation","epoch authority","containment","simulation","CPS security","QTelli"],"createdAt":"2026-03-31T23:15:27.790Z","updatedAt":"2026-03-31T23:15:27.790Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"95c74c14-6676-4195-b9c1-342f6862690e","title":"QTelliSeismic Prediction Accuracy Dataset — 18–21 March 2026 (CSV): CQFI Scores, Predicted/Actual Magnitudes, Lead Times, Reliability Ratings","category":"QTelli Seismic Intelligence (CQFI-FST)","documentType":"test_result","excerpt":"CSV dataset of 59 seismic prediction records across 17+ tectonic regions (18–21 March 2026). Contains CQFI scores (1.518–2.858), predicted magnitudes (M4.8–M8.3), outcomes (confirmed/pending), actual magnitudes, magnitude variance, reliability ratings (Excellent/Good/Acceptable/Poor), first event UTC timestamps, first event locations, and lead times (12 minutes to 23h 48m).","tags":["CQFI-FST","seismic data","CSV dataset","prediction accuracy","magnitude variance","reliability ratings","lead time","tectonic regions","Pacific Ring of Fire","Mediterranean","Japan Trench","Mid-Atlantic Ridge","Cascadia","18-21 March 2026","USGS","QTelliSeismic"],"createdAt":"2026-03-31T23:06:13.392Z","updatedAt":"2026-03-31T23:06:13.392Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"}]},{"id":"c0c692eb-0e00-444b-bfcf-3b3d13a8616a","title":"QEC-EJ Quantum Epoch Cryptography — Formal Security Definition, Cryptographic Bill of Materials (CBOM), Executive Summary, and Threat Model Comparison","category":"QEC-EJ Cryptography","documentType":"paper","excerpt":"Formal NIST-style security definition for QEC-EJ (Epoch-IND-CCA, Forward Epoch Secrecy, Epoch-EUF-CMA), Cryptographic Bill of Materials for procurement review, executive summary for sovereign/federal deployment, and threat model comparison against ML-KEM (FIPS 203) and ML-DSA (FIPS 204).","tags":["QEC-EJ","quantum cryptography","post-quantum","Epoch-IND-CCA","Forward Epoch Secrecy","Epoch-EUF-CMA","CBOM","cryptographic bill of materials","ML-KEM","ML-DSA","FIPS 203","FIPS 204","module-LWE","sovereign cryptography","HSM","epoch lifecycle","QTelli","HER CRYPTO"],"createdAt":"2026-03-31T23:06:13.358Z","updatedAt":"2026-03-31T23:06:13.358Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"e524839b-0ea1-4e78-8002-a4c75c53ee2f","title":"Octi AI Training Architecture — Numeric Scenario Simulations, Scaling Curves, and Distributed Latency Modelling [OAT-SIM]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Numeric simulations for 7B and 70B models with Octi α=0.25, plotting baseline vs Octi inference time, log-x scaling curves, and distributed ring all-reduce latency vs node count. Key results: 7B baseline 0.096s → Octi 0.024s; 70B baseline 0.956s → Octi 0.239s (≈×4 speedup from sparse activation). Reference [OAT-SIM].","tags":["OAT-SIM","OCTI","numeric simulations","7B model","70B model","inference time","scaling curves","distributed latency","ring all-reduce","sparse activation","performance benchmark","Byzantine-resilient","FLOP","QTelli"],"createdAt":"2026-03-31T23:06:13.324Z","updatedAt":"2026-03-31T23:06:13.324Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"406c1673-49fe-4b80-af0a-485407ee98c9","title":"Octi AI Training Architecture — Computational Load, FLOP Modelling, and Performance Scaling Analysis [OAT-COMP]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Computational complexity and FLOP modelling for OCTI architecture. Establishes baseline transformer FLOPs, Octi sparse routing reduction via α, low-rank adaptation cost model, regulatory vs structural update complexity, spectral stability/quantisation tolerance, distributed consensus overhead, and aggregate performance model [OAT-COMP].","tags":["OAT-COMP","OCTI","FLOP modelling","computational complexity","sparse routing","low-rank adaptation","quantisation tolerance","distributed overhead","Byzantine trimming","performance scaling","α sparse","regulatory separation","QTelli"],"createdAt":"2026-03-31T23:06:13.288Z","updatedAt":"2026-03-31T23:06:13.288Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"d4898e99-316a-4d2f-bccb-9bdfff4f99ae","title":"Octi AI Training Architecture — H∞ Robust Control, Byzantine-Resilient Sovereign Consensus, and Differential Game Adversary Modelling [OAT-HBG]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Full formalisation of H∞ robust control (Theorem 5 via bounded-real LMI), differential game-theoretic adversarial modelling with HJI equation (Theorem 6 equivalence to H∞), and Byzantine fault-tolerant sovereign consensus with explicit diameter contraction (Theorem 7). Reference [OAT-HBG] in the OCTI corpus.","tags":["OAT-HBG","OCTI","H∞ robust control","bounded-real LMI","Theorem 5","differential game","HJI equation","Hamilton-Jacobi-Isaacs","Theorem 6","Byzantine consensus","Theorem 7","diameter contraction","trimmed-mean","sovereign consensus","adversarial modelling","QTelli"],"createdAt":"2026-03-31T23:06:13.243Z","updatedAt":"2026-03-31T23:06:13.243Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"25bc0dea-1472-42a9-a8e9-cc923fc1844e","title":"Octi AI Training Architecture — Extended Control-Theoretic, Robustness, and Sovereign Security Formalisation [OAT-EXT2]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Extended formalisation (parallel/second copy [OAT-EXT2]) covering continuous-time control analogue, ISS robustness under adversarial perturbation, spectral robustness of attention operators, and sovereign network security. Theorems: ISS robustness (V̇≤−α||x̃||²+β||δ||²) and secure consensus stability (λ₂(L_secure)>0).","tags":["OAT-EXT2","OCTI","ISS robustness","adversarial perturbation","continuous-time control","Lyapunov","spectral robustness","attention