From 91650874b48ede6e0e2236b73b706b7036c31180 Mon Sep 17 00:00:00 2001 From: Shay Date: Wed, 22 Jul 2026 18:34:29 -0700 Subject: [PATCH] =?UTF-8?q?docs:=20weekly=20audit=202026-07-22=20=E2=80=94?= =?UTF-8?q?=20fix=20ADR-0132=20pointer,=20tombstone=20stale=20ADR-0243=20t?= =?UTF-8?q?win,=20index=20taxonomy=20note,=20land=20straggler=20TODO?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/adr/ADR-0132-binding-graph-data-model.md | 2 +- docs/adr/README.md | 7 + ...weekly-audit-2026-07-22-stragglers-todo.md | 124 +++++++ ...hension-reasoning-and-resonant-learning.md | 340 ++---------------- 4 files changed, 152 insertions(+), 321 deletions(-) create mode 100644 docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md diff --git a/docs/adr/ADR-0132-binding-graph-data-model.md b/docs/adr/ADR-0132-binding-graph-data-model.md index 02b9f72d..5e8d038a 100644 --- a/docs/adr/ADR-0132-binding-graph-data-model.md +++ b/docs/adr/ADR-0132-binding-graph-data-model.md @@ -2,7 +2,7 @@ **Status:** Accepted (Phase 1 only; Phases 2–5 deferred) **Date:** 2026-05-23 -**Parent proposal:** `docs/implementation/semantic-symbolic-binding-graph-proposal.md` (PR #170) +**Parent proposal:** `docs/paradigm-archive/semantic-symbolic-binding-graph-proposal.md` (PR #170; originally at `docs/implementation/`, retired to the paradigm archive under ADR-0252 §9, 2026-07-19 — this ADR's Phase 1 data model remains Accepted) **Related:** ADR-0115..0118 (math parser/solver/verifier/realizer), ADR-0126 (candidate-graph parser), ADR-0127 (units pack), ADR-0131 (math-expert rebench / proof corridor) diff --git a/docs/adr/README.md b/docs/adr/README.md index 7582807f..793ba022 100644 --- a/docs/adr/README.md +++ b/docs/adr/README.md @@ -19,3 +19,10 @@ The Master Architectural Specification lists ADR-0240–0253 with titles that [`MASTER-BLUEPRINT-2026-07-20-ADR-MAPPING.md`](./MASTER-BLUEPRINT-2026-07-20-ADR-MAPPING.md) - Governance freeze decision: [`ADR-0253-master-blueprint-adr-collision-and-dual-pack-boundary.md`](./ADR-0253-master-blueprint-adr-collision-and-dual-pack-boundary.md) + +## Binding non-ADR notes in this directory + +- [`epistemic-taxonomy-ownership-stage3.md`](./epistemic-taxonomy-ownership-stage3.md) + — binding ownership note (Master Blueprint Stage 3A, 2026-07-20): the three + orthogonal epistemic axes (`EpistemicStatus` / `EpistemicState` / + `GeometricCoherenceVerdict`) must not be collapsed into one enum. diff --git a/docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md b/docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md new file mode 100644 index 00000000..16d4e5d9 --- /dev/null +++ b/docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md @@ -0,0 +1,124 @@ +# Weekly Audit — 2026-07-22 — cleanup-week integrity pass, stragglers, and TODO + +**Scope**: main from PR #76 (`compare_multiplicative` increment plan) through +PR #97 (`logos` bulk live morph authority) — the week that landed the reader-arc +recalibration (ADR-0251), the paradigm consolidation (ADR-0252), the Master +Blueprint collision freeze (ADR-0253 + mapping), and Master Convergence +Stages 1–4 (#95) plus #96/#97. 134 files, +17,028/−770. + +**Auditor**: Claude (session audit), read-only verification against +`forgejo/main` @ `f94dbd40` plus doctrine-authorized hygiene cleanup. + +--- + +## 1. Verified sound (no action) + +- **Smoke suite green on landed main**: 180 passed, 0 failed (2:17), + `uv run core test --suite smoke -q` @ `f94dbd40`. +- **`uv lock --check`**: lock file consistent with `pyproject` (217 packages). +- **ADR status registry vs. mapping doc**: ADR-0240 Proposed; 0241–0250 and + 0252–0253 Accepted; 0251 partial (§§1–4 ratified) — matches + `MASTER-BLUEPRINT-2026-07-20-ADR-MAPPING.md` registry table exactly. +- **Superseded-in-place annotations** (ADR-0164, ADR-0174, ADR-0243 sketch + pins, ADR-0244 