docs(third-door): ADR-0241 wave-field substrate + core_ha deprecation plan + ledger wave section (Proposed)
Land the wave-field authority docs and refresh the fidelity ledger: - ADR-0241 (ψ substrate, transport pin, Third-Door reformulation, validation) - core_ha unification/deprecation plan (no live tree; absorption map) - Scorecard rows W1–W6; §4 GoldTether prose aligned with landed residual+α - §12 wave-field contract; #18 bootstrap/prune remains deferred
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# ADR-0241: Wave-Field Driven Hyperbolic Atlas and Resonant Algebraic Cognition
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**Status**: Proposed (acceptance path: tests green + Joshua review)
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**Date**: 2026-07-13
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**Deciders**: Joshua Shay + multi-model R&D
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**Traceability**: Issue #14, parent #10
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**Related**: ADR-0003, ADR-0006, ADR-0238, ADR-0239, ADR-0240, `core/physics/dynamic_manifold.py`, `core/physics/surprise.py`, `core/physics/goldtether.py`, `docs/analysis/core_ha_unification_and_deprecation_plan.md`
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**Canonical path**: `docs/adr/`
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---
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## Context
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CORE models meaning as a relational field over Cl(4,1) CGA (ADR-0003), not as flat embeddings. Third-Door operators (ADR-0238–0240) now have faithful Cartan–Iwasawa peel, Kabsch-conformal Procrustes, metric surprise, and partial GoldTether residual+α — still as **pointwise multivector / point-cloud** operators.
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Legacy Hyperbolic Atlas / `core_ha` designs (and any pointwise \(H^n\) memory) suffer from:
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1. **Thaw coordinate loss** — recall as approximate centroids drifts under noise.
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2. **Node eviction rigidity** — discrete frozen nodes do not scale or decompress without reconstruction drift.
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3. **Granularity discrepancy** — continuous sensorimotor streams vs discrete symbols force projection overhead in a shared point frame.
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This ADR introduces the **Conformal Wave Field** \(\psi\) as the continuous representation layer under Third-Door operators: full subsumption of the hyperbolic atlas into a holographic resonant substrate, not a parallel path.
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## Decision
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### 1. Conformal wave field \(\psi\)
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- \(\psi(X, t) \in Cl(4,1)\) is a multivector-valued field (runtime coefficients: 32-vector).
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- In odd dimension \(n=5\), the unit pseudoscalar \(I = e_1 e_2 e_3 e_4 e_5\) is central and satisfies \(I^2 = -1\), so it acts as the native algebraic imaginary (no external \(\mathbb{C}\)).
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- Algebraic Schrödinger step: \(\partial_t \psi = \mathcal{H}(\psi)\, I\), realized by a conformal rotor \(R(t) = \exp(B\,\Delta t) \in Spin(4,1)\).
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### 2. Transport convention (pinned)
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| Kind | Law | Rationale |
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|------|-----|-----------|
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| **Multivector field** (default for field-state operators) | Sandwich \(\psi' = R\,\psi\,\widetilde{R}\) | Matches `versor_apply` / existing Third-Door multivector ops |
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| **Spinor / odd-capable wave packet** (chiral charge path) | Left multiply \(\psi' = R\,\psi\) | Spinor transport; needed for non-vacuous \(\mathcal{Q}\) |
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Slice-1 code and tests document which API path uses which law. No silent mix.
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### 3. Holographic standing-wave memory
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\[
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\Psi(X) = \sum_k c_k\,\psi_k(X)
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\]
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Recall is resonant phase lock-in (overlap + constructive interference), not coordinate thaw. Reconstruction-over-storage.
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### 4. Third-Door operator reformulation
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| Operator | Pointwise (landed) | Wave-field (this ADR) |
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|----------|--------------------|------------------------|
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| Conformal Procrustes | Kabsch / field conjugacy | Cross-spectral correlation \(\mathcal{C}_{AB}\) → Clifford polar decomposition for analogy rotor |
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| Surprise | Metric-orthogonal residual | Non-resonant **spectral leakage** onto resonant eigenmodes |
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| GoldTether | Harmonized drift + dist-to-\(\mathcal{I}_{gold}\) + \(\alpha=\Phi(R)\) | **Unitary amplitude** residual \(\sup\|\psi\widetilde{\psi}-1\|\) + optional chiral anomaly |
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| Grade-5 / integrity | RETIRED on even versors (#19) | **Chiral spinor charge** \(\mathcal{Q}=\langle\psi I\widetilde{\psi}\rangle_0\) on general spinor \(\psi\) (non-vacuous) |
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| Biography holonomy | `holonomy_encode` trajectory | Resonant standing-wave lock-in of unitary propagators |
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### 5. Subsumption of `core_ha`
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A separate pointwise `core_ha` database is **deprecated**. Absorption map: `docs/analysis/core_ha_unification_and_deprecation_plan.md`. In `core-labs/core` there is no live `core_ha/` tree; work is documentation + hygiene + wave substrate.
