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automated-verification

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Automated formal verification tool for vision classifiers using CLIP embeddings and MILP optimization. Converts OWL ontologies into ConSpec specifications and provides mathematical guarantees about model behavior in safety-critical AI systems.

  • Updated Nov 21, 2025
  • Python

An automated, real-time EWS verification platform replacing paper certificate fraud with cross-registry telemetry (Income Tax, UPI volumes, Aadhaar family graphs, and digitized land records). Programmatically enforces PPP urban tiering and structural agricultural land caps. Designed by Srinivasa.

  • Updated Jul 30, 2026
  • Python

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