No More Glass

Throughout my career in cybersecurity, I've often heard other practitioners advocate for the idea of a "single pane of glass." While this concept can be valuable in some contexts, it often breaks down when security leaders force the concept onto other teams demonstrating a fundamental misunderstanding…

Simulating Personality: Control Vectors + Grammar

I was first exposed to the concept of control vectors through Theia Vogel's "Representation Engineering Mistral-7B an Acid Trip". The author does a good job of breaking down the concepts from the Representation Engineering: A Top-Down Approach to AI Transparency so if you haven't…

DRINK ME: (Ab)Using a LLM to compress text

Introduction Large language models are trained on huge datasets of text to learn the relationships and contexts of words within larger documents. These relationships are what allows the model to generate text. Recently I've read concerns about LLMs being trained on copyrighted text and reproducing it. This got…

Security Paralysis

Fear is our body's response to a perceived threat. Deeply ingrained in our survival instincts, fundamental to our human nature, it's designed to protect us from harm by prompting a response-- fight, flight, or, as in the case of this topic - freeze. While each of…