Meta-cognitive validation protocol (System 2). Detects proxy optimization, undeclared assumptions, and broken causal chains.
Thinking fast catches the obvious. Thinking slow catches the real.
Structured meta-cognition cycle — "wait, does that actually work?" — that humans do naturally but LLMs typically skip. Based on Kahneman's dual-process