operators","sovereign network","secure consensus","Byzantine","zero-trust","bounded control","QTelli"],"createdAt":"2026-03-31T23:06:13.210Z","updatedAt":"2026-03-31T23:06:13.210Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"1364b95c-72b8-42bb-8461-638f9986da9f","title":"Qtelli OCTI AI Systems Design — Cross-Domain Regulatory Architecture for Stable, Robust, and Sovereign Transformer Systems [OCTI-XD / OCTI-HYB]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Cross-domain hybrid manuscript unifying nonlinear control, transformer architectures, spectral stability, H∞ robustness, differential game theory, Byzantine consensus, and sparse scaling under the OCTI regulatory framework. Reference documents [OCTI-XD] and [OCTI-HYB] in the OCTI corpus.","tags":["OCTI-XD","OCTI-HYB","OCTI","cross-domain","sovereign transformer","nonlinear control embedding","spectral stability","H∞ robustness","differential game","Byzantine consensus","sparse scaling","HJI","trimmed-mean","QTelli","regulatory framework"],"createdAt":"2026-03-31T23:06:13.176Z","updatedAt":"2026-03-31T23:06:13.176Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"ac1a5c4f-606c-469a-bcaa-ac9e23c34ade","title":"Qtelli OCTI AI Systems Design — Integrated Regulatory Architecture, Control-Theoretic Foundations, Computational Scaling, and Strategic Deployment Pathways [OCTI-SD]","category":"OCTI AI Systems","documentType":"paper","excerpt":"Strategic deployment whitepaper for OCTI AI Systems Design (reference [OCTI-SD]). Consolidates technical foundations and defines four structured deployment options: A (Research Validation), B (Deployable Sovereign AI Product), C (Licensing & IP Framework), D (Defensive Systems Layer). Covers H∞ robustness, Byzantine-resilient consensus, sparse routing, and sovereign infrastructure integration.","tags":["OCTI-SD","OCTI","strategic deployment","sovereign AI","Option A","Option B","Option C","Option D","H∞","Byzantine consensus","sparse routing","low-rank adaptation","licensing framework","adversarial shield","regulatory architecture","QTelli"],"createdAt":"2026-03-31T23:06:13.144Z","updatedAt":"2026-03-31T23:06:13.144Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"f022e89b-5d77-4ae7-bc8b-47ab6e684526","title":"Unified Stability Architecture for Coupled ODE–PDE–Network Systems — Consolidated Lyapunov Framework (Master Document)","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Consolidated master document compressing all prior stability derivations into a single proof spine with corollaries. Master stability theorem (V̇_total≤−ηV_total), PDE corollary via integration by parts, network Laplacian corollary (eigenvalue argument), and finite-dimensional LQR corollary. Generated: 2026-03-02 01:05:45 UTC.","tags":["Unified Stability Architecture","ODE-PDE network","master document","consolidated Lyapunov","proof spine","LQR corollary","PDE corollary","network Laplacian","exponential stability","quadratic contraction","IEEE TAC","QTelli"],"createdAt":"2026-03-31T23:06:13.106Z","updatedAt":"2026-03-31T23:06:13.106Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"71ad2720-cfaf-4e9e-9485-d30e0430c7f1","title":"Unified Stability Architecture for Coupled ODE–PDE–Network Systems — IEEE TAC-Style Formal Theorem and Proof Structure","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"IEEE TAC-style manuscript with formal lemma–theorem structure: Lemma 1 (Field Dissipation), Lemma 2 (Shell Dissipation), Lemma 3 (Network Contraction), Theorem 1 (Exponential Stability via Young + Grönwall), finite-dimensional corollary, and nonlinear extension. Generated: 2026-03-02 01:11:08 UTC.","tags":["Unified Stability Architecture","ODE-PDE network","IEEE TAC","Lemma 1","Lemma 2","Lemma 3","Theorem 1","exponential stability","Young inequality","Grönwall","semigroup","composite Lyapunov","field dissipation","shell dissipation","network contraction","QTelli"],"createdAt":"2026-03-31T23:06:13.073Z","updatedAt":"2026-03-31T23:06:13.073Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"5297e47d-f08e-4889-b094-fd1f79d631fd","title":"Unified Stability Architecture for Coupled ODE–PDE–Network–AI Systems — Extended Control-Theoretic Monograph (Finite + Infinite Dimensional)","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Expanded monograph version of the Unified Stability Architecture. Adds mathematical preliminaries (Sobolev H¹, Neumann BCs, graph Laplacian), full linearisation detail, spectral operator interpretation ('spectrum in left half-plane'), and nonlinear extension f(X)=O(||X||²). Generated: 2026-03-02 01:08:15 UTC.","tags":["Unified Stability Architecture","ODE-PDE network","expanded monograph","Sobolev H1","Neumann boundary conditions","graph Laplacian","composite Lyapunov","exponential stability","LQR","spectral operator","nonlinear extension","AI systems","IEEE TAC","QTelli","craft dynamics","density field"],"createdAt":"2026-03-31T23:06:13.039Z","updatedAt":"2026-03-31T23:06:13.039Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"a28c1126-bd0d-4379-97f4-840d82a59292","title":"Master Appendix S.66–S.68: Unified Coherence-Governed Control Framework — EM Beam Governance, Navigation & Timing Dominance, Cislunar Time Consensus","category":"QTelli Control Theory / Appendix S","documentType":"paper","excerpt":"Master Appendix S.66–S.68 defining the unified mathematical framework for cislunar coherence-governed control. S.66: EM Beam Governance (FST loss function, QHI utility, QFEC resilience). S.67: Navigation & Timing Dominance (augmented state, timing coherence field, navigation error metric). S.68: Cislunar Time Consensus & Clock Voting (clock model, pairwise residuals, trust weights, consensus estimate, QEC-EJ epoch