The Point Where Probability Fails

What I eventually discovered is that probability is not the foundation — it is a symptom.

The prevailing theory layer was incomplete.

I assumed the challenge was to reconcile technical and fundamental analysis within a unified probabilistic framework, which naturally led me toward quantitative and statistical models.

What I eventually discovered is that probability is not the foundation — it is a symptom.

The true missing layer is the one that invalidates probabilistic framing altogether, where outcomes emerge not from likelihood, but from causality enforced through precise timing and execution.