JOB136 INDEPENDENT LOCAL AUDIT CONCLUSION

The narrow numerical objective was achieved. The preselected deployment seed
scores typed-link micro F1 0.991242 on 1,200 fresh examples, compared with COPY
0.901810 and the frozen Job135 model 0.552929 on those same fields. Independent
set-based recomputation agrees with all reported graph/addition/removal,
persistence and exact-set results for 11 methods. The other two trained seeds
score 0.991532 and 0.991393. Test bytes match the earlier generation manifest;
fresh train/development/test base IDs are disjoint.

This improvement is not only copying. The deployment model recovers required
changes while retaining 28,206 of 28,329 persistent target links. It nevertheless
produces 370 extra links, misses 183 target links, and returns an exactly correct
graph on only 920/1,200 scenes (76.7%). Those figures describe the bounded
synthetic task, not the preservation of a philosophical argument.

The most important remaining weaknesses must stay beside the headline:

* Truly new links to born cells score F1 0.525502. The larger 0.934947 'added'
  score includes retyping existing links, so it is not a measure of successful
  invention of new relationships. Removing the addition head raises aggregate
  F1 slightly to 0.992412 but reduces exact graph accuracy to 0.734167. The fixed
  deployment model was not changed after observing that diagnostic.
* In 120 deliberately difficult distance-boundary fixtures, F1 falls to 0.6,
  tied with COPY. The model retains only 24/72 teacher-persistent links there;
  COPY retains all 72. The learned thresholds are not dependable at every edge.
* The teacher provides KEEP, resonance/tension retypes, and one kind of birth
  return-link. Training provides no positive examples of arbitrary REMOVE or
  directed retyping to types 2–5. Those heads exist in the format, but their
  general intended use has not been learned or demonstrated.
* The model receives explicit geometric distance and signed membrane distance.
  Existing endpoints and a restricted addition candidate set are designed
  structure. These are legitimate inductive biases, not acquired understanding.
* Other expression channels still come from frozen Job135. This release is a
  specialist relation repair, not a demonstrated improvement in every channel.

Secondary scores across 960 stress/rollout records and three methods also
recompute exactly. The exact stress implementations were written after primary
outcomes and are labeled exploratory. Four-step local response checks use
teacher(current model input); they do not measure convergence to a separately
evolving teacher trajectory. They retain slot order whereas the public browser
recanonicalizes a newly submitted field, so they are not browser interaction
validation or proof of long-term semantic memory.

Deterministic protection is separately tested. Keeping selected links and their
endpoint colours is software policy, not part of the reported model accuracy.
The runtime preserves the unguarded proposal for inspection; rejected endpoint
loss or capacity conflicts retain the input. Position, layer and emphasis can
still change, and additional links may coexist with a protected old relation.
Even protected colour and link identity is not a guarantee of preserved meaning.

Verification performed here:
  9 independent graph-metric fixtures;
  11 bias-controlled source-only model/adapter fixtures;
  14 independent UI-protection and identity fixtures;
  full recomputation of 1,200 primary prediction records across 11 methods;
  full recomputation of 960 secondary records across three methods;
  offline reply CLI smoke test, exact raw input parent hash, and independent
  JavaScript field validation.

The audit found and reported two release-helper issues: the offline reply
initially hashed a reserialized input instead of exact original bytes, and its
CLI JSON export rejected NumPy integers. Both were corrected in the helper,
with originals/failures retained. No trained weights or scientific metric
functions changed. The evaluator's own NumPy serialization retry likewise
preserves the original evaluator; its metric function ASTs match the repaired
version. The local freeze unintentionally included some changing publication
helpers; those differences are recorded, not silently erased.

This is a separate local agent audit using explicit records and independent
score code, not an external replication or authenticated preregistration.
No actual browser, physical phone, or live hosting was tested by this audit.
No claim of colour experience, conceptual consciousness, general intelligence,
or understanding love and freedom follows from these scores.

The defensible finding is a large measured improvement in a narrow learned
relationship task, plus separately inspectable preservation controls. A
dependable steward of all expressed meaning remains a research aim.