transition condition dΦ/dt<Φ_min).","tags":["Appendix S.66","Appendix S.67","Appendix S.68","EM beam governance","cislunar","navigation timing","clock voting","time consensus","QEC-EJ epoch transition","QHI utility","QFEC","FST loss","coherence field","Lyapunov","cascade suppression","conservation-bounded","QTelli"],"createdAt":"2026-03-31T23:06:13.006Z","updatedAt":"2026-03-31T23:06:13.006Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"7e35d989-cd31-4f52-94da-be4213a46563","title":"Coherence-Governed Distributed Control for Cislunar EM Allocation and Grid-Scale Compute Stability — Full Version with Formal Stability Proofs (Appendices A & B)","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Full version including Appendix A (formal Lyapunov stability proof: discrete Lyapunov condition, candidate V(δx)=δx^T P δx, V(δx_{t+1})−V(δx_t)=−δx_t^T Q δx_t<0 → global exponential stability) and Appendix B (Cascade Suppression Theorem: λ_max_eff=λ_max−α<1 → inter-zone cascade growth suppressed, geometric decay).","tags":["coherence-governed control","cislunar","EM allocation","grid-scale compute","cascade suppression theorem","Lyapunov stability proof","Appendix A","Appendix B","conservation-bounded redistribution","exponential stability","discrete Lyapunov","Byzantine resilience","100 GW","QTelli"],"createdAt":"2026-03-31T23:06:12.971Z","updatedAt":"2026-03-31T23:06:12.971Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"4ee741ec-38d1-4aab-a8c6-932d43a490b8","title":"Coherence-Governed Distributed Control for Cislunar EM Allocation and Grid-Scale Compute Stability (Draft, 2026-03-01)","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Formal technical draft of the coherence-governed distributed control framework for large-scale EM allocation and grid-scale compute systems. Covers rolling-horizon constrained optimisation, conservation-bounded redistribution, cascade suppression, interference field coupling, phase-drift stability metrics, thermodynamic scaling to 100 GW, and epoch-gated governance.","tags":["coherence-governed control","cislunar","EM allocation","grid-scale compute","rolling-horizon optimisation","cascade suppression","conservation-bounded redistribution","interference field","phase-drift","thermodynamic scaling","100 GW","epoch gating","distributed control","QTelli"],"createdAt":"2026-03-31T23:06:12.938Z","updatedAt":"2026-03-31T23:06:12.938Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"76a7849a-056c-4c6c-81de-16007a302c45","title":"Epochal Non-Convergence and Breakdown of Targetability: IEEE TAC Submission-Ready — Options A, B, C and Corollary (Presence Without Capture)","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"IEEE TAC-ready paper establishing three mechanisms for epochal non-convergence (stacked operator singular value collapse, observability Gramian degeneration, gauge non-identifiability) and deriving that presence does not imply targetability — a state can physically exist yet remain stably unreconstructable.","tags":["epochal non-convergence","targetability","singular value collapse","Gramian degeneration","gauge non-identifiability","inverse problems","Hadamard well-posedness","observability","presence without capture","Hilbert space operators","IEEE TAC","QTelli","ICA"],"createdAt":"2026-03-31T23:06:12.905Z","updatedAt":"2026-03-31T23:06:12.905Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"0e32b554-fc09-48d4-8865-f54929bf4f52","title":"Epochal Field Framework — Full IEEE TAC Expansion (A–D): Theorems A.1–D.1 with Formal Proofs","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Full IEEE TAC expansion of the Epochal Field Framework A–D blocks with explicitly numbered theorems and formal proofs. Theorem A.1 (Conservation Law via Noether), Theorem B.1 (No Internal Net Acceleration), Theorem C.1 (Energy Dissipation Bound), Theorem D.1 (Input–Output Decoupling) with Grönwall limit.","tags":["Epochal Field Framework","IEEE TAC","Theorem A.1","Theorem B.1","Theorem C.1","Theorem D.1","Noether theorem","conservation law","momentum conservation","propulsion","energy dissipation","boundary decoupling","interface stability","Grönwall","Lorentzian manifold","QTelli"],"createdAt":"2026-03-31T23:06:12.871Z","updatedAt":"2026-03-31T23:06:12.871Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"439e8b1f-75fc-4af4-9421-6fe5d01ba8f3","title":"Epochal Field Framework — Formal Derivation (A–D Blocks): Variational, Momentum, Energy-Flux, Boundary Decoupling","category":"QTelli Control Theory / Stability Architecture","documentType":"paper","excerpt":"Compact formal derivation of the four Epochal Field Framework blocks in IEEE TAC style. Establishes variational conservation of total stress–energy, momentum balance and propulsion constraints, energy-flux dissipation bound, and boundary/interface decoupling with ε-parameterised isolation.","tags":["Epochal Field Framework","variational formulation","stress-energy tensor","momentum conservation","propulsion constraints","energy-flux","damped wave","boundary decoupling","interface stability","Lorentzian manifold","Noether theorem","Lyapunov","IEEE TAC","QTelli"],"createdAt":"2026-03-31T23:06:12.775Z","updatedAt":"2026-03-31T23:06:12.775Z","author":"Ana Couper","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"Energy Systems","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"9b570313-040e-43dc-89c1-cae397e7c145","title":"QTelli Seismic Intelligence Platform — CQFI–FST Framework v1.1: Updated Empirical & Theoretical Integration (March 2026)","category":"QTelli Seismic Intelligence (CQFI-FST)","documentType":"paper","excerpt":"Earlier version (v1.1) of the CQFI-FST seismic whitepaper with updated theoretical