zabinskirafal/AGI: AGI Pragma research program. Development & Testing. Decision Intelligence Core (DIC), Multi-agent. Safety.

AGI Pragma is a transparent, methodology-first framework for Artificial General Intelligence. Unlike traditional "black-box" models, Pragma operates through a verifiable Decision Intelligence Core (DIC). It prioritizes logical consistency, statistical risk assessment, and traceable learning. Collaboration and Forced Independence The framework explicitly separates collaborative problem-solving from individual reasoning capability by alternating between collaborative and isolated operational modes. This prevents imitation-based performance and validates true independent understanding. AGI Pragma evaluates adaptive intelligence under uncertainty using: dynamically changing environment rules (Reverse-Reality Sandbox), explicit decision branching (e.g. YES / NO), probabilistic belief updating (Bayesian inference), robustness estimation via Monte Carlo simulation, sensitivity ranking using Tornado analysis, controlled collaboration and forced independence of agents.