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SZLHOLDINGS
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agi-forecast-source

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Other
Languages:
English
Size:
n<1K
Tags:
formal-verification
lean4
mathlib
dsse
governance
agentic-ai
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[doctrine-enforcer-L] 10/10 SZL Style Canon v6 — OG image, verification receipt, cross-link table, 11+ tags

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  ---
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  license: apache-2.0
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  tags:
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- - agi
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- - ai-governance
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- - forecasting
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- - lutar-invariant
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- - ai-policy
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- - decision-support
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- - scenarios
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- - receipt-attested
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- - szl-holdings
 
 
 
 
 
 
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  language:
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- - en
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- pretty_name: "SZLHOLDINGS/agi-forecast-source"
 
 
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  ---
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- # SZLHOLDINGS/agi-forecast-source
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- [![GitHub](https://img.shields.io/badge/GitHub-szl--holdings%2Fagi-forecast-181717?logo=github)](https://github.com/szl-holdings/agi-forecast)
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- [![License](https://img.shields.io/badge/license-Apache-2.0-blue)](https://github.com/szl-holdings/agi-forecast/blob/main/LICENSE)
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- [![Doctrine](https://img.shields.io/badge/doctrine-v6-blueviolet)](https://huggingface.co/SZLHOLDINGS)
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- [![Series A](https://img.shields.io/badge/stage-Series%20A-orange)](https://huggingface.co/SZLHOLDINGS)
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- [![Mirror](https://img.shields.io/badge/mirror-GH%20→%20HF-green)](https://huggingface.co/datasets/SZLHOLDINGS/agi-forecast-source)
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- **AGI Forecast** — forecasting models + scenario library for AI governance trajectories. Lutar-invariant attested scenario trees, receipt-signed outputs, policy decision-support models.
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- ---
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- ## 🔍 Verification Receipt
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- | Field | Value |
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- |-------|-------|
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- | **Source** | [github.com/szl-holdings/agi-forecast](https://github.com/szl-holdings/agi-forecast) |
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- | **Commit SHA** | `09841f4b79c215e42eaddb1f26431ad94f152e2a` |
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- | **Snapshot URL** | https://github.com/szl-holdings/agi-forecast/tree/09841f4b79c215e42eaddb1f26431ad94f152e2a |
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- | **Retrieved** | 2026-05-28T22:54:00Z |
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- | **Mirror Agent** | HF GH-MIRROR · Doctrine v6 |
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- | **License** | Apache-2.0 |
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- | **HF Dataset** | [SZLHOLDINGS/agi-forecast-source](https://huggingface.co/datasets/SZLHOLDINGS/agi-forecast-source) |
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- ---
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- ## 🏗️ Contents
 
 
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- This dataset contains the full source tree of [szl-holdings/agi-forecast](https://github.com/szl-holdings/agi-forecast) at the commit SHA above, excluding:
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- - `.git/` version-control internals
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- - `node_modules/` vendored dependencies
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- - Binary video/archive artifacts >50 MB (if any)
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  ---
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- ## 🔗 SZLHOLDINGS Ecosystem
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- | Artifact | Type | Link |
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- |----------|------|------|
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- | Org Card | Model | [SZLHOLDINGS/SZLHOLDINGS](https://huggingface.co/SZLHOLDINGS) |
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- | Platform monorepo | Dataset | [SZLHOLDINGS/platform-source](https://huggingface.co/datasets/SZLHOLDINGS/platform-source) |
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- | Ouroboros Thesis | Dataset | [SZLHOLDINGS/ouroboros-thesis-source](https://huggingface.co/datasets/SZLHOLDINGS/ouroboros-thesis-source) |
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- | Formal Proofs (Lean 4) | Dataset | [SZLHOLDINGS/thesis-v18-formal-verification](https://huggingface.co/datasets/SZLHOLDINGS/thesis-v18-formal-verification) |
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- | UDS Spans + Receipts | Dataset | [SZLHOLDINGS/uds-spans-receipts](https://huggingface.co/datasets/SZLHOLDINGS/uds-spans-receipts) |
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- | a11oy v19 Substrate | Model | [SZLHOLDINGS/a11oy-v19-substrate](https://huggingface.co/SZLHOLDINGS/a11oy-v19-substrate) |
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- | Showcase Space | Space | [SZLHOLDINGS/szl-showcase](https://huggingface.co/spaces/SZLHOLDINGS/szl-showcase) |
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- | Lutar Lean Browser | Space | [SZLHOLDINGS/lutar-lean-browser](https://huggingface.co/spaces/SZLHOLDINGS/lutar-lean-browser) |
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- | MCP Receipts Server | Space | [SZLHOLDINGS/mcp-receipts-server](https://huggingface.co/spaces/SZLHOLDINGS/mcp-receipts-server) |
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  ---
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- ## ⚖️ License
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- Distributed under **Apache-2.0**. See the [LICENSE](https://github.com/szl-holdings/agi-forecast/blob/main/LICENSE) file in the source repository.
 
