Historical security lesson: side channels keep returning through the door we did not think to measure. For years we have seen timing attacks, cache attacks, speculative execution issues, GPU fingerprinting, and now ideas around SSD activity. The pattern is familiar: the system does not expose the information directly, but it exposes a side effect stable […] ...
The problem with “AI-first” is not the AI. It is the word “first.” Too many leadership teams are starting with the solution instead of the work. They ask: which role can an agent replace? The better question is: where is the process broken, where is knowledge trapped, and where can automation remove friction without destroying […] ...
AI-first can amplify experts or create organizational debt. Ran explains how to adopt AI without deleting judgment, ownership, and quality control. ...