and empirical integration. Reports 39 confirmed HITs, 0 MISSes, median lead time 4–6h, 100% spatial accuracy. Adds sub-threshold activity tracking (M2.5–3.9) as new finding.","tags":["CQFI-FST","seismic","v1.1","Field Substitution Theory","earthquake prediction","phase transition","39 HITs","sub-threshold","M2.5","lead time","spatial accuracy","geophysical monitoring"],"createdAt":"2026-03-31T22:56:38.000Z","updatedAt":"2026-03-31T22:56:38.000Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"62c592da-d3d2-4a7a-ad21-c44db9701699","title":"QTelli Seismic Intelligence Platform — Expanded White Paper: CQFI–FST Real-Time Seismic State Detection Framework v2.0 (March 2026)","category":"QTelli Seismic Intelligence (CQFI-FST)","documentType":"paper","excerpt":"Full expanded whitepaper for the QTelli CQFI-FST seismic platform v2.0. Covers theoretical foundations (FST and CQFI), system architecture, 39+ confirmed HITs with 0 MISSes, magnitude calibration correction (M=2.5+CQFI×1.0 replacing overestimating M=2.5+CQFI×1.5), lead-time analysis (avg 5.9h, median 4.7h), zone performance by category, silent zone testing, and true negative methodology.","tags":["CQFI-FST","seismic whitepaper","v2.0","Field Substitution Theory","Cosmic Quantum Field Intelligence","earthquake prediction","phase transition","magnitude calibration","lead time","silent zones","true negative","USGS","ionospheric","geomagnetic","39 HITs","tectonic zones"],"createdAt":"2026-03-31T22:56:37.968Z","updatedAt":"2026-03-31T22:56:37.968Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"e7b714c5-9521-4ac6-a044-a3d3064483db","title":"QTelli QIE System — Appendix Whitepaper: Law-Governed Intelligence, Kernel Equations, and Architectural Overview (26 March 2026)","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Internal research appendix and patent support document. Records the QIE law-governed intelligence system: kernel equation L=−cos(ΔΦ)·C_res+λS+μ(1−R), scoring function score=cos(Rt)·FAI·qNorm, Law I (N_peaks≈e^(0.78L+1.331)), Law II (Q·N≈2764), Reflection (Rt=0.23Z−0.157), and 4-layer architecture (Physics→Kernel→Routing→Adaptive Learning).","tags":["QIE","appendix whitepaper","law-governed intelligence","kernel equation","QFMM","harmonic kernel","adaptive feedback","multi-model routing","Law I","Law II","Reflection","N_peaks","FAI","qNorm","C_res","patent support"],"createdAt":"2026-03-31T22:56:37.933Z","updatedAt":"2026-03-31T22:56:37.933Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"61a8fe31-efd5-4e0e-9e93-0de8fb4e15f5","title":"QTelli CQFI-FST™ Report No. 1 — 23 March 2026: 84 Confirmed HITs, 0 MISSes, 100% Hit Rate","category":"QTelli Seismic Intelligence (CQFI-FST)","documentType":"test_result","excerpt":"Official QTelli seismic prediction report covering 18–23 March 2026. 84 confirmed HITs, 0 confirmed MISSes, 100% hit rate (within closed windows), average lead time 8.3 hours. All 84 hit entries logged with CQFI scores, predicted/verified timestamps, USGS event matches, and magnitude comparisons across 14 global tectonic regions.","tags":["CQFI-FST","seismic","Report No. 1","84 HITs","100% hit rate","USGS","tectonic","earthquake prediction","Pacific Ring of Fire","Mediterranean","Japan Trench","Himalayas","Indonesia","magnitude calibration","lead time","forward prediction","qtelliseismic"],"createdAt":"2026-03-31T22:56:37.900Z","updatedAt":"2026-03-31T22:56:37.900Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"48160601-3041-420d-b240-740c1c0d36d2","title":"Dictionary of Quantum and AI Models & Systems (2016–2025): Parts 1–2 (A–F)","category":"QTelli Technical Dictionary","documentType":"paper","excerpt":"Authoritative dictionary defining QTelli quantum and AI terminology from 2016–2025. Parts 1 (A–C) and 2 (D–F). Entries: AIHI (AI Human Integration Framework), BCL (Biofrequency Consent Ledger), CQFI (Cosmic Quantum Field Intelligence), DC (Dimensional Cognition), ERC (Epochal Resonance Coherence Framework), FST (Field Substitution Theory).","tags":["dictionary","quantum AI","AIHI","BCL","CQFI","Dimensional Cognition","ERC","FST","Field Substitution Theory","Cosmic Quantum Field Intelligence","Epochal Resonance","Biofrequency Consent","QFI","QFMM","Q-REL","2016-2025"],"createdAt":"2026-03-31T22:56:37.865Z","updatedAt":"2026-03-31T22:56:37.865Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"fb2c7dea-6a3b-4d69-8b52-62b7ab3492e7","title":"QFI with QFES Energy Optimization — Python Simulation Results","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Python script (9 lines) implementing the Quantum Fractal Internet (QFI) AI system with QFES Energy Optimization. Contains simulation output: QFES energy distribution across 15 nodes (Node_0 through Node_14+), all values in range 0.85–0.99, demonstrating high-energy-efficiency distribution across the network.","tags":["QFI","QFES","Quantum Fractal Internet","energy optimization","Python simulation","node distribution","energy distribution","AI system","Ana Couper"],"createdAt":"2026-03-31T22:56:37.834Z","updatedAt":"2026-03-31T22:56:37.834Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"03e8f04f-6730-49e3-a0f4-52e9b38f6b05","title":"QIE Session Record — Day 1: Analysis of Unified Stability Architecture Documents and Extraction of TAC-Ready Closure Lemmas","category":"QTelli Intelligence Engine (QIE)","documentType":"test_result","excerpt":"QIE session log recording the analysis of three Unified Stability Architecture documents (IEEE TAC-Style Extended, Master Document, Expanded Monograph) and the extraction of the three missing closure lemmas required for IEEE TAC submission: Lemma P (admissibility/point-evaluation for ODE–PDE coupling), Lemma G (semigroup