dual-mode excision rewrite) are present and accurate against + code: no `_axis_projection` / `_mean_frame_coherence` / scalar-L2 remnants in + `core/`; `tests/test_stage2_physics_hardening.py` pins the removed symbols + as absent. +- **ADR-0252 §9 retirement record**: all five formulations physically moved to + `docs/paradigm-archive/` with git history preserved (`--follow` verified); + old paths gone from `docs/analysis|handoffs|implementation`. +- **Gate defaults match doc claims**: `RuntimeConfig.identity_wave_gate = False` + (`core/config.py:301`) — consistent with ADR-0244's "live refusal remains + flag-gated" and the standing non-authorization. +- **No new TODO/FIXME/HACK markers** entered `*.py` across the whole week's + diff; no merge-conflict markers anywhere in tracked `*.py`/`*.md`. +- **New `scripts/measure_trackb_*.py`** are referenced by the Track-B research + dossiers (not orphans). +- **`epistemic-taxonomy-ownership-stage3.md`** placement in `docs/adr/` is + deliberate (binding ownership note, not an ADR renumber) — now indexed from + `docs/adr/README.md` (fixed in this PR). + +## 2. Small issues fixed in this PR + +1. **ADR-0132 dangling parent pointer** — pointed at + `docs/implementation/semantic-symbolic-binding-graph-proposal.md`, which + ADR-0252 §9 moved to `docs/paradigm-archive/`. Pointer updated with the + retirement annotation. +2. **Stale near-duplicate of ratified ADR-0243** — + `docs/research/ADR-0243-…md` still carried `Status: Proposed` and had + drifted from the canonical body by a few annotation lines. Replaced with a + tombstone pointing at the canonical Accepted ADR; the one annotation unique + to the copy (`modality_transition_sandwich` ingress note) is preserved in + the tombstone. +3. **`docs/adr/README.md`** — added an index entry for the binding + non-ADR ownership note (`epistemic-taxonomy-ownership-stage3.md`), which was + referenced nowhere. + +## 3. Hygiene cleanup performed (session, no PR needed) + +Per the merge-then-cleanup doctrine (branch AND worktree deleted immediately +after merge) — all four verified clean and fully merged before removal: + +- Worktrees removed: `core-postmerge-pr87-integrity-audit` (#88), + `core-relational-operator-ablation` (#87), `core-wt-trackb` (#85), + `core-wt-trackb2` (#86); matching local branches deleted. +- Forgejo remote branches deleted (0 commits ahead of main): + `feat/trackb-symbolic-sme-s1`, `feat/trackb-symbolic-sme-s2s4`, + `fix/a2k-fraction-decrease-scale-range`. +- Local `main` fast-forwarded to `forgejo/main` (`f94dbd40`). + +## 4. TODO — items needing a ruling or deeper investigation + +- [ ] **T1 (governance): register convergence-era runtime invariants — or rule + that tests suffice.** `docs/specs/runtime_contracts.md` cites no ADR newer + than the 0230s. The week landed several fail-closed runtime invariants that + are currently enforced only by code + architecture tests: ADR-0244 wave-only + identity (`MissingWaveStateError`), ADR-0253 dual-pack serve boundary + (`tests/test_pack_draft_serve_boundary.py`), #96 fail-closed linguistic + governance phases, #97 bulk live morph authority. `AGENTS.md` invariants + (INV-…) also saw zero changes all week. Decide: add contract entries / + INV lines, or record explicitly that the arch-test layer is the SoT here. +- [ ] **T2 (runtime state): stale `engine_state/` checkpoint.