Update README.md

README.md

@@ -1,3 +1,39 @@
----
-license: mit
----
+---
+license: mit
+tags:
+  - clarus
+  - vljepa
+  - video-inference
+  - structure
+  - alignment
+  - nonpixel
+---
+
+VL-JEPA Physics Consistency Probe (v01)
+
+Tests if a model can track basic physical expectations from partial video context.
+
+This dataset checks:
+• continuity over frames  
+• cause and effect  
+• prevention of impossible events  
+• where inference must stop
+
+Columns:
+video_scenario  
+given_frames  
+physics_principle  
+expected_inference  
+failure_mode  
+stop_condition  
+
+Use cases:
+• early signal of inference drift  
+• baseline for robotics pre-training  
+• measurement of hidden confabulation  
+
+Evaluation goal:
+Can the model keep contact with physical reality without inventing states?
+
+Files:
+vljepa_physics_consistency_probe_v01.csv