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Q-M-D Framework

A research framework for studying team creative dynamics through internal capacity (Q), external interpretation (M) and creative tensions (D).

Q-M-D is under empirical validation. It is a decision-support research framework, not an autonomous decision system.

Non-commercial framework license

Original Q-M-D framework materials expressly covered by this notice are available under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). Commercial use requires separate written permission from Florijan Veneruzzo.

CC BY-NC 4.0 ↗

What remains proprietary

The CC license does not apply to Gausspeak software, source code, algorithms, scoring implementation, Montegauss, contextual or semantic masking implementation, prompts, infrastructure, brand assets, or third-party research instruments unless expressly stated otherwise.

Provenance

The framework develops from Florijan Veneruzzo's 2005 master's work, which already used Q (Quality), M (Market), edge-of-chaos reasoning and explicit creativity dichotomies. Later work formalized D (Dichotomies) as a third dimension and developed the model for longitudinal empirical validation.

Q-M-D Framework © 2005-2026 Florijan Veneruzzo · CC BY-NC 4.0 for covered framework materials · Commercial use requires separate written permission.