generative-ai
- Security Implications of Probabilistic Reasoning in Generative AI
A rigorous analysis of how probabilistic reasoning in generative models shapes security risk, failure modes, and robustness.
- Amazon Bedrock: foundations, systems, and scaling
A highly technical article on Amazon Bedrock with mathematical foundations and numerical examples.
- Why Traditional Threat Modeling Breaks Down in Generative AI Systems
Argues that probabilistic behavior, distributional risk, and system composability invalidate core assumptions of classical threat modeling for generative AI.