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.
computer-vision deep-learning ontology neural-networks formal-verification ai-safety safety-critical-systems openai-clip automated-verification milp-optimisation vision-language-models
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Updated
Nov 5, 2025 - Python