I introduced a three‑component framework for interpreting a person's behavior through their posts on X, splitting cognition into belief (Semantic Behaviour), inference (Causal Reasoning), and action (Operational Intelligence) layers.
Your posts are more than content. They're traces of how you think.
Semantic Behaviour: What they believe and how they express themselves.
Causal Reasoning: How they connect events, form opinions, and explain why things happen.
Operational Intelligence: How they make decisions, solve problems, and get things done.
Pilot average semantic tag count per user: 18.4 belief‑related statements.
Pilot average causal links per user: 7.2 event‑to‑opinion connections.
Pilot average operational actions per user: 5.9 decision‑oriented statements.