Headline accuracy is a misleading metric for high-stakes decisions. Calibration is the real one. Here is what ECE 0.012 means and how we got there.
A Retrieval Engine over the World’s Aviation Safety Corpus
247,000 public-domain aviation safety reports — indexed with hybrid retrieval, re-ranking, and citation-grounded generation. Here is what we learned designing it for production.
Causal AI for Aviation Operations: from Correlation to Cause
Most aviation analytics tell you what correlates with delay. Causal AI tells you what causes it — with sensitivity analysis. Here is how the AeroFarr causal layer works, and why it matters operationally.
Modeling Delay Cascades with Spatial-Temporal Gnns
Delays propagate through the U.S. airport network in non-obvious ways. Here is how a Spatial-Temporal Graph Dual-Attention Network learns which connections actually carry disruption load.