Toward ABS-1.1: A Specification for Constraint-Induced Structural Integrity Metrics and the Tourniquet Effect Hypothesis

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Authors: S.T. Wang
Cited by: 2
References: 2

Abstract

ABS-1.1 extends the Attractor Behavior Scoring framework (ABS v1.0) by adding eight metrics targeting both positive constraint-induced structural gain and structural integrity under adversarial pressure. It introduces the Constraint Gain Module (Delta-Retention, Structure Drift, False Order Risk, Framework Overfit) and Structural Integrity Module (Structural Validity, Conflict Density Tolerance, Pollution Resistance, Latent Structure Retention). Pilot evidence from four-round closed-loop experiments (EXP-050) supports the Tourniquet Effect hypothesis: constrained outputs maintain structural integrity under pressure better than unconstrained outputs. This record is part of the Sangzi Wang Generative Behavior Science / Model Behavior Observatory research series. Single-experimenter observations; Claim ceiling V1–V2.

Fields of Study & Subjects

Human-Automation Interaction and Safety Military Defense Systems Analysis Evacuation and Crowd Dynamics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
8 May 2026
Language
EN
Document type
Preprint