** Smoke emits + `RuntimeWarning: engine_state checkpoint was written at revision '4b9dbe72…' + but the current revision is 'f94dbd40…'` (`chat/runtime.py:807`). Given + continuity doctrine, clearing is NOT something to do casually — decide + whether to re-baseline the checkpoint on current main or keep it and accept + the warning. +- [ ] **T3 (worktree): Antigravity worktree + `~/.gemini/antigravity/worktrees/core/implement-substrate-linguistic-anchors`** + — branch tip is ON main history (0 ahead) but the tree has 4 uncommitted + files. Likely superseded by PR #96 (linguistic governance). Reconcile the + 4 files, then remove worktree + branch. +- [ ] **T4 (worktrees): two stale detached demo worktrees** — + `/private/tmp/builder-ii-flagship-demo/demo-worktree` and the + `grok-goal-…/recipe3_demo_loop/demo-worktree` under `$TMPDIR`, both clean, + detached @ `18c578d9`. Remove via `git worktree remove` once confirmed no + running demo serves from them (left alone in this pass for that reason). +- [ ] **T5 (branch garden): stale branch sweep.** ~50 local branches (many + `audit-*`, `backup/*`, `chore/*` from May–June) and ~210 `origin/*` branches + on the GitHub mirror. Needs a batched merged-vs-unmerged triage; separate + authorization before any mass deletion. +- [ ] **T6 (active experiments): ADR-0252 §5 structure-mapping worktrees** — + `core-wt-sme` (`rnd/structure-mapping-experiment`, 1 ahead) and + `core-wt-sme2` (`rnd/sme-experiment-v2`, 1 ahead + 2 untracked scripts: + `extract_sme_corpus.py`, `test_single_pair.py`). Active and authorized; track + them to a dossier/PR so the untracked scripts don't rot outside history. +- [ ] **T7 (ADR annotation): `modality_transition_sandwich` sentence** — the + annotation preserved in the ADR-0243 research tombstone exists nowhere in the + canonical ADR. If it is load-bearing for the SD-B pin record, fold it into + the canonical ADR-0243 annotation under a separate small ruling. +- [ ] **T8 (declared debt, consolidation): fold the week's declared residuals + into next-arc planning.** #97's honest accounting + (`docs/analysis/logos-bulk-live-authority-residual-2026-07-20.md`) lists six + open residuals (parallel `generate/linguistic_pipeline` cue tables, lexicon + breadth, legacy math/meaning_graph IR outside the morph seam, holonomy crown + not LIVE, disconnected pack frames, single `plural_abstain` rule type). These + are declared debt, not stragglers — but they now live only in an analysis + doc; pull them into whatever planning artifact governs the next Logos/IR arc + so they don't silently age out. +- [ ] **T9 (docs, minor): historical docs referencing pre-archive paths** — + `docs/workbench/capability-mastery-implementation-plan.md:33,85-86` and + `docs/briefs/parallel-2026-05-23/L2-opus2-binding-graph-phase1.md` cite the + retired paradigm docs at their old `docs/analysis|implementation/` paths. + Both are point-in-time records; either leave as history (default) or annotate + with the archive location. No governance weight either way. diff --git a/docs/research/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md b/docs/research/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md index 6dafe8a5..2b42465f 100644 --- a/docs/research/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md +++ b/docs/research/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md @@ -1,327 +1,27 @@ -# ADR-0243: Wave-Field Cognitive Lifecycle — Comprehension, Resonant Reasoning, and Lifelong Learning +# ADR-0243 — moved: this research copy is retired -**Status**: Proposed (acceptance path: benchmark evidence \+ Joshua review) -**Date**: 2026-07-14 -**Deciders**: Joshua Shay \+ multi-model R\&D -**Traceability**: Notion R\&D (Engineering Reference Vault Interconnection: `core_HA` Patterns) -**Related**: ADR-0003, ADR-0006, ADR-0238, ADR-0239, ADR-0240, ADR-0241, ADR-0242, `core/physics/wave_manifold.py` -**Canonical path**: `docs/adr/` +**Status of this file**: Tombstone (weekly audit, 2026-07-22). Not an ADR. ---- +The canonical, governing text lives at: -## 1\. Context and Problem Statement +> [`docs/adr/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md`](../adr/ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md) +> — **Accepted**, ratified by Joshua Shay 2026-07-17 +> (`docs/audit/adr-0243-acceptance-packet-2026-07-17.md`). -With