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### 6. Module ownership
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- **New**: `core/physics/wave_manifold.py` — continuous wave propagation, spectral leakage, polar analogy, unitary / chiral measures.
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- **Upgrade in place** (later slices): `dynamic_manifold.py`, `surprise.py`, `goldtether.py`, `biography.py` **delegate into** wave primitives (no permanent dual path).
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- **Containment**: wave substrate stays off the serve / wrong=0 path until gates pass. Discovery remains proposal-only (physics never imports teaching).
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### 7. Implementation constraints (non-negotiable)
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- Use live `algebra/*` (`geometric_product`, `reverse`, `versor_apply`, `rotor_power` / bivector exp). **No scipy matrix-proxy as algebraic truth** (ADR prototype sketch is illustrative only).
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- `versor_condition` / unitary amplitude: dual-checked; fail-closed.
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- Normalization only at owned construction boundaries — no hot-path unitize in wave propagate.
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- Deterministic; no stochastic fallback; no ANN / cosine recall.
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## Consequences
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### Benefits
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- Zero thaw loss via resonant lock-in.
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- Multimodal superposition \(\psi_{\mathrm{total}}=\sum_{\mathrm{mod}}\psi_{\mathrm{mod}}\) with phase alignment.
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- Non-vacuous topological integrity via spinor chiral charge (rehabilitates intent of Super §3.3 without reviving the vacuous even-versor gate).
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- GoldTether grounded in unitary wave energy conservation.
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### Trade-offs
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- Spectral / exp-map cost → later Rust / MLX acceleration (ADR-0235), not Slice 1.
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- Must carefully separate even field-state paths from odd-capable spinor paths so #19 retirement is not re-broken.
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## Validation
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Behavioral (not closure-only) tests in `tests/test_adr_0241_wave_manifold.py`:
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1. Unitary / sandwich step conserves amplitude residual below \(10^{-6}\).
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2. Spectral leakage zero on resonant span; positive off-span; metric-exact projection.
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3. Wave polar recovers a known sandwich rotor (or left-spinor rotor on spinor path).
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4. Chiral charge conserved under unitary \(R\) for odd-capable \(\psi\); even-only states remain honest about vacuous \(\mathcal{Q}\).
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5. Fidelity ledger scorecard rows for wave substrate flip only when behavioral pins pass.
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## Implementation notes
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- Prototype sketch in earlier R&D dump is **not** shippable as written (scipy `expm`, ad-hoc \(I\) matrix). Re-express on Cl(4,1) 32-vectors.
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- Ledger: `docs/research/third-door-blueprint-fidelity.md` § Wave-field substrate.
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- GoldTether #18 bootstrap/prune remains **deferred** while wave unitary residual lands.
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76
docs/analysis/core_ha_unification_and_deprecation_plan.md
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docs/analysis/core_ha_unification_and_deprecation_plan.md
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# Technical Memorandum: core_ha Integration, Substrate Unification, and Deprecation Plan
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**Status**: Proposed (acceptance path: tests green + Joshua review)
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**Date**: 2026-07-13
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**Authors**: Multi-model R&D + Joshua Shay
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**Traceability**: Notion R&D (Reference Vault Interconnection: `core_HA` Patterns)
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**Related**: ADR-0003, ADR-0238, ADR-0239, ADR-0240, ADR-0241, `core-rs/src/vault.rs`
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**Canonical path**: `docs/analysis/core_ha_unification_and_deprecation_plan.md`
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---
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## 1. Executive summary
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**A separate, standalone `core_ha` coordinate database is mathematically redundant, architecturally incompatible with ADR-0003 coordinate dissolution, and should be fully deprecated.**
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Unification target: single-substrate Cl(4,1) conformal wave-field \(\psi\) (ADR-0241) plus CRDT-gated delta sync at the storage boundary.