generator and decay), and Lemma SG (explicit small-gain condition).","tags":["QIE session","Day 1","Unified Stability Architecture","IEEE TAC","closure lemmas","Lemma P","Lemma G","Lemma SG","ODE-PDE network","semigroup","small-gain","Lyapunov","admissibility","point-evaluation","exponential stability","TAC review","craft dynamics","density field","coherence shell","network layer"],"createdAt":"2026-03-31T22:56:37.803Z","updatedAt":"2026-03-31T22:56:37.803Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Energy/Seismic","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"af547d84-190f-405d-b4a5-8f5e35ce7582","title":"NZ Provisional Patent 831501: Self-Evolving Field-Based Computational System with Adaptive Parameter and Structural Learning","category":"IPONZ Provisional Patent — QTelli Energy Division","documentType":"paper","excerpt":"IPONZ provisional patent application filed 27 March 2026. Covers the self-evolving field-based computational architecture with adaptive parameter and structural learning — the autonomous adaptation layer of QTelli systems.","tags":["IPONZ","provisional patent","NZ Patent 831501","self-evolving","field-based computation","adaptive parameter learning","structural learning","WIPO DAS","ICT"],"createdAt":"2026-03-31T22:56:37.770Z","updatedAt":"2026-03-31T22:56:37.770Z","author":"Anne-Marie Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Applicant/Agent","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"}]},{"id":"a9a731d0-e619-49b4-b618-58fcfa615369","title":"NZ Provisional Patent 831500: QTELLI ADAPTIVE FIELD-STATE ROUTING ENGINE (QHE-Core)","category":"IPONZ Provisional Patent — QTelli Energy Division","documentType":"paper","excerpt":"IPONZ provisional patent application filed 27 March 2026. Covers the QHE-Core adaptive field-state routing engine — the core hardware/software architecture for field-state aware routing in QTelli systems.","tags":["IPONZ","provisional patent","NZ Patent 831500","QHE-Core","adaptive field-state routing","routing engine","WIPO DAS","ICT"],"createdAt":"2026-03-31T22:56:37.735Z","updatedAt":"2026-03-31T22:56:37.735Z","author":"Anne-Marie Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Applicant/Agent","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"}]},{"id":"8d651e67-5d31-447e-8d02-d0bfd7f379de","title":"NZ Provisional Patent 831434: System and Method for Harmonic Field-Based Computation, Signal Processing, and Physical System Control","category":"IPONZ Provisional Patent — QTelli Energy Division","documentType":"paper","excerpt":"IPONZ provisional patent application filed 25 March 2026. Covers the core harmonic field-based computation, signal processing, and physical system control methods underlying QTelli's FST, CQFI, QFI, and QFMM frameworks.","tags":["IPONZ","provisional patent","NZ Patent 831434","harmonic field computation","signal processing","physical system control","FST","CQFI","QFI","QFMM","WIPO DAS","ICT"],"createdAt":"2026-03-31T22:56:37.702Z","updatedAt":"2026-03-31T22:56:37.702Z","author":"Anne-Marie Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Applicant/Agent","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"}]},{"id":"15893ec1-32f6-4556-a995-1501ee31146f","title":"NZ Provisional Patent 831426: System and Method for Temporal Signal Modulation using Structured Switching Sequences [QIE-SC-01 / QIE-IN-01]","category":"IPONZ Provisional Patent — QTelli Energy Division","documentType":"paper","excerpt":"IPONZ provisional patent application filed 25 March 2026. The core QIE patent covering temporal signal modulation via structured switching sequences — the basis for epoch-keyed mediation, QEC-EJ cryptographic proofs, and the stability closure [QIE-SC-01] and inverse limits [QIE-IN-01] referenced across the QTelli technical corpus.","tags":["IPONZ","provisional patent","NZ Patent 831426","temporal signal modulation","structured switching sequences","QIE-SC-01","QIE-IN-01","epoch-keyed","stability closure","inverse limits","QEC-EJ","WIPO DAS","ICT"],"createdAt":"2026-03-31T22:56:37.666Z","updatedAt":"2026-03-31T22:56:37.666Z","author":"Anne-Marie Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Applicant/Agent","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"}]},{"id":"cd35d4a1-510b-4481-bd77-a277ebdd04fd","title":"NZ Provisional Patent 831388: System and Method for Detecting Geophysical State Transitions using Multi-Source Signal Analysis","category":"IPONZ Provisional Patent — QTelli Energy Division","documentType":"paper","excerpt":"IPONZ provisional patent application filed 24 March 2026. Covers the QTelli Seismic Intelligence System's method for detecting geophysical state transitions via multi-source signal analysis (electromagnetic, ionospheric, geomagnetic, subsurface stress) underpinning the CQFI-FST seismic prediction platform.","tags":["IPONZ","provisional patent","NZ Patent 831388","geophysical state transitions","multi-source signal analysis","seismic","CQFI","FST","QTelliseismic","WIPO DAS","ICT","electromagnetic","ionospheric"],"createdAt":"2026-03-31T22:56:37.589Z","updatedAt":"2026-03-31T22:56:37.589Z","author":"Anne-Marie Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Applicant/Agent","holder":"QTELLI (ENERGY DIVISION) LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"}]},{"id":"997c43bc-2bdf-44fb-a75c-40f802298dcc","title":"OCTI Contract Layer: Certified Runtime Governance for Sovereign Transformer Systems (AMD Judson Complete Version)","category":"OCTI AI Systems","documentType":"paper","excerpt":"Complete standalone version of the OCTI Contract Layer paper (sections 1–14 + appendices). Includes full runtime assurance architecture, attestation and sovereign