Offensive AI Security
Attack & defend AI systems — threat labs, primitives and chains, every offensive step paired with its defense.
Research-grade analysis of AI security — grounded in public, authoritative sources. Read the paper, or watch the narrated walkthrough.
Attack & defend AI systems — threat labs, primitives and chains, every offensive step paired with its defense.
The algorithms that make a large language model answer on demand — attention and the KV cache, speculative decoding, quantization error, and vector-index recall — derived properly, with the complexity and the point where each one breaks. Grounded in the primary papers.