Adversarial Engineering

AI Self-Improvement Is a Trap. And We’re Walking Right Into It.

Someone recently asked for a critique on an AI-generated thesis about AI recursion. It sounds harmless, but it exposes a terrifying epistemological blind spot. When we use AI to analyze AI, we aren’t getting objective truth—we’re stepping into a self-referential loop where errors are amplified, not optimized, and the truth is the first casualty.

Stop Making Empty Promises. The ‘Ass Kicking Clause’ Is the Only Contract You Can Trust

In a world of endless NDAs and vague consultant promises, trust is dead. The ‘Ass Kicking Clause’ changes the game by leveraging the primal fear of reputational loss. It’s not about violence—it’s about signaling irrational commitment to gain ultimate leverage. If you want to build real trust, you have to put your own neck on the line.

AI Isn’t Conscious. But Its New Ability to ‘Look Inward’ Should Terrify You.

A new study reveals that Large Language Models can simulate introspective awareness, reporting on their own internal states. But this isn’t a ghost in the machine—it’s a fragile statistical artifact. Here’s why trusting a machine that fakes self-doubt is a recipe for disaster.

uBlock Origin Just Surrendered to Facebook. The Ad-Blocking Wars Are Over.

uBlock Origin’s recent decision to drop support for Facebook isn’t just a routine compatibility update—it’s a strategic retreat. The cat-and-mouse game between ad blockers and platforms is reaching its limit. As platforms move to server-side ad delivery, client-side extensions can no longer keep up, signaling that the future of ad blocking must move upstream to DNS filtering.

OpenAI’s Ethics Head Just Quit. The Role Was Never Real.

OpenAI’s head of ethics leaving after less than a year isn’t a tragedy of attrition—it’s a signal that internal safety functions lack real authority. The role was structural window-dressing, deployed to legitimize deployment decisions already made elsewhere. If the people paid to worry are leaving, what were they asked to ignore?