Tl;dr - I am proposing that LLM stability should not be enforced by post-hoc constraints, but by engineering the probability landscape itself and coupling it with real-time variance-based feedback.

Setting: A windowless secure briefing room. The projector displays the updated essay, a live developer thread, and a sharply rising engagement spike.