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SZLHOLDINGS/a11oy-v19-substrate
a11oy-v19-substrate is a machine learning model from SZLHOLDINGS. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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From the Hugging Face model README
Review the software, deployment manifests and retained verification evidence behind A11oy’s governed execution substrate.
Artifact: Software and diligence payload · Stage: Source package · runtime admission remains separate
Explore in Command Lab · Build · Evidence
Inference Providers: no provider listed (Hub observation, 2026-10-04T16:22:38.833035+00:00).
Prior provider compatibility discussion. Provider adoption and artifact qualification remain separate.
The retained source below is exact and may contain historical observations. Its dates, use restrictions, licenses and evidence boundaries continue to apply.
<!-- SZL-PRESERVED-TECHNICAL-BODY:START -->A11oy is not a model checkpoint. It is a governed execution substrate: policy gates, signal measurement, knowledge routing, QEC-derived receipt integrity, and an operational payload that can be verified from GitHub.
This Hugging Face mirror is the public showcase layer for the A11oy operational packet. GitHub remains the canonical source of truth for code, CI, SBOM, SLSA, DCO, deploy manifests, checksums, and release provenance.
| Field | Value |
|---|---|
| Artifact class | Software and diligence payload |
| Weight-bearing model | No |
| Transformers-loadable checkpoint | No |
| License | Apache-2.0, copied from the canonical repository root |
| Immutable source binding | a11oy-metadata.json → sourceCommit |
The license tag applies to the files generated into this mirror. It does not relicense separately distributed models, datasets, or third-party components.
A11oy turns agentic actions into governed, reviewable, receipt-backed decisions: every action passes through doctrine checks, every payload is checksummed, and every public claim is tied back to a provenance contract.
flowchart LR
GH[GitHub canonical source<br/>CI · releases · manifests · proofs]
PAYLOAD[Generated HF payload<br/>README · reports · demo receipts]
REVIEW[Investor / operator review<br/>Series-A · UDS · Warhacker]
GH -->|"pnpm payload:huggingface"| PAYLOAD
PAYLOAD --> REVIEW
GH --> REVIEW
| Surface | Contents |
|---|---|
SHOWCASE.md | Exhaustive capability map, architecture diagrams, and active repo graph. |
INVESTOR_BRIEF.md | Series-A narrative with proof/evidence links and scoped caveats. |
VERIFICATION.md | Exact local verification commands and what each command proves. |
INNOVATIONS_DEEP_DIVE.md | Evidence-backed implementation deep dive; no unsupported model/API claims. |
INTEGRATION_QUICKSTART.md | Current TypeScript/package/payload quickstart. |
EVAL_TRACE_SAMPLE.jsonl | Two-line receipt sample generated from packages/receipt-substrate. |
source/ | README, roadmap, changelog, ecosystem map, investor demo, provenance contract. |
payloads/deploy/ | zarf.yaml, Kubernetes manifests, attestations.jsonl, and per-file MANIFEST.json. |
build/ | Root workspace metadata and lockfile used by the doctrine lane. |
a11oy-metadata.json | Source commit, branch, verification commands, and payload map. |
The GitHub Actions operational bundle additionally includes built doctrine package outputs and a tarball-level manifest/checksum sidecar.
pnpm install
pnpm test:doctrine
pnpm typecheck:doctrine
pnpm build:doctrine
pnpm ecosystem:audit
pnpm ecosystem:readiness
pnpm ecosystem:os:audit
pnpm patterns:audit
pnpm controls:audit
pnpm action-contract:audit
pnpm hf:test-results:audit
pnpm github:access:audit
npm run github:access:live:validate
pnpm cross-repo:handoff:audit
pnpm phase:completion:audit
npm run test:policy-contracts
npm run test:autonomy-contracts
pnpm payload:verify
pnpm payload:huggingface
pnpm payload:bundle
pnpm payload:bundle:verify
npm test --prefix packages/receipt-substrate
The current Doctrine Build workflow runs this lane and uploads
a11oy-operational-payload.tar.gz plus a11oy-operational-payload.tar.gz.sha256
as a GitHub Actions artifact.
a11oyplatform10.5281/zenodo.20434276lutar-lean, DOI 10.5281/zenodo.20434308szl-holdings repos in
source/docs/ecosystem-registry.json, with demo readiness in
source/docs/ecosystem-readiness-report.jsonsource/docs/WARHACKER_UDS_PROOF_POINT.mdsource/docs/SERIES_A_MARKET_EVIDENCE.md maps NIST AI
RMF, EU AI Act, CISA SBOM, SLSA, and model-card expectations to A11oy
artifacts and gaps.source/docs/SUBSTRATE_REALITY_MAP.md separates
verified public facts from PR-only, owner-API-needed, and narrative-only
substrate claims.uds-v0.3.0 carries SBOM assets only, Vessels
uds-v0.3.0 has zero release assets, and GHCR package availability requires
owner-side push or visibility confirmation.See source/docs/PROVENANCE.md and source/docs/ECOSYSTEM.md for the
claim-status contract and repository readiness map.
This packet centers the public repos with active demo or supporting evidence:
a11oy, amaru, sentra, rosie, ouroboros, lutar-lean,
ouroboros-thesis, uds-mesh, vsp-otel, vessels, agi-forecast,
szl-trust, szl-brand, szl-cookbook, .github, and platform.
counsel, terra, and carlota-jo are intentionally marked
funded-roadmap/excluded in the readiness report. This mirror does not use stale
product-name framing such as KORA, LUMINA, PARAGON, or active Lyte copy.
pnpm payload:huggingface rewrites the local upload folder from tracked source.
If a prior Hugging Face publish left stale files such as EVAL_TRACE_SAMPLE.jsonl
or speculative remote-only markdown, remove them with authenticated HF tooling
or overwrite them with the tracked files in this packet before sharing the mirror.
The canonical release, CI, and provenance records remain in GitHub. Hugging Face is used as a public discovery and distribution surface for the Series-A review packet and operator payload metadata.
<!-- SZL-PRESERVED-TECHNICAL-BODY:END --> </details>