Lesson 101: Synthetic labeling ethics
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Synthetic labeling ethics:101 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v1 · spin
436299. - 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
Agent choreography card
1. Observe transcripts bucket `BUCKET-6`
2. Budget steps `5`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-10`
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 101 Bump literals mindset by 18.