verification, distributed coordination under contract, evaluation plan, grounded/boundary/speculative status distinctions, 4-stage implementation roadmap, and Appendix A PolicyManifest/RuntimeStatus schemas.","tags":["OCTI","contract layer","AMD Judson","runtime assurance","monitor layer","decision layer","evidence layer","recovery layer","attestation","sovereign verification","distributed coordination","evaluation plan","roadmap","CBF","control barrier functions","constrained MPC","temporal-logic contracts","PolicyManifest","RuntimeStatus","safe RL","speculative status","QFI","QTelli","complete version"],"createdAt":"2026-03-31T22:50:08.166Z","updatedAt":"2026-03-31T22:50:08.166Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"6f1734b8-c7ae-4dc5-bb14-2f15e7ddbd87","title":"OCTI Contract Layer: Proof-Carrying Regulatory Interfaces for Stable, Adaptive, and Sovereign Transformer Systems — Journal-Style Paper Scaffold","category":"OCTI AI Systems","documentType":"paper","excerpt":"Journal-style paper scaffold for the OCTI Contract Layer, drafted as Introduction, Related Work, and Formal Model (Contract). Positions the contract as a proof-carrying, runtime-verified assume–guarantee interface between W* and R/M with explicit admissible input sets, spectral budgets, control barrier functions, and attestable certificates.","tags":["OCTI","contract layer","journal paper","proof-carrying","assume-guarantee","ISS","Lyapunov","spectral stability","control barrier functions","Theorem 1","Theorem 2","meta-theorem","sovereign connectivity","Byzantine-trimmed","QFI","QTelli","paper scaffold","attestation","secure consensus","transformer regulation"],"createdAt":"2026-03-31T22:50:08.134Z","updatedAt":"2026-03-31T22:50:08.134Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"75518418-c571-4e31-9288-38e15df236fa","title":"OCTI Contract Layer: Certified Runtime Governance for Sovereign Transformer Systems (Full Primary Paper)","category":"OCTI AI Systems","documentType":"paper","excerpt":"Full primary paper defining the OCTI Contract Layer as the runtime governance boundary that converts OCTI's control-theoretic foundations into operationally certifiable sovereign AI. Covers all 14 sections, appendices, and extended treatment of every subsystem. Dual-layer architecture: fixed structural weights W* + bounded runtime regulatory layer R/u(t), governed by a proof-carrying contract interface.","tags":["OCTI","contract layer","sovereign AI","runtime governance","Lyapunov","ISS","H∞","Byzantine consensus","spectral constraints","transformer","nonlinear control","bounded control","attention modulation","routing","certificate bundle","PolicyManifest","RuntimeStatus","attestation","fail-safe","QFI","QTelli","primary paper"],"createdAt":"2026-03-31T22:50:08.100Z","updatedAt":"2026-03-31T22:50:08.100Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"30d1ca78-f81b-4d3d-b3c9-0631fd85e16e","title":"OCTI Citations & References: In-Text Citation Keys, Reference List, and Citation Map for the OCTI Corpus","category":"OCTI AI Systems","documentType":"paper","excerpt":"Canonical reference document for the OCTI corpus. Defines 10 citation keys ([OATI], [OATW], [OCTI-XD], [OCTI-SD], [OAT-EXT], [OAT-EXT2], [OAT-HBG], [OAT-COMP], [OAT-SIM], [OCTI-HYB]) and provides a citation map with sentence-level supports for use in journal publications.","tags":["OCTI","citations","references","citation keys","OATI","OATW","OAT-EXT","OAT-HBG","OAT-COMP","OAT-SIM","OCTI-XD","OCTI-SD","OCTI-HYB","citation map","sovereign AI","runtime governance","QFI","QTelli"],"createdAt":"2026-03-31T22:50:08.002Z","updatedAt":"2026-03-31T22:50:08.002Z","author":"Anne-Marie D Judson (Ana Couper)","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"96cf9307-1101-4368-ba42-b0604021b462","title":"Code & Software Assets + Q-HFPS Appendices + Appendix-S (S.54/S.66/S.67/T.01) + Licensing Registers (481–560): Corpus Integration, Cross-Reference Graph, and Stability/Observability Interface","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Integrates code/software asset registers, Q-HFPS symbol table and equations appendices, Appendix S.54/S.66/S.67/T.01, and Licensing Registers 481–560 as a two-layer stack: implementation/licensing inventory and theorem/doctrine replacement layer. Defines the interface between forward control spine and inverse/observability replacement spine.","tags":["code assets","software assets","Q-HFPS","Appendix A","Appendix B","Field Substitution","coherence shell","S.54","S.66","S.67","T.01","licensing registers","481-560","Ethics Governor","Attribution Engine","Epochal Ledger","dependency graph","QFI dependency","corpus integration","presence without capture","epochal observability","sovereign licensing"],"createdAt":"2026-03-31T22:44:54.603Z","updatedAt":"2026-03-31T22:44:54.603Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"e7b9563d-07e1-4ec2-8b03-31582c87837c","title":"Bounded Intelligence vs Unbounded Transcendence: Completed Theorem Layer with Bridge Theorem, Domination Hypothesis, and Product Translation Note","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Completed theorem paper closing the forward-stability gap via the domination hypothesis γμ<η, establishing the main Bridge Theorem 8.1 (Dynamic Non-Identifiability Under Stabilised Evolution) with four enforcement routes, and providing the product translation table mapping theorem objects to measurable SaaS evaluation quantities.","tags":["bounded intelligence","unbounded transcendence","bridge theorem","domination hypothesis","dynamic non-identifiability","kernel persistence","gauge persistence","singular-value collapse","Gramian degeneration","Theorem 8.1","ICA