szl-lambda-gate / PROMOTION_READINESS_AUDIT.json
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Publish fail-closed promotion readiness audit
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{
"asset_type": "model",
"audit_generated_at": "2026-08-31T03:36:31.210131Z",
"blockers": [
"CONSENT_PRIVACY_REVIEW_UNKNOWN",
"DEPLOYMENT_EVIDENCE_UNKNOWN",
"EVALUATION_EVIDENCE_UNKNOWN",
"LEGAL_OWNERSHIP_AND_RELICENSING_AUTHORITY_UNKNOWN",
"PROVENANCE_STATUS_EVIDENCE_PARTIAL",
"TRAINING_DATA_IDENTITY_UNKNOWN",
"TRAINING_RECIPE_DECLARED_NOT_REPRODUCED",
"UPSTREAM_SOURCE_REVISION_UNKNOWN"
],
"claim_boundary": "This candidate records authenticated repository evidence and blockers only. It does not verify legal ownership, consent, training lineage, deployment, served behavior, persistence, or production readiness.",
"destination_absent_at_required_parent": true,
"destination_path": "PROMOTION_READINESS_AUDIT.json",
"fields": {
"artifact_inventory_and_hashes": {
"classification": "VERIFIED",
"evidence": [
{
"access": "authenticated_read_only",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/api/models/SZLHOLDINGS/szl-lambda-gate/tree/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0?recursive=true&expand=true"
}
],
"limitations": [
"Hashes are provider API metadata; large payload bytes were deliberately not downloaded or independently rehashed."
],
"value": {
"all_files_have_immutable_hash_metadata": true,
"file_count": 19,
"files_with_immutable_hash_metadata": 19,
"files_with_unknown_size": 0,
"known_total_bytes": 81462,
"lfs_file_count": 0,
"payloads_downloaded": false,
"tree_complete": true,
"tree_pages": 1
}
},
"card_license_declaration": {
"classification": "DECLARED",
"evidence": [
{
"access": "authenticated_read_only",
"json_pointer": "/cardData/license",
"observed_at": "2026-08-31T03:36:30.319205Z",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/api/models/SZLHOLDINGS/szl-lambda-gate?full=true",
"value": "apache-2.0"
},
{
"line": 13,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3",
"value": "apache-2.0"
}
],
"limitations": [
"A repository card declaration does not verify ownership, relicensing authority, or artifact coverage."
],
"value": [
"apache-2.0",
"apache-2.0"
]
},
"consent_privacy_review": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"No explicit consent, privacy, PII, or sensitive-data review evidence was located."
],
"value": null
},
"deployment_evidence": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"No exact artifact/deployment/served-revision evidence was located."
],
"value": null
},
"evaluation_evidence": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"No structured model evaluation or dataset-quality evidence was located."
],
"value": null
},
"exact_current_head": {
"classification": "VERIFIED",
"evidence": [
{
"access": "authenticated_read_only",
"json_pointer": "/sha",
"observed_at": "2026-08-31T03:36:30.319205Z",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/api/models/SZLHOLDINGS/szl-lambda-gate?full=true"
},
{
"access": "authenticated_read_only",
"json_pointer": "/sha",
"observed_at": "2026-08-31T03:36:31.116224Z",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/api/models/SZLHOLDINGS/szl-lambda-gate?full=true"
}
],
"limitations": [
"The binding is exact for the recorded audit window and may change afterward."
],
"value": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0"
},
"intended_use_and_limitations": {
"classification": "DECLARED",
"evidence": [
{
"excerpt": "Torch forward-pass gate.",
"heading": "Intended use",
"line": 109,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3"
},
{
"excerpt": "- Surrogate. Not Conjecture-1 solved. Canonical GitHub: [`szl-holdings/szl-khipu`](https://github.com/szl-holdings/szl-khipu/blob/main/szl_khipu/lambda_gate.py) <!-- SZL-ATELIER-CUT:v1:END --> > **Live demos (in-browser, nothing to install)** \u2014 [`lambda-gate-holo`](https://szlholdings-lambda-gate-holo.static.hf.space) (this kernel's holographic gate demo) \u00b7 [`szl-kernels-live`](https://szlholdi...",
"heading": "Limitations",
"line": 113,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3"
}
],
"limitations": [
"Repository-authored scope text was not validated against artifact behavior."