the successful unification of the **$Cl(4,1)$ Conformal Wave-Field ($\\psi$)** substrate ([ADR-0241](https://drive.google.com/file/d/1F_7QYtPysBP4qMbLGlGPnXgYx9IXug8nUYrpiCGSunE/view?usp=drivesdk)) and the implementation of the **Deterministic Fibonacci search** ([ADR-0242](https://drive.google.com/file/d/15_NECCPy-tEWGfYi_BNqawm8GytUTMkz1DsOqGVMXhI/view?usp=drivesdk)), CORE's physical layer has reached structural maturity. +This `docs/research/` copy was the pre-ratification import (2026-07-14, +header still said *Proposed*) and had drifted from the canonical body by a +few annotation lines. It is retired to prevent a stale near-duplicate of a +ratified ADR from being read as authoritative. The file is kept as a +tombstone (rather than deleted) so historical links — e.g. +`docs/analysis/adr-0244-cohesion-directive-audit-2026-07-17.md` — still +resolve. -However, we must now define how these new physical and geometric evolutions are leveraged to solve the fundamental cognitive tasks where traditional architectures struggle: +One annotation existed only in this copy and is preserved here for the +record (context: the §5.1 Schrödinger-propagator sketch, pin SD-B, +convergence 2026-07-20): -- **Comprehension & Ingress**: Traditional architectures parse and embed inputs into flat, context-dry vectors, leading to representation drift, attention decay over long contexts, and loss of structural relations. -- **Problem Solving & Reasoning**: Traditional systems treat reasoning as probabilistic path-search or auto-regressive step generation. This lacks mathematical guarantees of correctness and suffers from cumulative error propagation. -- **Egress & Generation**: Probabilistic autoregressive decoding selects discrete tokens one-by-one via softmax sampling, which has no global coherence guarantees, leading to hallucinations and semantic drift. -- **Contemplation & Learning**: Standard models require gradient-descent backpropagation to update static weights, which is computationally expensive, non-reconstructible, and prone to catastrophic forgetting. - -This ADR defines the complete **Wave-Field Cognitive Lifecycle**, leveraging the wave function to establish a fully deterministic, closed-loop, physical-relaxation-based paradigm for comprehension, reasoning, generation, and learning. - ---- - -## 2\. Decision and Architectural Formulation - -We dissolve the probabilistic, token-by-token paradigm of classical AI. We establish that **cognition is the continuous physical evolution, resonance, and relaxation of a Conformal Wave-Field ($\\psi$) across a single $Cl(4,1)$ geometric substrate**. - - \[INGRESS\] \[REASONING\] \[EGRESS\] - - Continuous Modalities Hamiltonian Well (H\_p) Thermodynamic State - - | | | - - v (Superposition) v (Physical Relaxation) v (Energy Class check) - - Ingress Wave (psi\_in) \=======\> Steady State (psi\_final) \=======\> Linguistic Readback - - ^ ^ | - - | (Resonant recall) | (Unitary update) v (GoldTether Gate) - - Standing-Wave Atlas \<===================+===========================\> safe, aligned output - - | - - v (Verified holonomy R) - - Biography update (R\_bio) - ---- - -### 2.1 Ingress and Reading Comprehension: Wave Ingestion and Holomorphic Dispersion - -Reading comprehension is modeled as **Wave-Packet Ingestion and Holomorphic Dispersion**, replacing flat token embeddings. - -1. **Ingress Wave Packet**: An incoming text block, symbolic formula, or multimodal sensory stream is compiled into a localized, coherent wave packet $\\psi\_{ ext{context}}(X)$. This compilation preserves spatial-temporal phase relationships: $$\\psi\_{ ext{context}}(X) \= \\sum\_i c\_i \\psi\_{ ext{token}\_i}(X)$$ -2. **Holomorphic Dispersion**: As $\\psi\_{ ext{context}}$ is injected, it propagates through the `VocabManifold`. Proximity and meaning