Lesson 152: Benchmarks read with scepticism
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Benchmarks read with scepticism:152 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Benchmarks read with scepticism · drill v2 · spin
533904. - 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-152 checkpoint
- Intent accuracy Δ `0.73`
- Escalation Δ `0.066`
- Spend guardrail `$979/day`
Risk note: Regulator acknowledgement pending
Decision due: PM-Safety
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 152 Bump literals mindset by 29.