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Apprenticeship substrate

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7bb084e0 · PointSav Digital Systems ·

docs(2g): corpus-wide mechanical quality pass

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@@ -28,7 +28,7 @@ The Apprenticeship Substrate is the routing inversion that produces those intera

Four preconditions make this work, and all four hold only inside Foundry-shaped substrates:

1. Per-customer constitutional charter (the Doctrine).
1. Per-customer governance charter.
2. Per-customer signing identities (`allowed_signers`).
3. Per-customer task-type granularity (the promotion ledger).
4. Per-customer continued pretraining.
@@ -90,7 +90,7 @@ The apprenticeship corpus is a fourth corpus alongside the constitutional, engin
~/Foundry/data/training-corpus/apprenticeship/<task-type>/<tenant>/<ulid>.jsonl
```

One file per (brief, attempt, verdict) triple. Tenant-private records never leave the tenant's substrate per Doctrine §IV.b.
One file per (brief, attempt, verdict) triple. Tenant-private records never leave the tenant's infrastructure.

A `refine` or `reject` verdict additionally produces a Direct Preference Optimisation triple: (rejected attempt, corrected diff, doctrine-violation tag). DPO triples feed adapter training on the apprentice's policy.

@@ -102,17 +102,10 @@ The end state is a continuum — code-shaped work the apprentice handles autonom

Per `[ni-51-102]` continuous-disclosure language, the trajectory toward token-elimination across graduated task-types is forward-looking. The shape is in place; the operational throughput matures as the corpus grows and task-types graduate.

## See Also
## See also

- [[compounding-substrate]]
- [[contributor-model]]
- [[language-protocol-substrate]]
- [[trajectory-substrate]]
- [[customer-hostability]]

## References

- `~/Foundry/conventions/apprenticeship-substrate.md` — the convention this article reflects
- `pointsav-monorepo/service-disclosure/CORPUS-SCHEMA.md` — the corpus schema
- DOCTRINE.md Claim #32 — Apprenticeship Substrate
- `[ni-51-102]` — NI 51-102 Continuous Disclosure Obligations (governs forward-looking statements in this article)
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