are not calculated via nearest-neighbor vector scans. Instead, the wave disperses and performs parallel cross-correlation with the registered standing-wave modes ${\\psi\_k}$ of the Hyperbolic Atlas, generating a spectrum of resonant coefficients: $$R\_k \= \\int\_M \\langle \\psi\_{ ext{context}}(X) \\widetilde{\\psi}\_k(X) angle\_0 dX$$ This represents the instant, parallel projection of the input context onto the entire known semantic manifold. - ---- - -### 2.2 Reasoning and Problem Solving: Hamiltonian Well Relaxation - -Problem-solving is re-engineered as a **Physical Wave-Field Relaxation Process**, replacing probabilistic step-by-step tree search. - -1. **The Problem Hamiltonian**: The constraints and boundary conditions of a given problem (e.g. mathematical equalities, safety rules, or logical premises) are formulated as potential energy barriers or wells in a problem-specific Hamiltonian operator $\\mathcal{H}\_{ ext{problem}}$. -2. **Relaxation to Eigenstates**: The ingress wave field $\\psi\_{ ext{context}}(X)$ is set as the initial state $\\psi(X, 0)$. The system is allowed to evolve under the Algebraic Schrödinger Equation: $$\\partial\_t \\psi \= \\mathcal{H}*{ ext{problem}}(\\psi) I$$ Through this evolution, the wave field naturally disperses away from high-potential barriers (representing logical contradictions or safety violations) and settles (relaxes) into the lowest-energy, stable standing-wave eigenmodes of the problem manifold: $$\\psi*{ ext{steady}}(X) \= \\lim\_{t o \\infty} \\exp\\left( \\mathcal{H}*{ ext{problem}} I t ight) \\psi*{ ext{context}}(X)$$ The resulting steady-state wave $\\psi\_{ ext{steady}}(X)$ represents the exact, geometrically congruent solution to the problem. It is mathematically guaranteed to satisfy all boundary conditions with zero room for intermediate fabrication. - ---- - -### 2.3 Egress and Generative Articulation: Thermodynamic Wave Readback - -We replace probabilistic softmax token generation with **Thermodynamic Wave Readback**, providing ironclad coherence guarantees. - -1. **Thermodynamic Energy Classes**: The Field Energy Operator ($H$, defined in [ADR-0006](https://core-gitquarters.acbcontent.org/core-labs/core/src/branch/main/docs/adr/ADR-0006-field-energy-operator.md)) evaluates the "energy class" (E0 to E4) of the relaxed wave-field $\\psi\_{ ext{steady}}(X)$. - - **E0/E1 (Crystalline/Stable)**: Represents cold, settled knowledge. It is bypassed for generation and vaulted into the sharded Delta-CRDT registers. - - **E3/E4 (Hot/Critical)**: Indicates a high-activation, settled state that carries maximum semantic charge and "wants" to be articulated. -2. **Linguistic Readback**: For E3/E4 states, the system invokes the readback rules of the active language pack (`en/readback_rules.py`, `he/readback_rules.py`, `el/readback_rules.py`). These rules map the geometric components—the principal bivector directions and scale-invariant parameters of the wave field—directly to symbolic tokens or motor commands. -3. **GoldTether Gate**: Before any token or continuous action is permitted to exit the boundary, the **GoldTether unit residual** is evaluated: $$R\_{ ext{GoldTether}} \= \\sup\_{X \\in M} \\left| \\psi\_{ ext{steady}}(X) \\widetilde{\\psi}\_{ ext{steady}}(X) \- 1 ight|\_F \< 10^{-6}$$ If the generated state would introduce non-unitary drift (hallucination or ungrounded statements), the gate closes instantly, blocking the output and prompting a pre-ratified, safe fallback. - ---- - -### 2.4 Speculative Contemplation and Non-Resonant Curiosity - -Active thinking, self-reflection, and learning are modeled as **Speculative Contemplation and Non-Resonant Curiosity**, replacing classical gradient-descent backpropagation. - -1. **Speculative Generation**: During idle cycles, the contemplation loop (`core/contemplation/runner.py`) speculatively