Lesson 113: Privacy scaffolding for transcripts
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Privacy scaffolding for transcripts:113 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Privacy scaffolding for transcripts · drill v3 · spin
418783. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Token CFO scratchpad
- prompt_budget_tokens: 1885
- completion_budget_tokens: 590
- cache_signature: `e25c`
Hypothesis: halving completions moves P95 `8`%; record actuals.
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 113 Bump literals mindset by 10.