When regulators first encountered biotechnology, nanomedicine, and digital health, they adapted existing frameworks. Drugs, devices, and diagnostics each had long histories of oversight, so new technologies were folded into those categories with incremental
Why AI oversight must protect not just infrastructure, but reasoning itself
Artificial intelligence is reshaping our systems faster than most organizations can track. But as tools accelerate and outputs become more persuasive, a
This is not a history lesson. It’s a window into the mindset that sustains the violence.
What follows are two cultural perspectives: each forged by twin histories, each shaped by survival. They
I say “I could be wrong” often. Not to signal weakness, but because it’s true. I’m not here to perform certainty—I’m here to see clearly. And I want you
Abstract: As artificial intelligence systems increasingly mediate how humans think, decide, and act, a critical risk remains largely unaddressed: the mirroring and reinforcement of flawed human reasoning. While current oversight frameworks focus on