generates wave-packets $\\psi\_{ ext{speculative}}(X)$ representing potential hypotheses or analogical transfers. -2. **Orthogonal Surprise Check**: The non-resonant surprise residual of the speculative wave is evaluated: $$\\mathcal{S}(\\psi) \= \\psi\_{ ext{speculative}} \- \\mathcal{P}*{ ext{resonance}}(\\psi*{ ext{speculative}})$$ - - **Low Surprise**: The hypothesis is fully explained by the existing resonant schema. It is integrated immediately with no learning required. - - **High Surprise (Discovery Signal)**: If $E\_{ ext{surprise}} \> \\gamma$, the speculative wave contains structural novelty. This signal is held as a `DiscoveryCandidate` and routed to the offline review corridor. It does *not* alter active knowledge but directs the self-authorship loop (`core/physics/self_authorship.py`) to generate a proposal to expand the active Hamiltonian $\\mathcal{H}$, enabling structured learning without catastrophic forgetting. - ---- - -### 2.5 Lifelong Resonant Learning: Biography Holonomy Update - -CORE-native learning is the permanent record of the entity's lived experiences as a sequence of geometric transformations. - -Once a sequence of reasoning and action steps is validated (via the validation harness, [ADR-0240](https://drive.google.com/file/d/1eFNoXQl5BbUo6g4GBzRXi5tyIhT5RUGZQG6afaVXTg4/view?usp=drivesdk)), the exact unitary transformation $R \\in Spin(4,1)$ undergone by the wave-field is compiled into the **Biography Holonomy Blade** (`biography.py`): $$\\mathcal{H}*{ ext{bio}} \\leftarrow \\mathcal{H}*{ ext{bio}} \\cdot R$$ This is the ultimate, non-lossy, reconstruction-over-storage compilation of experience. It represents the "wisdom" of the entity, which can be replayed and audited byte-for-byte\! - ---- - -## 3\. Implementation Specification (The Cognitive Relaxation Loop) - -Below is the Python prototype implementing wave-field ingestion, Hamiltonian well relaxation (problem-solving), and the GoldTether egress gate inside the active reasoning pipeline. - -\# core/physics/cognitive\_lifecycle.py - -from \_\_future\_\_ import annotations - -import numpy as np - -import scipy.linalg as la - -from dataclasses import dataclass - -from typing import Callable, Tuple - -N\_COMPONENTS \= 32 - -@dataclass(frozen=True, slots=True) - -class IngressWavePacket: - - psi: np.ndarray \# 32-vector coefficients - - domain\_id: str - -@dataclass(frozen=True, slots=True) - -class EgressVerdict: - - admitted: bool - - wave\_out: np.ndarray - - residual: float - - message: str - -class CognitiveLifecycleEngine: - - def \_\_init\_\_(self, epsilon\_drift: float \= 1e-6): - - self.epsilon\_drift \= epsilon\_drift - - self.I \= np.zeros((N\_COMPONENTS, N\_COMPONENTS)) - - \# Central pseudoscalar proxy - - for i in range(N\_COMPONENTS // 2): - - self.I\[2\*i, 2\*i+1\] \= 1.0 - - self.I\[2\*i+1, 2\*i\] \= \-1.0 - - def ingest\_context(self, tokens: list\[np.ndarray\], domain\_id: str) \-\> IngressWavePacket: - - """ - - Compiles discrete symbolic token wave-packets into a superposed, - - coherent IngressWavePacket. - - """ - - psi\_sum \= np.zeros(N\_COMPONENTS, dtype=np.float64) - - for t in tokens: - - arr \= np.asarray(t, dtype=np.float64) - - psi\_sum \+= arr - - \# Normalize to preserve unitary probability amplitude - - norm \= np.linalg.norm(psi\_sum) - - psi\_norm \= (psi\_sum / norm) if norm \> 1e-12 else psi\_sum - - return IngressWavePacket(psi=psi\_norm, domain\_id=domain\_id) - - def solve\_via\_relaxation( - - self, - - ingress: IngressWavePacket, - - H\_problem: np.ndarray, - - relaxation\_steps: int \= 100, - - dt: float \= 0.01 - - ) \-\> np.ndarray: - - """ - - Solves a problem via continuous wave-field relaxation. - - The wave relaxes into the minimum-energy eigenstate of H\_problem. - - """ - - psi \= ingress.psi.copy() - - \# IMPLEMENTED (not this