An Empirical 8-Model Benchmark on Agent Harness Architecture, Model Over-Refusal, Token Efficiency, and Enterprise Sovereignty in Modern AI-Driven Penetration Testing 1. The Core Thesis: Offensive Capability Is a Function of the Harness, Not the Raw Model In my book...
The security and compliance problem of disposable AI-generated code, and why validation must keep...
1. Executive Summary In April 2026, Anthropic previewed Claude Mythos — an advanced AI...
The agentic AI security market has a marketing problem. Every platform now claims to do “agentic...