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13 changes: 9 additions & 4 deletions canon/methods/discernment-transfer-ladder.md
Original file line number Diff line number Diff line change
Expand Up @@ -5,11 +5,11 @@ audience: canon
exposure: nav
tier: 2
voice: neutral
stability: provisional
stability: evolving
target_repo: "outcomes-driven-development"
date: 2026-06-30
derives_from: "canon/principles/rulebook-transfer, canon/principles/discernment-layer, canon/values/axioms, canon/constraints/measure-before-you-object, canon/methods/revision-lens-sequence, canon/principles/verification-requires-fresh-context"
status: proposed
status: active
---

# Method: The Discernment Transfer Ladder
Expand Down Expand Up @@ -66,14 +66,19 @@ Three guardrails travel with the delegation, each already in canon:

There is therefore **no conflict** with "models do not mutate canon." That decision forbids governing *above* one's scope and *over* oneself; it explicitly permits delegated, bounded, in-domain stewardship. The human keeps two things no rung below inherits: ratification of the top tier (universal canon), and the authority to grant and revoke every steward's scope.

This is not abstract for Covenynt. The COO's own design is this principle instantiated at the business layer: act-with-approval, solo-approve for low-stakes, 2-of-3 partners for high-stakes (`0 Context/about.md`). The agent is a bounded, revocable steward of the COO domain — ratifying the reversible in-domain work itself, escalating the rest. The ladder and the COO approval model are the same structure at two altitudes.
This is not abstract for [ORG]. The COO's own design is this principle instantiated at the business layer: act-with-approval, solo-approve for low-stakes, 2-of-3 partners for high-stakes (`[ORG-APPROVAL-POLICY-DOC]`). The agent is a bounded, revocable steward of the COO domain — ratifying the reversible in-domain work itself, escalating the rest. The ladder and the COO approval model are the same structure at two altitudes.

## Worked example (the session that produced this method)

Task: fold one chapter of a COO book into a Kirigami foldout. Reference: Opus, 41 rows / 11 tier-1. Students under rulebook v1: Sonnet 37/9 (converged — adjacent tier), Haiku 88/4 (collapsed — two tiers down, judgment did not transfer; *format* — JSON, edge syntax — did transfer). Compensation v2: budgets, tier-1 test, anti-fragmentation rule, worked example, self-count gate. Students under v2: Haiku 45/10, back in the reference band. Not yet done: the semantic-fidelity gate (Step 2 axis two) and the unseen-case test (Step 5). Predicted non-transferable rung: cross-book reconciliation (L6) stays on the top model tier.

## Provenance and Ratification

- **Captain-ratified 2026-07-07 (America/New_York):** proven in practice — many experiments across many repos over the week since authoring, not only the session recorded above. Observed gaps in that proving period were attributable to unrelated causes, not this method.
- **Captain's caveat, same ruling:** ratified as proven is not ratified as robust — the process remains fragile, and every run wants careful planning, careful execution, and a real validation pass (fresh-context, per `verification-requires-fresh-context`).

## Open

- **Semantic fidelity unproven.** Convergence so far is structural only. The fidelity grader against a held-out answer key has not run.
- **N is uncalibrated.** How many compensation rounds before declaring a capability non-transferable is not yet known.
- **Reality-grounding for this domain.** For the COO, the ultimate answer key is whether the agent's actions are right in the field — which only the pilot (Brief 07 Step 5 / Brief 08 Phase 2) supplies.
- **Reality-grounding for this domain.** For the COO, the ultimate answer key is whether the agent's actions are right in the field — which only the pilot ([ORG-PILOT-BRIEF] field phases) supplies.
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