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
652995. - 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
Exec rollup capsule
Subject: Pilot P-105 checkpoint
- Intent accuracy Δ `0.75`
- Escalation Δ `0.053`
- Spend guardrail `$819/day`
Risk note: Throughput saturated
Decision due: ML-Ops
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 105 Bump literals mindset by 22.