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- Meaning = continuous wave-field \(\psi(X,t)\in Cl(4,1)\), not discrete points on \(H^n\).
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- Relations = geometric phase interference / algebraic inner products, not coordinate distance.
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- Sync = commutative, associative, idempotent sharded Delta-CRDT registers (exact-recall determinism).
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Keeping `core_ha` as a pointwise store would reintroduce thaw decay and non-commutative BCH drift the wave-field frame eliminates.
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## 2. Legacy gaps resolved by wave subsumption
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| Legacy gap | Wave-field resolution |
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|------------|------------------------|
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| Thaw coordinate loss | Holographic standing-wave lock-in reconstructs at resonance spikes |
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| Node eviction rigidity | Memory as continuous eigenmode spectrum of \(\mathcal{H}\); algebraic scale/compress |
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| Granularity discrepancy | \(\psi_{\mathrm{total}}=\psi_{\mathrm{text}}+\psi_{\mathrm{audio}}+\psi_{\mathrm{vision}}+\psi_{\mathrm{motor}}\) phase alignment |
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## 3. File-by-file deprecation and absorption map
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| Legacy `core_ha` file | Status in `core-labs/core` | Absorption path |
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|-----------------------|----------------------------|-----------------|
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| `hyperbolic_primitives.py` | **Obsolete** (not present) | Proximity via `algebra/cga.py`, `algebra/cl41.py` |
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| `atlas_id.py` | **Obsolete** (not present) | Resonant lock-in; no explicit coordinate node IDs |
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| `operator_plane.py` | **Absorbed concept** | Rotors/translators/dilators in `dynamic_manifold.py` + `core-rs` versor path |
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| `runtime_memory.py` | **Subsumed concept** | Field energy operator (`core/physics/energy.py`) E2–E3 active / E0–E1 deep |
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| `consolidation.py` | **Subsumed concept** | Thermodynamic cooling → CRDT vaulting |
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| `steward.py` | **Subsumed concept** | GoldTether monitor (`goldtether.py`) + unitary residual (ADR-0241) |
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| `tombstone.py` | **Subsumed concept** | Delta-CRDT semilattice (`core/sync/`, `core-rs` vault) |
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**Inventory fact (2026-07-13):** this repository has **no** `core_ha/` package tree. Deprecation work is documentation, import hygiene, and wave-substrate implementation — not a bulk delete of live modules.
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## 4. Integration roadmap
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### Step 1 — Hygiene
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1. Confirm no `core_ha` / `hyperbolic_primitives` imports in CLI or eval loops (grep-clean).
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2. Remove any Poincaré-coordinate fixtures if reintroduced.
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3. Keep this memo as the absorption authority.
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### Step 2 — Wave substrate (ADR-0241)
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1. Land `core/physics/wave_manifold.py` with algebra-native unitary step, spectral leakage, polar analogy, chiral charge.
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2. Later: optional Rust/MLX hot-path for bivector exp and cross-spectral correlation.
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### Step 3 — Operator wiring
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1. Surprise → spectral leakage (same discovery eligibility contract).
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2. GoldTether → unitary amplitude residual (bootstrap/prune of \(\mathcal{I}_{gold}\) still deferred under #18).
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3. Biography → holonomy of unitary propagators / resonant lock-in.
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## 5. Mathematical invariant safeguards
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1. **Unitary / sandwich residual:** \(\|\psi\widetilde{\psi}-1\|_F < 10^{-6}\) (dual-checked); fail-closed on breach.
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2. **Chiral charge sign** (spinor path): \(\mathrm{sgn}(\langle\psi I\widetilde{\psi}\rangle_0)\) conserved under unitary \(R\).
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3. **Hamiltonian / exertion energy boundary** (later motor work): action energy bounded by sensory energy — out of Slice 1 scope.
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4. **Serving containment:** wave operators do not enter the wrong=0 serve path until explicit gates pass.
