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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 139: codify escalation ladders on `Policy escalation design` — memo `82121 [139]`

Lesson 139: Policy escalation design

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Policy escalation design:139 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Tool-contract rehearsal

{
  "name": "forecastBacklog",
  "arguments": {
    "hours": 72,
    "team": "team-1"
  }
}
Preconditions documented in directory snapshot 202509
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 139 Bump literals mindset by 31.