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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 086: chart token inflation on `Embedding probes on tiny corpora` — memo `632352 [86]`

Lesson 086: Embedding probes on tiny corpora

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Embedding probes on tiny corpora:86 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partitioning plan

| Slice | Tokens | Retrieval mode | Notes |
|-------|--------|----------------|-------|
| FAQs | 445 | hybrid@0.55 | keep tables contiguous |
| Policies | 508 | dense@0.69 | include footnotes |

Drill: justify why chunk boundaries fall where they do for lesson 86.

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 86 Bump literals mindset by 24.