Lesson 160: Benchmarks read with scepticism
Focus
Document interfaces between humans, retrieval, and policy engines. Token Benchmarks read with scepticism:160 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Benchmarks read with scepticism · drill v10 · spin
716408. - 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
Prompt scaffold
ROLE: Incident analyst cohort 63
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_3
TASK:
1) Summarize deltas with citations
2) Confidence label LOW|MED|HIGH + evidence
3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 3 and 32?
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 160 Bump literals mindset by 40.