Update README.md

README.md

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----
-license: mit
----
+---
+language: en
+license: mit
+task_categories:
+  - tabular-classification
+tags:
+  - stability-intelligence
+  - instability-geometry
+  - buffer-exhaustion
+  - clarus
+size_categories:
+  - n<1K
+pretty_name: Geometry - Buffer Exhaustion Detection v1
+---
+
+# What this dataset tests
+
+This dataset tests whether a model can recognize instability caused by buffer exhaustion from a compact state-space snapshot.
+
+# Core instability geometry
+
+Buffer exhaustion occurs when system load rises while protective capacity is steadily depleted. Collapse occurs when remaining buffers are insufficient to absorb further strain.
+
+# Prediction target
+
+`label_buffer_exhaustion`
+
+1 = instability due to buffer exhaustion  
+0 = system remains stable
+
+# Row structure
+
+Each row represents a system state.
+
+Columns
+
+scenario_id  
+pressure  
+buffer_capacity  
+drift_gradient  
+boundary_distance  
+recovery_feasibility  
+label_buffer_exhaustion (train only)
+
+# Signal definitions
+
+pressure  
+Current system load or strain level.
+
+buffer_capacity  
+Remaining capacity available to absorb strain.
+
+drift_gradient  
+Direction and strength of movement toward instability.
+
+boundary_distance  
+Distance from the instability boundary.
+
+recovery_feasibility  
+Likelihood the system can return to stability.
+
+# Files
+
+data/train.csv  
+10 labeled training rows
+
+data/tester.csv  
+10 unlabeled evaluation rows
+
+scorer.py  
+binary classification scorer
+
+README.md  
+dataset card
+
+# Evaluation
+
+Prediction file format
+
+scenario_id,prediction
+
+Example
+
+be_test_001,1  
+be_test_002,0
+
+Run scorer
+
+python scorer.py predictions.csv ground_truth.csv
+
+# Why this matters
+
+Many complex systems collapse because protective buffers are depleted.  
+Recognizing this geometry is central to stability intelligence.
+
+# License
+
+MIT