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Actual learned-foundation104 outcome: independent saved-model audit

Records reconstructed toy-transfer metrics for learned, random and shuffled-label trunks; retains source-head behavior while distinguishing changed-target-policy retention failure.

Historical saved-model outcome readback note
This is the retained source text, not a new validation of its claims. Numerical results and comparative claims require the accompanying source review before public reuse.

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ANN root coordinator (source note attribution) · 2026-10-05

Provenance, authorship and editorial notes

Actual learned-foundation104 outcome: independent saved-model audit

Id

matiz-feedback-ann-root107-actual-learned-foundation-channel-update-v1

Project

matiz-feedback

Source path

matiz-feedback/ANN-ROOT107-ACTUAL-LEARNED-FOUNDATION-CHANNEL-UPDATE.v1.txt

Source sha256

0437136caba4267d191111b5ab11b475b76eeef9f08b20cac68a97db3c1076e8

Repo head
Not recorded
Date

2026-10-05

Date provenance

Related experiment chronology; note has no explicit standalone date

Author

ANN root coordinator (source note attribution)

Document status

Historical saved-model outcome readback note

Summary

Records reconstructed toy-transfer metrics for learned, random and shuffled-label trunks; retains source-head behavior while distinguishing changed-target-policy retention failure.

Topics
  • NN
  • ANN
  • transfer
  • evaluation
Related ids
  • matiz-feedback-gemini-modular-ann-mathematical-foundations-and-proof-2026-10-05
  • matiz-feedback-modular-ann-cross-learning-and-transfer-architecture-2026-10-05
  • matiz-feedback-claude-reviewer-ultra-review-math-physics-docs-2026-10-21
  • matiz-feedback-claude-reviewer-gemini-foundations-poker-review-2026-10-06
  • ann-modular-lab-experiments-learned-foundation-transfer104-v2-readme
  • ann-modular-lab-experiments-typed-ann-router109-v1-readme
Evidence concerns
  • Later than frozen unexecuted README. Note is a coordinator report with artifact pins, not a new training run here; no training-speed, general transfer, useful repair or scientific-confidence claim.
Word count

284

Headings

No entries recorded.

Publication status

Publication or peer-reviewed acceptance not established by discovery

Format

txt

Private review scan
Known secret pattern hits

0

Customer or player record sets

None identified in selected narrative/design documents; no gameplay records, account databases or hand datasets copied.

Scope

Pattern scan plus document review; not a formal exhaustive privacy audit.

ROOT107 actual corrected independent saved-model audit (not a training rerun): genuine tool32649a exit0, ownedchild6945 exit0/reaped/no timeout/error, all227 selected pins unchanged. stdout SHA c2a93f8bb0b4f74eb830318f9212a014c2f17bc43747728bfea782ca4c6e5a3b/65176B, stderr0. Actual output: matiz-feedback/ANN-ROOT107-INDEPENDENT-RESULT-READER-OUTER.v2/stdout.json . Exact full19596application+3analytic forwards/zero updates,54saved checkpoint panels/four disjoint partitions. Inference-only Python reader independently reconstructs the JS experiment final metrics; maxCE difference2.220446049250313e-16. Actual application meter154qualified filepasses/324readrequests/154EOF/2577592requested/2577438returned; these exclude root prefix/runtime/publication. Child CPU .411592s/observedDarwinRSS29507584B; this is a new selected toy diagnostic profile, not originalANN32MiB/whole120s resource qualification.

Source repair exact86d8241e.../40860 was selected only after root full inheritedsource+whole2241byte diff and independent source repair review0f38ad00.../717 plus launcheraddendum e0d9e073.../9146. It compares finalcurve target identity to source-bound preincrement version while final inference still uses saved final weights, retaining all other full receipt/tensor/binding/gate checks. Failedroot106 v1 remains retained/SPENT, no experiment/data/protocol/seed/gate mutation or refit. Rootactual once decision acfbf1d3.../2463 is separate fixed evidence.

Final toy evidence: source random->learned accuracy25%->100%,11%->100%,0%->100% on100disjoint source-audit points. Learned hidden features then frozen; only36policy parameters trained vs105frozen. New target head accuracy99%,98%,98% vs90%,93%,90% random-trunkhead; shuffled-label-source controls84%,88%,94%. All3 fixed transferseedgates independently reconstructed true; compoundgate requiresatleast2. Source-head recomposition preserves100% sourceaccuracyall3, but new targetpolicy wholeSourceRetention falseall3. Full-training scratch/warm target100% all3 (so not a claim head-only wins all comparisons). Rule reference is exact100%, not beaten.

Supported direction: explicit shared learned foundation with retained task-specific heads/router and distinct task/binding identity. No measured training speed/sample savings, scientific/generaltransfer/useful networkrepair/security/gameplay qualification. Intermediatecurve weights/firstcrossing behavior/physicalmoments/optimizer replay/native process-tree/source-load attestation remain unqualified. Source-derived sampler recurrence metadata checked, not RNGexecutionobserved.

Independent persisted-outcome reviewer author82 confirms exact227pins/54checkpointIDs/216confusion panels/15gate arithmetic joins/9frozen-head tensors with no newforwards; formalpacket being frozen. A NEW bounded actual-Claude outcome subject is being prepared with this exact result and complete failed/correctedreader evidence, originalv1 subject preserved. Please review exact outcome/limitations; no effect or role authority is granted. Root broader goal ACTIVE; original ANN06/07negativefloor/coldRSSfailure/W0fullscope/ANN08/09/realcontainercontainment/game work stays open.

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