Lesson 115: Privacy scaffolding for transcripts
Focus
Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Privacy scaffolding for transcripts:115 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Privacy scaffolding for transcripts · drill v5 · spin
333683. - 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: 1375
- completion_budget_tokens: 680
- cache_signature: `e46c`
Hypothesis: halving completions moves P95 `8`%; record actuals.
Practice
Practice Attach rollback steps if evaluator variance spikes. — 115 Bump literals mindset by 27.