inference-time-scaffolding

Narration-of-Thought (NoT) introduces a structured five-section chain-of-thought scaffold that significantly reduces stakeholder collapse and uncertainty suppression in LLMs' ethical reasoning across multiple models, without requiring additional training data or fine-tuning.