← Curriculum track ← Learn hub
Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 150: chart token burn on `Toy workload cost instincts` — memo `245451 [150]`

Lesson 150: Toy workload cost instincts

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Toy workload cost instincts:150 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Prompt scaffold

ROLE: LLMOps analyst cohort 53
INPUTS:
- excerpts tagged [chunk_id ...]
- policy_bundle_5
TASK:
  1) Summarize deltas with citations
  2) Confidence LOW|MED|HIGH + evidence
  3) If facts missing emit MISSING_FACTS
USER_SEED >>> What changed between rollout 10 and 37?

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 150 Bump 29.