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## 6. Validation
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- ADR-0241 behavioral suite: `tests/test_adr_0241_wave_manifold.py`
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- Fidelity ledger wave section: `docs/research/third-door-blueprint-fidelity.md`
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- Regression: existing Third-Door ADR-0238/0239/0240 tests remain green under subsumption
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@ -14,8 +14,11 @@
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|---|---|
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| `CORE ASI Super-Blueprint_ Third-Door Horizon.docx` (mirror: `docs/research/CORE-ASI-Super-Blueprint-Third-Door-Horizon.md`) | Specifies signature-aware PCA (§2.1), Cartan–Iwasawa (§2.2), GoldTether scale harmonization (§2.3), Conformal Procrustes (§3.1), Surprise (§3.2), grade-5 pseudoscalar invariant (§3.3). **"Super §x"** below. |
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| `CORE Advanced AGI_ASI R&D Blueprint (Revised).docx` | Specifies blade induction (§2.1), trajectory invariants + zero-fabrication (§2.2), GoldTether-modulated transition surface + α control law (§2.3), ADR-DAG embedding (§2.4), bootstrapping (§5). **"R&D §x"** below. |
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| `core/physics/{goldtether,dynamic_manifold,surprise,biography,temporal_gate,self_authorship}.py` | The landed code. |
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| `tests/test_adr_023{8,9}_*.py`, `test_adr_0240_*.py` | The landed tests (34, all green — see §7 for why green ≠ faithful). |
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| `docs/adr/ADR-0241-wave-field-driven-hyperbolic-atlas-and-resonant-cognition.md` | Wave-field substrate \(\psi\): unitary propagation, spectral leakage, polar analogy, chiral charge. **"ADR-0241"** below. |
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| `docs/analysis/core_ha_unification_and_deprecation_plan.md` | Deprecate standalone `core_ha` pointwise atlas; absorb into wave + energy + GoldTether + CRDT vault. |
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| `core/physics/{goldtether,dynamic_manifold,surprise,biography,temporal_gate,self_authorship}.py` | The landed Third-Door code (pointwise). Wave module: `wave_manifold.py` (Proposed). |
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| `tests/test_adr_023{8,9}_*.py`, `test_adr_0240_*.py` | Landed Third-Door tests (see §7 for why green ≠ faithful historically). |
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| `tests/test_adr_0241_wave_manifold.py` | Wave-field behavioral contract (RED until Slice 1 GREEN). |
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| `tests/test_third_door_blueprint_fidelity.py` | The living gap ledger (this document, executable). |
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**Containment fact (why this is safe to land):** nothing in serving / runtime / cognition imports `core.physics.*` — only the package `__init__`, the eval harness, and tests. `chat/runtime.py` is untouched on this branch. The autonomy `decide()` is fail-closed and never `AUTONOMOUS` in `SERVE`. The self-authorship miner is proposal-only and never writes the vault. None of the defects below can reach the `wrong=0` serving path.
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| 1 | Signature-aware PCA | Super §2.1 / R&D §2.1 | 🟢 faithful (one untested add-on) | — |
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| 2 | Cartan–Iwasawa decomposition | Super §2.2 | 🟢 faithful (null-point peel + Spin remainder) | #16 |
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| 3 | Conformal Procrustes | Super §3.1 | 🟢 faithful (Kabsch + field conjugacy) | #17 |
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| 4 | GoldTether residual + α law | Super §2.3, R&D §2.3/§5 | 🟡 partial (#24 residual+α; bootstrap/prune deferred) | #18 |
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| 4 | GoldTether residual + α law | Super §2.3, R&D §2.3/§5 | 🟡 partial (#24 residual+α landed; bootstrap/prune deferred) | #18 |
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| 5 | Grade-5 pseudoscalar invariant | Super §3.3 | ⚪ RETIRED — vacuous in odd-dim Cl(4,1) | #19 (closed) |
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| 6 | Surprise residual operator | Super §3.2 | 🟢 math + DiscoveryCandidate wiring landed (#26 + #31) | #20 |
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| 7 | Trajectory invariants + zero-fabrication | R&D §2.2 | ⚫ absent | #21 |
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| 8 | ADR-DAG conformal embedding | R&D §2.4 | ⚫ absent | #21 |
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| — | Biography holonomy | (ADR-0240; not in blueprints) | 🟢 sound | — |
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| W1 | WaveManifold unitary / sandwich step | ADR-0241 §2 | 🟡 Proposed (RED tests) | ADR-0241 |
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| W2 | Spectral leakage surprise | ADR-0241 §2.4B | 🟡 Proposed (RED tests) | ADR-0241 |
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| W3 | Wave polar analogy (Procrustes upgrade) | ADR-0241 §2.4A | 🟡 Proposed (RED tests) | ADR-0241 |
