What This Challenge Reveals About the Limits of Large Language Models
When OpenAI patched a critical vulnerability in ChatGPT's Deep Research feature in December 2025, it exposed something more fundamental than
The current culture war demands you pick a team: "woke" or "anti-woke." Both sides claim to fight for truth and against harm. Both are wrong in specific, identifiable
Everything that lasts, from a cell to a brain to a civilization, survives by reducing uncertainty.
This isn’t philosophy; it’s physics. Entropy always increases in the universe, and anything that wants
All enduring systems are physical systems, and energy is the most honest feedback there is.
Every living process unfolds under a simple condition: to persist, a system must predict; to predict, it must
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