],
"value": {
"intended_use": [
{
"excerpt": "Torch forward-pass gate.",
"heading": "Intended use",
"line": 109,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3"
}
],
"limitations": [
{
"excerpt": "- Surrogate. Not Conjecture-1 solved. Canonical GitHub: [`szl-holdings/szl-khipu`](https://github.com/szl-holdings/szl-khipu/blob/main/szl_khipu/lambda_gate.py) <!-- SZL-ATELIER-CUT:v1:END --> > **Live demos (in-browser, nothing to install)** \u2014 [`lambda-gate-holo`](https://szlholdings-lambda-gate-holo.static.hf.space) (this kernel's holographic gate demo) \u00b7 [`szl-kernels-live`](https://szlholdi...",
"heading": "Limitations",
"line": 113,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3"
}
]
}
},
"legal_ownership_and_relicensing_authority": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"A license label or license file does not establish ownership or relicensing authority."
],
"value": null
},
"production_ready_posture": {
"classification": "BLOCKED",
"evidence": [
{
"blocking_conditions": [
"CONSENT_PRIVACY_REVIEW_UNKNOWN",
"DEPLOYMENT_EVIDENCE_UNKNOWN",
"EVALUATION_EVIDENCE_UNKNOWN",
"LEGAL_OWNERSHIP_AND_RELICENSING_AUTHORITY_UNKNOWN",
"PROVENANCE_STATUS_EVIDENCE_PARTIAL",
"TRAINING_DATA_IDENTITY_UNKNOWN",
"TRAINING_RECIPE_DECLARED_NOT_REPRODUCED",
"UPSTREAM_SOURCE_REVISION_UNKNOWN"
],
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "this_audit"
}
],
"limitations": [
"Repository metadata, card declarations, and HTTP availability cannot establish legal ownership, consent, lineage, deployment, function, or production readiness."
],
"value": false
},
"provenance_status_files": {
"classification": "OBSERVED",
"evidence": [
{
"bytes_read": 5275,
"classification": "VERIFIED",
"content_type": "text/plain; charset=utf-8",
"final_url": "https://huggingface.co/api/resolve-cache/models/SZLHOLDINGS/szl-lambda-gate/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/MODEL_PROVENANCE.json?%2FSZLHOLDINGS%2Fszl-lambda-gate%2Fresolve%2F2c23096f3aefd8d1db8bdb84ee2634948d90a5e0%2FMODEL_PROVENANCE.json=&etag=%22b0e330eb9780c7aa599b29968b249f7bd2495dd7%22",
"path": "MODEL_PROVENANCE.json",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"scope": "Bounded small evidence bytes fetched at the exact repository revision.",
"sha256": "7bff6b93c0b515cd1272f80fd76f9aadd4b7553a7be930fc3348f213eaa187a1",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/MODEL_PROVENANCE.json"
}
],
"limitations": [
"The exact tree contains only partial or unread provenance/status evidence."