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| W4 | Unitary GoldTether + chiral spinor charge | ADR-0241 §2.4C–D | 🟡 Proposed (RED tests) | ADR-0241 / #18 |
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| W5 | Biography resonant lock-in | ADR-0241 + ADR-0240 | ⚫ not started | ADR-0241 |
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| W6 | `core_ha` deprecation / absorption | deprecation plan | 🟡 docs-only (no live tree) | ADR-0241 |
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| — | Biography holonomy | (ADR-0240; not in blueprints) | 🟢 sound (pointwise) | — |
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| — | Temporal admissibility gate | (ADR-0240; not in blueprints) | 🟢 sound | — |
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| — | Self-authorship miner | (ADR-0240; not in blueprints) | 🟢 sound (proposal-only) | — |
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@ -81,7 +90,7 @@ Two fields `F_A`, `F_B` are structurally analogous iff a single versor `V` maps
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---
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## 4. GoldTether residual + α control law — 🔴 half-missing (#18)
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## 4. GoldTether residual + α control law — 🟡 partial (#18)
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### Blueprint spec (Super §2.3, R&D §2.3/§5)
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- **Residual (scale-harmonized — Super §2.3, the blueprint's stated mission #1):**
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- **α control law (R&D §2.3):** `α(t) = Φ(R; R_floor, R_critical)` — a smooth-step of the **instantaneous** residual. `α=0` (autonomous) when `R < R_floor`; linear ramp in between; `α=1` (full human override / fail-closed) when `R > R_critical`. α is the *constraint weight*; the supervised transition is the Cartan–Iwasawa factor-wise slerp of §2.3.
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- **Bootstrapping (R&D §5):** `𝓘_gold` primed with `n_o, n∞, 1`; audit-passed replay-deterministic state versors promoted into it by signed review vote (ADR-0092); decay/pruning to principal axes.
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### What landed (`goldtether.py`)
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- `coherence_residual(F) = max(versor_unit_residual(F), versor_unit_residual(reverse(F)))` — **drift term only**. No `gold_invariants` field exists; the geometric distance term and scale harmonization are absent. (`measure()` has an optional reference-distance term but the `residual()`/`update()` path the monitor uses does not.)
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- Autonomy is a **monotonic per-step accumulator** (`autonomy += 0.01`, capped by a `floor` that rises `+0.02` only on `epistemic_elevation`) — **not** `Φ(R)`. `supervised_blend(source, target, alpha)` takes an **external** α, not one derived from the residual.
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- No bootstrapping / `𝓘_gold` / promotion / decay.
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### What landed (`goldtether.py`) — residual+α path (#24)
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- `coherence_residual(F)` remains the fail-closed **closure** gate (dual-checked unit residual).
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- `gold_invariants` seeded with identity + `n_o` + `n∞` (`_primal_gold_invariants`).
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- `goldtether_residual(F)` = scale-harmonized two-term residual (drift/ε + dist-to-gold / ‖F‖).
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- `alpha_constraint(F, mode=…)` = `Φ(R_gt; r_floor, r_critical)` composed with earned-autonomy floor; **SERVE always α=1**.
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- `supervised_transition` / `supervised_blend` on the Spin geodesic (`word_transition_rotor` + `rotor_power`).
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- `promote_gold_invariant(..., authorized=True)` is **caller-gated** (no self-authorize); `prune_gold_invariants` is a size bound retaining the three primals — **not** full principal-axis decay.
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### The gap
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The entire §2.3 harmonization fix and the §2.3/§5 gold-set machinery — the parts that give GoldTether its meaning — are not in the code path the monitor runs. The landed "earned autonomy" model is arguably a *safer* HITL story (autonomy must be earned slowly; serve never autonomous) but it is a different mechanism wearing the blueprint's names.
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### Remaining gap (#18 follow-up — deferred while wave GoldTether lands)
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- Full ADR-0092 / replay-verified promotion pipeline into `𝓘_gold`.
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- Principal-axis decay/pruning of the gold set (R&D §5).
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- ADR-0241 upgrade: unitary amplitude residual on \(\psi\) + optional chiral spinor charge (does not replace SERVE-never-autonomous).