sketch): imaginary-time power iteration in - - \# core/physics/cognitive_lifecycle.relax_to_ground — geometric_product - - \# path only. The np.dot / la.expm sketch below is HISTORICAL and - - \# SUPERSEDED (pin SD-B; convergence 2026-07-20). Multi-modality - - \# ingress uses modality_transition_sandwich (R·ψ·rev(R) + GoldTether). - - \# - - \# Schrödinger propagator sketch (DO NOT IMPLEMENT): - - generator \= np.dot(H\_problem, self.I) \# SUPERSEDED — do not implement - - R \= la.expm(generator \* dt) - - - - \# Relaxation loop (Euler/exponential integrator) — SUPERSEDED - - for \_ in range(relaxation\_steps): - - psi \= np.dot(R, psi) - - \# Enforce the null-cone amplitude normalization step - - norm \= np.linalg.norm(psi) - - if norm \> 1e-12: - - psi /= norm - - - - return psi - - def egress\_gate(self, psi\_steady: np.ndarray) \-\> EgressVerdict: - - """ - - Unitary GoldTether egress gate: blocks non-unitary/hallucinated - - wave-states from entering the readback and serving paths. - - IMPLEMENTED residual: WaveManifold.measure_unitary_residual / - - goldtether.coherence_residual (ψ · rev(ψ) via geometric_product). - - The np.dot sketch below is SUPERSEDED (convergence 2026-07-20). - - """ - - psi\_arr \= np.asarray(psi\_steady, dtype=np.float64) - - \# SUPERSEDED flat residual — use geometric_product path in code: - - \# rev(psi) proxied via conjugate transpose under I-metric - - psi\_rev \= np.dot(self.I.T, psi\_arr) - - norm\_product \= np.dot(psi\_arr.T, psi\_rev) - - drift \= np.abs(norm\_product \- 1.0) - - - - if drift \> self.epsilon\_drift: - - return EgressVerdict( - - admitted=False, - - wave\_out=np.zeros\_like(psi\_arr), - - residual=float(drift), - - message="REJECTED: Unitary propagator drift exceeds epsilon\_drift limit (ungrounded state)." - - ) - - - - return EgressVerdict( - - admitted=True, - - wave\_out=psi\_arr, - - residual=float(drift), - - message="ADMITTED: Wave-field verified and promoted to readback path." - - ) - ---- - -## 4\. Consequences and Gating Rules - -### 4.1 Benefits - -- **Autoregressive Hallucination Eliminated**: By replacing step-by-step probabilistic token sampling with physical wave relaxation, output generation is strictly constrained by the geometry of the problem Hamiltonian. -- **Zero Coordinate Loss**: Resonant standing-wave lock-in ensures that recalled memories are mathematically exact, preventing the fuzzy centroid degradation of legacy architectures. -- **Topologically Protected Wisdom**: Experience is compiled directly into the Biography Holonomy Blade as unitary rotor products, providing an untamperable, replayable audit trail of lifelong learning. - -### 4.2 Gating Rules - -- **No Direct Hot-Path Promotion**: Reconstructed wave-fields or proposed Hamiltonian adjustments from the self-authorship loop (`core/physics/self_authorship.py`) must never bypass the one-mutation-path. Speculative changes must reside strictly within the `evals/` and `calibration/` quarantine zones until ratified by a signed human certificate. - ---- - -## 5\. References - -1. `docs/adr/ADR-0003-coordinate-system-dissolution.md` — Relational fields replacing coordinate frames. -2. `docs/adr/ADR-0238-GoldTether-Modulated-Supervised-Autonomy.md` — GoldTether residual monitoring. -3. `docs/adr/ADR-0239-Conformal-Procrustes-Surprise-Dual-Operator.md` — Conformal Procrustes and surprise. -4. `docs/adr/ADR-0241-wave-field-driven-hyperbolic-atlas-and-resonant-cognition.md` — Continuous wave-field framework. -5. `docs/adr/ADR-0242-deterministic-fibonacci-operators-and-evidence-gated-optimization.md` — Fibonacci search contract. +> Multi-modality ingress uses `modality_transition_sandwich` +> (R·ψ·rev(R) + GoldTether). +If that sentence should also live in the canonical ADR-0243 annotation, +fold it in under a separate ruling (see the 2026-07-22 weekly audit TODO).