~/archive/research

RESEARCH LOG

Classified research entries. Cognitive pattern analysis, venture architecture, constraint systems, and framework convergence. All articles at a glance.

4 entriesSTATUS: DECLASSIFIED

Each research entry explores a distinct domain — cognitive science, studio economics, or graph theory — and converges on the same structural insight: complex systems require constraint-based architectures that separate generation from validation, enforce layer hierarchies, and build resilience through measurable feedback loops. These findings form the theoretical foundations for three operational frameworks: CVMS for cultural calibration, AVAF for venture architecture, and KYTREX for scenario planning.

▸ LOG-004.log[CLASSIFIED]
LOG-004 — 2026.03.10[PUBLIC]

Framework Convergence Analysis

Cross-referencing the three frameworks CVMS, AVAF, and KYTREX. Shared principles: constraint thinking, layer architecture, validation. Strong measurable correlation between cognitive load optimization and system stability.

#convergence#cross-framework#system-constraints
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▸ LOG-003.log[CLASSIFIED]
LOG-003 — 2026.02.20[CONFIDENTIAL]

Constraint-Driven Graph Systems for Future Thinking

Research on LLM-generated graph structures: combinatorial explosion, ontology engineering, cyclic paradoxes, and JSON structural breaks. Theoretical basis for KYTREX.

#constraint-graphs#ontology#LLM-validation
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▸ LOG-002.log[CLASSIFIED]
LOG-002 — 2026.02.03[RESTRICTED]

Systemic Venture Architecture and Flywheel Dynamics

Investigation of studio economics: flywheel theory, portfolio synergies, and layer architecture as the theoretical foundation for the AVAF framework.

#venture-architecture#flywheel#portfolio-synergy
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▸ LOG-001.log[CLASSIFIED]
LOG-001 — 2026.01.15[CONFIDENTIAL]

Cognitive Pattern Recognition in User Behavior

Theoretical foundations of cognitive models for predicting user interaction patterns. Mental models, cultural value dimensions, and behavioral mapping as the basis for the CVMS framework.

#cognition#mental-models#cultural-dimensions
> READ MORE
>cd ~/archive