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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 089: pair eval slices on `Embedding probes on tiny corpora` — memo `140089 [89]`

Lesson 089: Embedding probes on tiny corpora

Focus

Anchor this page against one production workflow—even hypothetical. Token Embedding probes on tiny corpora:89 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-16`
2. Budget steps `8`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-8`

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 89 Bump literals mindset by 21.