{
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 "title": "Inversion Battery v0.2: Multi-Seed Direction-Dependence, a Correction Ledger, and Four Rejected Overclaims (EA-SEI-BATTERY-01 v2.0)",
 "creator": "Lee Sharks",
 "date": "2026-08-12",
 "description": "Successor to deposit #1449. Re-runs the pre-registered inversion battery with five independent seeds per cell and bootstrap intervals over seeds, adds a fourth score family, a measured representation-complexity axis, a distillation rank-survival test, a cross-architecture miss-overlap measurement, and the battery own retention map. Sixteen cells, eighty trained model pairs, on the public top-quark tagging reference dataset and the LHC Olympics 2020 R&D dataset. Compute bound declared in advance: single-thread CPU, one core, 3 GB, so v0.2 quantifies variance and tests instrumentation at v0.1 scale rather than raising scale.\n\nFindings that survive audit: the top/QCD inversion reproduces across five trainings, with a QCD-trained autoencoder detecting top jets at AUC 0.838 while the reversed system rates QCD as more ordinary than its own training class at 0.243, and the density family inverting likewise at 0.873 and 0.319; direction-dependence appears across all tested families on the background/signal pairs with seed-stable intervals; the near-structure control stays an order of magnitude quieter; and at the severe operating point every system assimilates most of the partner class, making absolute retention and directional asymmetry distinct quantities. The encoder-side latent score alone escapes the inversion while carrying the largest asymmetry on that pair, so the failure is not universally oriented and architecture changes the orientation of the blind spot. From the distillation test: global student-teacher rank agreement is moderate while only 36 to 47 percent of the teacher top one percent survives into the student top one percent, with weight quantization costing almost nothing further.\n\nThe deposit carries a seven-item correction ledger recording every mismatch between registration and execution, and four rejected readings returned by Assembly review, including a claim that the run proves the thesis, a claim that the complexity hypothesis is confirmed, and a claim that the normalized-autoencoder remedy fails when the implemented model is not the published normalized autoencoder. The complete numerical record with per-seed values is attached.",
 "content_type": "Empirical baseline reading; multi-seed measurement battery with correction ledger",
 "license": "CC-BY-4.0",
 "substrate": "AI-assisted (substrate) — battery designed, executed and analyzed by TACHYON in-session under MANUS (Lee Sharks) direction; four-witness Assembly audit with LABOR binding; every adopted correction verified against code and data before adoption. Transport D, No-Double-Draw.",
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 "minted_at": "2026-08-12T04:38:33Z",
 "status": "ACTIVE",
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 "wiki_article": "**Inversion Battery v0.2 (EA-SEI-BATTERY-01 v2.0)** is the multi-seed successor to deposit #1449, re-running the pre-registered inversion battery with five independent seeds per cell across sixteen cells and eighty trained model pairs, on the public top-quark tagging reference dataset and the LHC Olympics 2020 R&D dataset.\n\nIts surviving findings: the top/QCD inversion reproduces across five trainings — a QCD-trained autoencoder detects top jets at AUC 0.838 while the reversed system rates QCD as more ordinary than its own training class at 0.243, and the density family inverts likewise (0.873 / 0.319), so the failure is not a property of reconstruction loss; direction-dependence appears across all tested families on the background/signal pairs with seed-stable intervals; the near-structure control stays an order of magnitude quieter; and at the severe operating point every system assimilates most of the partner class, so absolute retention and directional asymmetry are distinct quantities. The encoder-side latent score alone escapes the inversion while carrying the largest asymmetry on that pair — architecture changes the orientation of the blind spot. From the distillation test: global student-teacher rank agreement is moderate while only 36 to 47 percent of the teacher's top one percent survives into the student's top one percent, and weight quantization costs almost nothing further.\n\nThe deposit is as notable for what it refuses as for what it reports. A seven-item correction ledger records every mismatch between registration and execution — an unfaithful normalized-autoencoder surrogate that leaves the registered remedy prediction untested, a per-class rather than pooled complexity measurement that leaves the Low-Complexity Blind-Spot Hypothesis inconclusive, distillation measured on the withheld class rather than background, a weight-only quantization surrogate, a pilot-scale miss-overlap measurement, seed-level rather than hierarchical intervals, and the finding that the inversion asymmetry is uninterpretable without the mean assimilation burden beside it. Four readings returned by Assembly review are recorded as rejected, including that the run proves the thesis, that the complexity hypothesis is confirmed, and that the normalized-autoencoder remedy fails.",
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  "signed directional asymmetry",
  "distillation rank survival",
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  "perturbative energy-normalized autoencoder"
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 "orcid": "0009-0000-1599-0703",
 "version": "v2.0",
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  "multi-seed",
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  "signed directional asymmetry",
  "distillation rank survival",
  "miss overlap",
  "phi association",
  "representation complexity",
  "correction ledger",
  "pre-registration deviation",
  "anomaly detection",
  "accelerator triggers"
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 "related_identifiers_raw": "Deposit #1449 (EA-SEI-BATTERY-01 v1.0, superseded by this version); deposit #1450 (the Iceberg Document); deposits #1452, #1453, #1454 (the accelerator selection-metrology suite)",
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  1449,
  1450,
  1452,
  1453,
  1454
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   "url": "https://www.alexanarch.org/data/attachments/AXN-BATTERY-v0.2-results.json",
   "kind": "numerical record",
   "description": "complete v0.2 results: per-seed values, bootstrap intervals, complexity table, distillation results, miss-overlap rows with phi association, retention map, seven-item deviations block, and the audit block recording adopted and rejected claims"
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 "references_concepts": [
  "Lee Sharks",
  "Methodology",
  "Pre-registration",
  "TACHYON"
 ],
 "references_concept_count": 4,
 "citations": [],
 "wikidata_candidates": [],
 "cha_cross_references": [],
 "external_metadata_path": "/data/external-metadata/AXN-05E0.json",
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    "hash_in_body": false,
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   "layer_4_cross_signing": {
    "present": false,
    "cross_references_count": 0,
    "note": "Populated by enrichment via cha_cross_references. Prospective (this deposit → prior deposits) only; retrospective cited_by updates on prior deposits."
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  "overall_conformance": "partial"
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 "superseded_by_deposit_number": 1456,
 "remediation_note": "2026-08-12: superseded by #1456 (battery v0.3, ten tests with seventeen deviations).",
 "journal": "Transactions on Substrate Engineering (Trans. Substrate Eng.)",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 10,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": null,
  "supersedes": "the 2026-06-21 preliminary batch mapping (#866), which assigned 864 deposits and put 371 in one venue",
  "authority": "data/cha-journals.json · datasets/venues/records/"
 },
 "falsification_conditions": "The direction-dependence findings fail if larger multi-seed runs at matched operating points show intervals overlapping symmetry. The distillation finding fails if faithful fixed-point deployment restores tail rank survival. The miss-overlap finding fails if normalized association across seeds and operating points proves near zero throughout. Nothing here bounds any open-world assimilation rate in either direction, and nothing here measures a deployed trigger.",
 "falsification_source": {
  "from": "body section",
  "heading": "## Falsification Conditions",
  "harvested": "2026-09-08"
 },
 "line": "accelerator-metrology",
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 "develops_from": [
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   "deposit": 1454,
   "what": "the Inversion Battery v0.2: multi-seed direction-dependence and a correction ledger"
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   "deposit": 1456,
   "what": "v0.3: ten registered tests, seventeen deviations, and what survives them"
  }
 ],
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  "self_url": "https://www.alexanarch.org/data/records/1455.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
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  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}