Mark Charles McLaughlin

Toward a Minimal Addressed Operator for Sequential Inquiry: Factorisation, Readdressing, and Recursive Scale Handoff in MKUFT

This preprint asks whether, after domain-specific objectives, mechanisms, and representations are stripped away, a clean sequential inquiry process admits a representation-independent addressed factorisation. Extracted from the published MKUFT/ATLD/ARTA lineage, the candidate con...

Toward a Minimal Addressed Operator for Sequential Inquiry: Factorisation, Readdressing, and Recursive Scale Handoff in MKUFT

This preprint asks whether, after domain-specific objectives, mechanisms, and representations are stripped away, a clean sequential inquiry process admits a representation-independent addressed factorisation. Extracted from the published MKUFT/ATLD/ARTA lineage, the candidate con...

Future-Splitting State Recruitment in History-Dependent HCP Magnesium Mechanics: A Minimum-Decisive Prospective Protocol for State Sufficiency, Probe Selection, and Mechanism Localisation

This preprint specifies a minimum-decisive prospective experimental protocol for testing the Future-Sufficient Address Invariant / Future-Splitting State Recruitment (FSAI/FSSR) family in history-dependent HCP magnesium mechanics, using AZ31/AZ31B as the default reference system....

Cross-Domain Compositional Schema: Future-Sufficient Interfaces, Load-Bearing Relations, and Preserve-or-Reopen Reuse

Version 0.4 carries the previously open tetrahedral/Bell branch through an explicit mathematical formalisation. It separates a four-context indexing simplex and Boolean restriction lattice from the Bell-native tetrahedral CHSH facets in R^4, formalises sign-to-context semantic at...

Active Traversal and Load-Bearing Dependency II (ATLD 2): Residual Coordinate Identification and Self-Auditing Matched-Control Evaluation for Long-Horizon AI Systems

Active Traversal and Load-Bearing Dependency (ATLD) v1.0 introduced a matched-control protocol for testing whether meaningful typed dependency architecture and active recursive traversal contribute causal functional gain beyond the same content presented through flat, isolated, s...

Future-Splitting State Recruitment

History-dependent dynamical systems are commonly modelled by augmenting observable state with latent or internal variables. Modern methods can learn such variables, select latent dimension, impose thermodynamic structure, and optimise experiments for parameter identifiability; pr...

MKUFT — A Relational Architecture for Physical Law and Cross-Scale Dynamics

MKUFT is an evolving research programme for analysing how possibility, relational constraint, physical dynamics, measurement, history, and scale-specific description fit together. This publication presents the current principal MKUFT architecture: a typed S–I–P–O framework in whi...