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### Done right
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Add `𝓘_gold` (seeded `n_o, n∞, 1`), the two-term harmonized residual, and `α = Φ(R; R_floor, R_critical)` driving the Cartan–Iwasawa slerp. Preserve fail-closed + serve-never-autonomous. Document how the earned-autonomy ramp relates to (or is replaced by) `Φ(R)`. Depends on #16.
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### Done right (remaining)
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Wire replay-verified bootstrap + principal-axis prune; subsume residual readout into wave unitary residual without reopening serve autonomy. Preserve fail-closed + serve-never-autonomous.
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---
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@ -237,7 +251,36 @@ PY
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---
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## 12. Tracked follow-ups
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## 12. Wave-field substrate (ADR-0241) — 🟡 Proposed
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> **Status (2026-07-13):** ADR + deprecation plan + RED behavioral suite landed on
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> `feat/third-door-wave-field-substrate`. Implementation of `core/physics/wave_manifold.py`
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> is **not** on main yet. This section is the living contract for full subsumption of
|
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> Third-Door operators under continuous \(\psi\).
|
||||
|
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### Spec (ADR-0241)
|
||||
- Continuous multivector wave-field \(\psi \in Cl(4,1)\) (32-coeff) as the representation layer under Cartan/Procrustes, Surprise, GoldTether, Biography.
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- **Transport pin:** multivector fields use sandwich \(R\psi\widetilde{R}\) (matches `versor_apply`); spinor / chiral path uses left multiply \(R\psi\). Documented per API; no silent mix.
|
||||
- Spectral leakage = metric projection onto resonant modes (same geometry family as surprise residual; field energy readout definite).
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||||
- GoldTether unitary residual \(\|\psi\widetilde{\psi}-1\|_F\); chiral charge \(\langle\psi I\widetilde{\psi}\rangle_0\) only non-vacuous on odd-capable spinors (#19 remains closed for even field-state versors).
|
||||
- `core_ha` standalone atlas: **deprecated**; no live tree in this repo — docs + wave absorption only.
|
||||
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||||
### Acceptance (behavioral — RED until GREEN)
|
||||
- Unitary / sandwich step: amplitude residual \(< 10^{-6}\) after step (dual-checked).
|
||||
- Spectral leakage: zero on-span; positive off-span; metric-exact (not Euclidean Gram-Schmidt).
|
||||
- Wave polar: recovers known analogy rotor within residual pin.
|
||||
- Chiral charge: conserved under unitary \(R\) for odd-capable \(\psi\).
|
||||
- Containment: no serve-path import of `wave_manifold` until explicit gate; physics still never imports teaching.
|
||||
- #18 bootstrap/prune of \(\mathcal{I}_{gold}\) **stays deferred** while wave unitary residual lands.
|
||||
|
||||
### What is not done
|
||||
- `core/physics/wave_manifold.py` implementation (Slice 1 GREEN).
|
||||
- Subsumption of `surprise` / `dynamic_manifold` / `goldtether` / `biography` into wave primitives (Slice 2).
|
||||
- Rust/MLX acceleration of exp-map / cross-spectral (optional later).
|
||||
|
||||
---
|
||||
|
||||
## 13. Tracked follow-ups
|
||||
|
||||
| Gap | Issue |
|
||||
|---|---|
|
||||
|
|
@ -247,5 +290,7 @@ PY
|
|||
| Grade-5 pseudoscalar preservation gate — ⚪ RETIRED (vacuous; see §5) | #19 (closed) |
|
||||
| Surprise: metric projection + productivity polarity + DiscoveryCandidate wiring — 🟢 done | #20 (math #26; wiring #31) |
|
||||
| Absent proposals: sensorimotor + ADR-DAG | #21 |
|
||||
| Wave-field substrate (unitary, leakage, polar, chiral) — 🟡 Proposed / RED | ADR-0241 |
|
||||
| `core_ha` deprecation — 🟡 docs-only (no live tree) | ADR-0241 / deprecation plan |
|
||||
|
||||
Closing a gap = flip its `xfail` in `tests/test_third_door_blueprint_fidelity.py` to a passing behavioral test and delete the matching characterization lock. That is the definition of "done right" here.
|
||||
Closing a gap = flip its `xfail` in `tests/test_third_door_blueprint_fidelity.py` (or the ADR-0241 suite) to a passing behavioral test and delete the matching characterization lock. That is the definition of "done right" here.
|
||||
|
|
|
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