LOGIQ+ — Cognitive Diagnostic Assistant (TRL-8 Candidate) Version: 1.1 Date: December 01, 2025 Author: Anne Povie (Independent Research) Related DOI: 10.5281/zenodo.17770976 Abstract LOGIQ+ is a research-grade cognitive diagnostic system that leverages a dual-engine architecture—semantic and non-semantic—to generate detailed, scientifically interpretable cognitive profiles. Based on the Skopein AI framework, LOGIQ+ integrates linguistic and symbolic reasoning with fractal and topological modeling to provide probabilistic assessments across cognitive, psychological, and sociological dimensions. This white paper outlines the theoretical framework, scoring architecture, and institutional use potential in education, sociology, public health, and policy-making. 1. System Architecture LOGIQ+ is powered by the Skopein AI dual-engine model: - Semantic Engine: handles symbolic reasoning, lexical abstraction, analogical transfer, and narrative patterning. - Non-Semantic Engine: analyzes dynamic response variation, fractal coherence, and topological relationality. 2. Scoring Methodology All outputs are derived using a three-tiered evidence framework: - H1: Direct linguistic and conceptual signals - H2: Recurrent cognitive structures and motifs - H3: Emergent patterns of convergence and abstraction Scores are expressed probabilistically (0.00–1.00), reflecting model confidence. 3. Cognitive Taxonomy LOGIQ+ detects four primary cognitive orientations: - Analytical - Organizational - Creative Structured - Critical Synthesizer 4. Psychosocial and Anthropological Dimensions The system includes optional interpretation layers for: - Openness to experience - Narrative identity strength - Cultural cognition and relational framing - Symbolic engagement and future orientation 5. Use Cases and Societal Impact LOGIQ+ is designed for: - Educational guidance and inclusion - Social resilience diagnostics - Cognitive readiness mapping for societal roles - Evidence-based program design and targeting 6. Ethical Position and Usage All data and scores are intended for institutional use and research. No score is used for exclusion or stigmatization. The system adheres to open science ethics and complies with PRISMA, STROBE, and RoB2 documentation norms. 7. Example Output See attached file: LOGIQ_CompleteInstitutional_Profile.json 8. Licensing and Repository Compatibility LOGIQ+ is distributed under CC BY 4.0. All files are compatible with Zenodo, HAL, and ReScience C repositories, and prepared for institutional archival referencing.