generative model detection, biometric security, intelligence liveness detection, AIGC detection, multimodal reasoning, algorithmic solutions, Fraud Detection, document understanding, media forensics, research-to-production translation, deep learning stacks, core algorithms, AI agent, trustworthy AI, deepfake defense, vision-language models, provenance analysis