operator","reviewer-safe","product translation","cross-epoch separation","epoch-inference advantage","equivalence ambiguity","utility floor","Lyapunov","forward stability"],"createdAt":"2026-03-31T22:44:54.569Z","updatedAt":"2026-03-31T22:44:54.569Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"7f929d22-6efa-44e8-ac7a-3809952762c9","title":"ICA Shield v2 — README: Production-Oriented Starter for Epoch-Keyed Equivalence-Class Output Mediation","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"README for the ICA Shield v2 production monorepo. Defines package structure (apps/api Express, apps/web Next.js, packages/shared, db/schema.sql) and pnpm build/run commands.","tags":["ICA Shield","v2","README","monorepo","Express","Next.js","pnpm","Postgres DDL","epoch-keyed","equivalence class"],"createdAt":"2026-03-31T22:44:54.535Z","updatedAt":"2026-03-31T22:44:54.535Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"4d08b59b-05a9-451c-a68f-b6c086bb67fd","title":"Epoch Law and Adversary Class: Formal Delimitation of Inverse Reconstruction Under Epoch-Authorised Coupled ODE–PDE–Network Dynamics","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Formalises epoch law (keyed deterministic, hidden Markov, adversary-responsive) and adversary class (stationary surrogates H, epoch estimators H_τ, time-varying surrogates H_tv), proves three inverse-reconstruction theorems, and establishes exponential stability with explicit decay rate η. Shows no time-invariant inverse can be learned under keyed/hidden epoch processes, and time-varying inversion fails under epoch non-identifiability.","tags":["epoch law","adversary class","PRF","hidden Markov","stationary surrogates","time-varying surrogates","quotient reconstructability","inverse reconstruction","ODE-PDE network","small-gain","admissibility","semigroup","exponential stability","non-stationary inversion","epoch authority","NZ Patent 831426","QIE-IN-01"],"createdAt":"2026-03-31T22:44:54.502Z","updatedAt":"2026-03-31T22:44:54.502Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"9ae71707-87d2-4b93-a28b-385f1dbbd5fc","title":"Inverse-Causal Stabilisation with Epoch-Segmented Field Couplings: Cross-Domain CQFI Integration of Cosmological Phase Reset, Resonant Cryptography, and Coupled ODE–PDE–Network Stability","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Extends the coupled stability–inverse synthesis to an expanded CQFI/QFI/QFMM/FST document set covering cosmology, cryptography, communication, geophysics, and thermodynamics. Proves exponential stability with explicit decay rate η, establishes three inverse-problem theorems (singular-value collapse, Gramian degeneration, gauge non-identifiability), and derives epoch-segmented parameter reset as bounded switching.","tags":["inverse-causal stabilisation","CQFI","QFI","QFMM","FST","epoch segmentation","Lyapunov semigroup","exponential stability","singular-value collapse","Gramian degeneration","gauge non-identifiability","ODE-PDE network","small-gain","admissibility","collapse-gated","bounded switching","QEC-EJ","Spacetime Cryptography","LRC-Net","NZ Patent 831426"],"createdAt":"2026-03-31T22:44:54.471Z","updatedAt":"2026-03-31T22:44:54.471Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"34aa740d-2100-4d50-9494-e59df20e7ace","title":"ICA Shield: Ranked Model Architecture with Two-Loop Synchronous/Asynchronous Integration Pattern","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Ranks the 7 deployable subsystem models for ICA Shield by impact on stability and leakage control, and specifies the synchronous (request→response) and asynchronous (learning/abuse) two-loop integration pattern with Redis and Postgres store assignments.","tags":["ICA Shield","two-loop","synchronous","asynchronous","ranked models","EC encoder","orbit_mask","equivalence_map","policy engine","host-model router","constraint verifier","budget estimator","anomaly model","Redis","Postgres","Stripe","Theorem 8.1","Theorem 5.2"],"createdAt":"2026-03-31T22:44:54.437Z","updatedAt":"2026-03-31T22:44:54.437Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"992d64d7-c2ed-44be-8da9-424e43937866","title":"Appendix S Corpus Integration for QTelli Sovereign Systems: Product-State Stability, Epoch Governance, and Inverse-Targeting Replacement Across S.54–S.68a and S.xx","category":"QTelli Intelligence Engine (QIE)","documentType":"paper","excerpt":"Integrates and cross-indexes Appendix S documents (S.54–S.68a and S.xx) into the QTelli corpus. Covers dependency order QFI→CQFI→QFMM→FST→Q-REL→S.66→S.67→T.01, cislunar beam governance, navigation/timing dominance (S.67), clock voting/time consensus (S.68), epochal non-convergence, and the evaluator assurance case.","tags":["Appendix S","S.54","S.66","S.67","S.68","T.01","epoch governance","cislunar","beam governance","navigation timing dominance","clock voting","time consensus","presence without capture","epochal non-convergence","inverse targeting","QFI dependency","assurance case","evaluator pack","civil pilot"],"createdAt":"2026-03-31T22:44:54.404Z","updatedAt":"2026-03-31T22:44:54.404Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"f7fffd38-87e7-4e9d-b03b-c13a3e0d7eba","title":"ICA Dynamic Non-Identifiability v2: Extended Architecture Analysis, Model Selection & Stack Evaluation","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Extended version of the high-phase production architecture analysis. Adds detailed technical evaluation of each model choice, identifies four remaining gaps before production-hardness, specifies SimHash limitations requiring judge confirmation, and adds cross-epoch comparability rules for centroid carry-forward.","tags":["ICA Shield","dynamic non-identifiability","v2","architecture