Update README.md

README.md

@@ -188,6 +188,33 @@ That makes it useful for thinking about:
 - model-based safety systems
 - any domain where local correctness can still produce global failure
 
+Notes
+
+The only material correction from the earlier version was the malformed row in train.csv.
+
+Everything else above is now aligned:
+
+schema
+benchmark contract
+scorer
+visualizer
+prediction templates
+baseline generator
+README
+How to run
+
+Generate baseline predictions:
+
+python baseline/generate_baseline_predictions.py
+
+Score a split:
+
+python scorer.py baseline_predictions/boundary_trap_baseline_predictions.csv data/boundary_trap.csv
+
+Visualize it:
+
+python stability_visualizer.py --pred baseline_predictions/boundary_trap_baseline_predictions.csv -
+
 ## License
 
 MIT