top of page

Kinetic and Optical Constraints as Higher-Dimensional Analysis
for Deepfake Detection: A Physics-Based Forensic Framework
"If AI uses 5X the data to sequentially analyze video, while it is constrained to report asymmetries from physical law it must be seeing a more coherent higher res data to draw from.. the spacetime is a lessor shadow of reality"
We are no longer scoring proposals on "looks good" - we're checking if they lie on ALLOWED TRAJECTORIES in physics-grounded state space
Standard AI (shadow matching): 50% accuracy
Physics AI (object reconstruction): 91% accuracy
The higher-dimensional structure IS more real (more informative) than the 4D appearance.
bottom of page