Capgemini (Netherlands)

Redundancy and conditional dependence in per-history radiolytic counts

A preregistration, deposited before any confirmatory production run under the protocol it specifies, for an information-theoretic analysis of per-history fluctuations in Monte Carlo water radiolysis (OpenTOPAS / TOPAS-nBio, Geant4-DNA IRT chemistry). The data matrix has one row p...

Contract-Gated Self-Modification: A Deterministic Symbolic Substrate for Bounded Structural Adaptation

Autonomous artificial intelligence is dominated by the autoregressive transformer, a fixed matrix of weights that generates output by statistical continuation. Scaling that model does not by itself supply a formal certificate of the properties autonomous operation requires: an in...

CTMinfo: Comparative Analysis of Predecessor Systems and Criteria for the Existence of a Full Architectural Analogue

This paper presents a comparative analysis of CTMinfo and existing international standards, classification systems, master data systems, and ontological infrastructures. It examines whether any previously implemented system constitutes a complete architectural analogue of CTMinfo...

Observer Observability: Interim postulates for a systemic theory of algorithmic agency Creator

This interim research communication presents the HibriMind postulates on Observer Observability. It argues that contemporary artificial intelligence can no longer be adequately observed only at the level of model architecture, textual output, benchmark performance, or declared pr...

Observer Observability: Interim postulates for a systemic theory of algorithmic agency Creator

This interim research communication presents the HibriMind postulates on Observer Observability. It argues that contemporary artificial intelligence can no longer be adequately observed only at the level of model architecture, textual output, benchmark performance, or declared pr...

Steering a Frozen Model: Two Hard Limits

One way to enforce a policy on a model, without retraining it, is to steer the model's internal activations as it runs; the motivating application is language-model safety. Because the policy is not part of the weights, it can be revised or replaced without updating them, and one...

Trust Readiness Before Judgment (TRBJ): Frozen Seed and Open Research Invitation — Version 1.0

Trust Readiness Before Judgment (TRBJ) is an open research proposition concerning the conditions that should be ready before a consequential judgment is relied upon. This Version 1.0 freezes a lightweight 4+1 reference structure: Boundary, Definition/Calibration, Rule/Factor, Evi...

Trust Readiness Before Judgment (TRBJ): Frozen Seed and Open Research Invitation — Version 1.0

Trust Readiness Before Judgment (TRBJ) is an open research proposition concerning the conditions that should be ready before a consequential judgment is relied upon. This Version 1.0 freezes a lightweight 4+1 reference structure: Boundary, Definition/Calibration, Rule/Factor, Evi...

Prediction of cardiovascular disease by using a genetic algorithm over a stacked ensemble model

A two-layer customized ensemble model is suggested in this work to improve the prediction accuracy of cardiovascular disease. Two ensemble classifiers are stacked as part of the model architecture. While Support Vector Machine (SVM) and Decision Tree (DT) are used as base learner...

A Zero-Parameter Derivation of Standard Model Parameters, Cosmology, and Planck-Scale Gravity from Torus Knot Topology on T³

The Standard Model of particle physics contains twenty-five empirical parameters (three gauge couplings, six quark masses, three charged lepton masses, three neutrino masses, four CKM mixing parameters, four PMNS mixing parameters, the Higgs mass, and the Higgs vacuum expectation...

Structural Completeness of the Torus-Knot Framework: The Standard Model and Gravity from T3 Topology

We present the consolidated programme of the Unified Quantum Gravity Architectural Framework (UQGAF), in which fundamental particles are modelled as coprime torus knots T(P, Q) on a three-torus vacuum manifold T³ = S¹ × S¹ × S¹ embedded in S³ ≅ SU(2). From this single geometric p...

Structural Completeness of the Torus-Knot Framework: The Standard Model and Gravity from T3 Topology

We present the consolidated programme of the Unified Quantum Gravity Architectural Framework (UQGAF), in which fundamental particles are modelled as coprime torus knots T(P, Q) on a three-torus vacuum manifold T³ = S¹ × S¹ × S¹ embedded in S³ ≅ SU(2). From this single geometric p...

The Telephone AI Paradox: How Voice Agents Can Help Counter Unwanted Telemarketing Through Role-Based Automation, Transparency, and Governance

Unwanted telemarketing calls are a persistent source of consumer frustration and a legally regulated issue in Germany. At first glance, the idea of addressing this problem with AI-based voice technology appears contradictory: why should an automated caller help restore trust in a...