],
"value": {
"fetched_and_hashed": [
"MODEL_PROVENANCE.json"
],
"provenance_paths": [
"MODEL_PROVENANCE.json"
],
"status_paths": []
}
},
"root_license": {
"classification": "VERIFIED",
"evidence": [
{
"bytes_read": 809,
"classification": "VERIFIED",
"content_type": "text/plain; charset=utf-8",
"final_url": "https://huggingface.co/api/resolve-cache/models/SZLHOLDINGS/szl-lambda-gate/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/LICENSE?%2FSZLHOLDINGS%2Fszl-lambda-gate%2Fresolve%2F2c23096f3aefd8d1db8bdb84ee2634948d90a5e0%2FLICENSE=&etag=%22f02122ea79cbad4d0137dfd71c7fba654ec1233e%22",
"path": "LICENSE",
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"scope": "Bounded small evidence bytes fetched at the exact repository revision.",
"sha256": "9589109b10f273b246999e87435e92140ec68dfe8fd4db623a64ab70a81c9871",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/LICENSE"
}
],
"limitations": [
"File presence and bytes are verified; legal applicability and chain of title are not."
],
"value": [
{
"bytes": 809,
"path": "LICENSE",
"sha256": "9589109b10f273b246999e87435e92140ec68dfe8fd4db623a64ab70a81c9871"
}
]
},
"training_data_identity": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"No immutable training-data or source-data identity was located."
],
"value": null
},
"training_recipe": {
"classification": "DECLARED",
"evidence": [
{
"excerpt": "A real **tiny torch MLP** (3 hidden ReLU layers, 64 units; `model.safetensors` + `config.json`) trained on **40,000 axis-score vectors** synthesized and **labeled by this kernel itself** (`lambda_gate(axes, weights=yuyay_uniform_1/13, threshold=0.5).passed`, seed 20260721; 800 samples re-audited by independent full kernel replay during generation \u2014 all agreed). Inputs are the 13 Yuyay axis scor...",
"heading": "Trained \u039b-gate surrogate v1 (MEASURED \u2014 see `TRAINING_RECEIPT.json`)",
"line": 194,
"repository_head": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"source": "https://huggingface.co/SZLHOLDINGS/szl-lambda-gate/resolve/2c23096f3aefd8d1db8bdb84ee2634948d90a5e0/README.md",
"source_sha256": "0d050e2b45d68478c12da4c3465a7175884b6c6cef5dc4882f662ded3aa1a1d3"
}
],
"limitations": [
"Repository-authored recipe descriptions do not prove that the declared process produced the artifacts."
],
"value": [
"A real **tiny torch MLP** (3 hidden ReLU layers, 64 units; `model.safetensors` + `config.json`) trained on **40,000 axis-score vectors** synthesized and **labeled by this kernel itself** (`lambda_gate(axes, weights=yuyay_uniform_1/13, threshold=0.5).passed`, seed 20260721; 800 samples re-audited by independent full kernel replay during generation \u2014 all agreed). Inputs are the 13 Yuyay axis scor..."
]
},
"upstream_source_revision": {
"classification": "UNKNOWN",
"evidence": [],
"limitations": [
"No explicit upstream source plus immutable revision was located."
],
"value": null
}
},
"overwrite_allowed": false,
"production_ready": false,
"production_ready_classification": "BLOCKED",
"publication_evidence": {
"commit_sha_binding": "REPOSITORY_HISTORY_AND_EXTERNAL_BATCH_RECEIPT",
"destination_path": "PROMOTION_READINESS_AUDIT.json",
"method": "HUGGING_FACE_ATOMIC_COMMIT",
"post_commit_head_and_bytes_verification": "REQUIRED",
"production_ready": false,
"provider_tree_hashes_are_independent_payload_rehashes": false,
"required_parent_sha": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"state": "PUBLISHED_IN_THIS_ATOMIC_COMMIT"
},
"publication_performed": true,
"registry_binding": {
"commit": "ea9ac04176ca1e985fbe263dcc097bf679cb4f4a",
"json_pointer": "/assets/66",
"path": "estate-registry.json",
"repository": "SZLHOLDINGS/szl-estate-live"
},
"repository_id": "SZLHOLDINGS/szl-lambda-gate",
"required_exact_parent": "2c23096f3aefd8d1db8bdb84ee2634948d90a5e0",
"schema": "szl.promoted-artifact-provenance-audit.publication-candidate/v1"
}