Lesson 105: Synthetic labeling ethics
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Synthetic labeling ethics:105 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v5 · spin
846614. - 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: 1432
- completion_budget_tokens: 680
- cache_signature: `d20d`
Hypothesis: halving completions moves P95 `7`%; record actuals.
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 105 Bump literals mindset by 7.