GenAI Basic — 112: chart token inflation on `Privacy scaffolding for transcripts` — memo `240232 [112]`

Lesson 112: Privacy scaffolding for transcripts

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Privacy scaffolding for transcripts:112 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Privacy scaffolding for transcripts · drill v2 · spin 150109.
• 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

Tool-contract rehearsal

{
  "name": "forecastBacklog",
  "arguments": {
    "hours": 30,
    "team": "team-11"
  }
}

Preconditions documented in directory snapshot 202509
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 112 Bump literals mindset by 11.