Merge pull request 'docs: weekly audit 2026-07-22 — straggler fixes + TODO ledger' (#98) from chore/audit-2026-07-22-stragglers into main
Reviewed-on: #98
This commit is contained in:
commit
e7140bf230
4 changed files with 152 additions and 321 deletions
|
|
@ -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)
|
||||
|
|
|
|||
|
|
@ -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.
|
||||
|
|
|
|||
124
docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md
Normal file
124
docs/analysis/weekly-audit-2026-07-22-stragglers-todo.md
Normal file
|
|
@ -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.
|
||||
|
|
@ -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).
|
||||
|
|
|
|||
Loading…
Reference in a new issue