White Papers & Technical Analysis
Causal discovery in 48 seconds instead of 14 hours. Our benchmark of SPARC-fast against three decades of causal AI methods, on 69 ground-truth datasets.
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.