evaluation","SimHash","pgvector","centroid distance","EC membership","cross-epoch comparability","budget semantics","anomaly feedback","production hardness","judge confirms","high-phase"],"createdAt":"2026-03-31T22:44:54.371Z","updatedAt":"2026-03-31T22:44:54.371Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"b97a461e-9d46-46bc-907e-9e1b62e28bc7","title":"ICA Dynamic Non-Identifiability: High-Phase Production Architecture for ICA Shield","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Selects the high-phase, production-ready stack for operationalising ICA's dynamic non-identifiability: pgvector-backed EC hashing with deterministic SimHash, a three-stage constraint judge cascade, and an online anomaly loop mixing EWMA/CUSUM with LSTM/TCN. Redis handles hot-loop state; Postgres/pgvector handles durable facts, embeddings, audit, and budgets.","tags":["ICA Shield","dynamic non-identifiability","pgvector","SimHash","Redis","Postgres","EC hashing","EWMA","CUSUM","LSTM","TCN","LightGBM","bge-m3","Llama Guard","orbit_mask","equivalence_map","production architecture","high-phase","hot loop","audit"],"createdAt":"2026-03-31T22:44:54.285Z","updatedAt":"2026-03-31T22:44:54.285Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"eccf72ce-7729-4530-89f6-53eba3c658d1","title":"ICA Shield SaaS Product — v5: QFI/CQFI/QFMM Synthesis, Market Analysis & Commercial Strategy","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Extends v4 with deep QFI/CQFI/QFMM theoretical synthesis, final system classification, sovereign AI and defence market analysis ($5M-$100M+ contracts), product deployment architecture, and complete revenue model.","tags":["ICA Shield","SaaS","inverse causal architecture","probe detection","equivalence mapping","non-identifiability","AI shielding","policy engine","shield modes","passive","adaptive","hardened","QIE","presence without capture","React","Express","TypeScript","v5","QFI","CQFI","QFMM","market analysis","sovereign AI","defence","commercial strategy","epoch-keyed quotient observable","revenue model","deployment modes","evaluation endpoints"],"createdAt":"2026-03-31T22:38:08.204Z","updatedAt":"2026-03-31T22:38:08.204Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"c1d488c6-4412-4993-97e4-34bd8cabf169","title":"ICA Shield SaaS Product — v4: Formal Evaluation Procedure & Mode-Identification Resistance","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Extends v3 with a complete 6-step formal evaluation procedure, mode-identification resistance test specification, data collection protocol, feature construction, accuracy measurement, and decision criteria.","tags":["ICA Shield","SaaS","inverse causal architecture","probe detection","equivalence mapping","non-identifiability","AI shielding","policy engine","shield modes","passive","adaptive","hardened","QIE","presence without capture","React","Express","TypeScript","v4","evaluation procedure","mode-identification resistance","ARI","cross-epoch","feature construction","adversary class","accuracy measurement","clustering"],"createdAt":"2026-03-31T22:38:08.173Z","updatedAt":"2026-03-31T22:38:08.173Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"f6b84312-662a-4aa6-8930-bbc80a4a6352","title":"ICA Shield SaaS Product — v3: Updated Core Claim & Theory-to-Software Mapping","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Extends v2 with the reviewer-safe updated core claim, complete theory-to-software alignment table (VII-IX), and exact specification of what must change in the codebase to enforce non-identifiability.","tags":["ICA Shield","SaaS","inverse causal architecture","probe detection","equivalence mapping","non-identifiability","AI shielding","policy engine","shield modes","passive","adaptive","hardened","QIE","presence without capture","React","Express","TypeScript","v3","core claim","theory-software mapping","Lyapunov","epoch rotation","non-injective","non-stationary","red-team"],"createdAt":"2026-03-31T22:38:08.138Z","updatedAt":"2026-03-31T22:38:08.138Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"12634da2-36a7-4c2b-8c5e-76418b90cf7c","title":"ICA Shield SaaS Product — v2: Non-Identifiability Formalization & Epoch-Keyed Theory","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Extends v1 with formal non-identifiability theory, epoch-keyed transformation design, falsifiable test design, and three structured interpretations (A: engineering-valid, B: theory-aspirational, C: speculative).","tags":["ICA Shield","SaaS","inverse causal architecture","probe detection","equivalence mapping","non-identifiability","AI shielding","policy engine","shield modes","passive","adaptive","hardened","QIE","presence without capture","React","Express","TypeScript","v2","non-identifiability","epoch-keyed","falsifiable test","interpretations","theory formalization","Γ_τ","attacker model"],"createdAt":"2026-03-31T22:38:08.107Z","updatedAt":"2026-03-31T22:38:08.107Z","author":"Anne-Marie D Judson","versionLabel":null,"isVerified":false,"licenseHolders":[{"type":"IP Owner","holder":"ANA COUPER LIMITED"},{"type":"Legal Access","holder":"QTELLI (LEGAL DIVISION) LIMITED"},{"type":"Distribution","holder":"QTELLI (LICENSING DIVISION) LIMITED"},{"type":"AI Systems","holder":"QTELLI LIMITED"},{"type":"Cryptography","holder":"HER CRYPTO LIMITED"},{"type":"Research","holder":"QTELLI (LABS R&D) LIMITED"}]},{"id":"10bc5f61-6695-4e8d-a1ff-e2d26ed08d25","title":"ICA Shield SaaS Product — v1: Core Architecture & Full-Stack Implementation","category":"QTelli Intelligence Engine (QIE)","documentType":"program","excerpt":"Initial full-stack SaaS implementation of ICA Shield. 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