AI article
The Physics of Socratic Prompting: Somatic Recoil, Chess Alpha-Beta, & The NLP Meta-Model
Community description: Why scalar RLHF fails at credit assignment, why barking direct code fixes turns you into an exhausted human compiler, and how Socratic questioning plus topological scars prune doomed search trees at depth d=1.
Dev.to | Oct 1, 2026 | Randal L. Schwartz
Automated excerpt
"Thinking About Thinking": The NLP Meta-Model This brings us to the core of cognitive architecture: the difference between thinking and thinking about thinking (metacognition). Level 1 (Thinking): The model writes code or follows an explicit imperative instruction ("Always write clean code", "Do not use global variables"). THE PERMANENT REFLEX: │ │ must satisfy BEFORE writing code.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.