Writing
The Science Behind Causal AI
White Papers & Technical Analysis
All posts
Everything we have published.
Oct 6, 2026
How do we know the causal graph is right?
How disproof, not proof, drives causal discovery on real data, and why it's the honest answer to the question every buyer asks.
Sep 28, 2026
How we got to SPARC-fast
Three versions of our causal discovery engine: the score we had to lose, the model we chose not to train, and how SPARC-fast won the speed back.
Jan 12, 2026
Why Most AI Explanations Are Fake
SHAP and LIME tell you what a model learned from historical data - not how the world actually works. Here's why feature importance scores can't answer causal questions, and what enterprise decision-makers actually need from AI.