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United States Department of Labor
Recent research
- Society & EconomicsOpen access
This release presents Generative Structural Theory v1.12. For one fixed certified eight-rank instance, the paper gives a complete, UNKNOWN-free P-TEXT classification of all 7,616 provenance–rank cells. Of these cells, 7,548 are satisfiable and 68 are unsatisfiable. Every satisfia...
- Society & EconomicsOpen access
This release presents Generative Structural Theory v1.12. For one fixed certified eight-rank instance, the paper gives a complete, UNKNOWN-free P-TEXT classification of all 7,616 provenance–rank cells. Of these cells, 7,548 are satisfiable and 68 are unsatisfiable. Every satisfia...
- Society & EconomicsOpen access
生成構造理論v1.11は、認証されたn=6の円錐インスタンスにおいて、選択に依存しない有限の障害を確立します。 論文では、プロベナンスθ408において、ポリシーに整合したランク9の選択が存在しないことを証明している。障害は、応答が選択される前のランク9シードデータによって固定される。すなわち、...
- Society & EconomicsOpen access
Version v1.10.1 corrects four causal-attribution statements across three source locations in v1.10. The fatal rank-9 load is generated by the rank-9 seeds and forced propagation, not by routing through the pre-existing entries of the named rank-8 map. Theorem 7.2, its proof, cert...
- Society & EconomicsOpen access
Version v1.10.1 corrects four causal-attribution statements across three source locations in v1.10. The fatal rank-9 load is generated by the rank-9 seeds and forced propagation, not by routing through the pre-existing entries of the named rank-8 map. Theorem 7.2, its proof, cert...
- Engineering & TechnologyOpen access
Generative Structural Theory v1.7 extends the threshold domain from the non-negative half-line to the full real line while retaining non-negative relation strengths. For a finite sector set and a relation-strength function R: Π → ℝ≥0, the strict threshold cut is Eε = {(P,Q) ∈ Π :...
- AI & ComputingOpen access
Generative Structural Theory v1.6: Complete Classification of Event-Flag Non-Implications
Generative Structural Theory v1.6 gives complete realizability classifications for cut-flag states and event-flag states in finite non-negative relation-strength models. For a strict threshold cut Eε = {(P,Q) : P ≠ Q and R(P,Q) > ε}, the eight cut flags reduce to four coordinates...
- AI & ComputingOpen access
Generative Structural Theory v1.6: Complete Classification of Event-Flag Non-Implications
Generative Structural Theory v1.6 gives complete realizability classifications for cut-flag states and event-flag states in finite non-negative relation-strength models. For a strict threshold cut Eε = {(P,Q) : P ≠ Q and R(P,Q) > ε}, the eight cut flags reduce to four coordinates...
- Physics & SpaceOpen access
This preprint provides the final closure report for the Gravitational Manipulation Theory v3.1 H3–H6 program. It consolidates the externally fixed pre-registration, operational-freeze, execution, replication, audit, and status-closure records into a self-contained account of the...
- Physics & SpaceOpen access
This preprint provides the final closure report for the Gravitational Manipulation Theory v3.1 H3–H6 program. It consolidates the externally fixed pre-registration, operational-freeze, execution, replication, audit, and status-closure records into a self-contained account of the...
- AI & ComputingOpen access
GMT v3.0 presents an auditable mechanism-verification architecture for sealed and reproducible physics workflows. It defines a controlled sequence for package admission, model freeze, trust-root authorization, deterministic execution, checkpoint protection, adjudication, provenan...
- Physics & SpaceOpen access
This record contains the full preprint, figures, tables, and reproducibility package for GMT v2.9 Rev.P, a pre-registered identification study examining whether the channel-number index n_chan constitutes a recoverable operator-complexity coordinate or instead acts as a proxy abs...
- AI & ComputingOpen access
HELM (Hyperbolic Embedding with Langevin Manifolds) is a layered routing architecture for networks where topology and traffic both change faster than conventional protocols comfortably assume. It combines three separable layers: a geometric forwarding layer that selects between h...
- Physics & SpaceOpen access
Gravitational Manipulation Theory v2.4 — Apparatus-Space Scaling of Information Sufficiency
Gravitational Manipulation Theory (GMT) v2.4 extends the information-sufficiency program from a finite three-class robustness test to a pre-registered apparatus-design space. GMT v2.2 established, for a single Controlled Synthetic Apparatus (CSA), operator sufficiency at (L^*{\ma...
- Physics & SpaceOpen access
Gravitational Manipulation Theory v2.4 — Apparatus-Space Scaling of Information Sufficiency
Gravitational Manipulation Theory (GMT) v2.4 extends the information-sufficiency program from a finite three-class robustness test to a pre-registered apparatus-design space. GMT v2.2 established, for a single Controlled Synthetic Apparatus (CSA), operator sufficiency at (L^*{\ma...
- Engineering & TechnologyOpen access
Gravitational Manipulation Theory v2.5 — Range-Regime Scaling of Information Sufficiency
Gravitational Manipulation Theory (GMT) v2.5 — Range-Regime Scaling of Information Sufficiency GMT v2.5 extends the reconstruction-information sufficiency framework of GMT v2.4 from apparatus-design space to the joint apparatus × interaction-range domain. The interaction range is...
- Physics & SpaceOpen access
GMT v2.2 established, for a single Controlled Synthetic Apparatus (CSA), a minimum record for reconstructing a precision-force constraint: operator sufficiency at L*_operator = I2 and a minimum sufficient set I_min = I4. That result was representative-class and was explicitly not...
- Physics & SpaceOpen access
Gravitational Manipulation Theory (GMT) v1.9 tests whether the cross-experiment constraint structure established in GMT v1.7–v1.8 depends on the choice of screening model. GMT v1.7 made the screened-scalar constraint pipeline computationally reproducible, and GMT v1.8 reconstruct...
- Physics & SpaceOpen access
Gravitational Manipulation Theory v2.0 — Model-Native Constraint Reconstruction Across Screening Mechanisms Version 2.0 advances the GMT program from the fixed-mapping “surface swap” tests of v1.9 to a fully model-native reconstruction framework. Each screened-scalar mechanism is...
- Physics & SpaceOpen access
Gravitational Manipulation Theory (GMT) v1.8 completes the transition of the GMT constraint pipeline from legacy-dependent reconstruction to a fully physics-native and reproducible framework. GMT v1.7 removed the legacy grid-generation dependency and reconstructed the two-body mu...