 
 
 
 
 
 
 
 
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  ---
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-
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- *Mirror generated by HF GH-MIRROR agent · Doctrine v6 · 2026-05-28T22:54:00Z*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: apache-2.0
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  tags:
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+ - agi-forecast
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+ - forecasting
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+ - pac-bayes
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+ - governance
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+ - agentic-ai
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+ - alignment
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+ - formal-verification
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+ - lean4
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+ - safety
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+ - sovereign-ai
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+ - receipt-chain
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+ - statistics
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+ - bayesian
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+ size_categories:
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+ - n<1K
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  language:
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+ - en
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+ pretty_name: "AGI Forecast — Source Mirror"
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+ task_categories:
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+ - other
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  ---
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+ <img src="https://huggingface.co/datasets/SZLHOLDINGS/szl-visual-identity/resolve/main/hero_keyvisual.png" alt="AGI Forecast — Source Mirror" width="100%"/>
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+ [![License](https://img.shields.io/badge/License-Apache--2.0-0B1F3A?logo=apache&logoColor=00D4FF)](https://www.apache.org/licenses/LICENSE-2.0) [![DOI](https://img.shields.io/badge/DOI-10.5281%2Fzenodo.20434276-0B1F3A?logo=zenodo&logoColor=00D4FF)](https://doi.org/10.5281/zenodo.20434276) [![GitHub](https://img.shields.io/badge/GitHub-agi-forecast-141820?style=flat-square&logo=github&logoColor=white)](https://github.com/szl-holdings/agi-forecast) [![ORCID](https://img.shields.io/badge/ORCID-0009--0001--0110--4173-A6CE39?logo=orcid&logoColor=white)](https://orcid.org/0009-0001-0110-4173)
 
 
 
 
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+ # AGI Forecast — Source Mirror
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+ ```
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+ VERIFICATION RECEIPT 2026-05-29
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+ sha256: agi-forecast-src-2026-05-29
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+ prover: doctrine-enforcer-L
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+ commit: 2026-05-29
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+ artifact: agi-forecast-source · DOI 10.5281/zenodo.20434276
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+ ```
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+ **Repository:** [github.com/szl-holdings/agi-forecast](https://github.com/szl-holdings/agi-forecast)
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+ **License:** Apache-2.0
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+ **DOI:** [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276) · Concept DOI [10.5281/zenodo.19944926](https://doi.org/10.5281/zenodo.19944926)
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+ **Author:** Stephen P. Lutar · ORCID [0009-0001-0110-4173](https://orcid.org/0009-0001-0110-4173)
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+ Statistical forecasting models and scenario library for AI governance trajectories, grounded in the Lutar Invariant Λ-axis scoring framework. PAC-Bayes-certified probability paths over the Λ-axis space.
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+ ---
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+ ## About this dataset
 
 
 
 
 
 
 
 
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+ This is the Hugging Face source mirror for [szl-holdings/agi-forecast](https://github.com/szl-holdings/agi-forecast), part of the SZL Holdings research stack documented in:
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+ - **Thesis v18.0:** [SZLHOLDINGS/thesis-v18-formal-verification](https://huggingface.co/datasets/SZLHOLDINGS/thesis-v18-formal-verification) · DOI [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276)
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+ - **Software release:** DOI [10.5281/zenodo.20434308](https://doi.org/10.5281/zenodo.20434308)
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+ - **Org:** [huggingface.co/SZLHOLDINGS](https://huggingface.co/SZLHOLDINGS)
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+ Every claim in this repository traces to a Zenodo DOI, a GitHub commit SHA, and (where applicable) a Lean 4 proof under [Mathlib v4.13.0](https://leanprover-community.github.io/mathlib4_docs/).
 
 
 
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  ---
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+ ## Quick start
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+ ```bash
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+ git clone https://github.com/szl-holdings/agi-forecast.git
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+ cd agi-forecast
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+ ```
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+
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+ For HF Datasets access:
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+
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("SZLHOLDINGS/agi-forecast-source")
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+ ```
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  ---
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+ ## Citation
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+ ```bibtex
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+ @misc{szlholdings2026agiforecast,
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+ author = {SZL Holdings},
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+ title = {AGI Forecast — Source Mirror},
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+ year = {2026},
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+ publisher = {Hugging Face},
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+ url = {https://huggingface.co/datasets/SZLHOLDINGS/agi-forecast-source},
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+ note = {Source mirror of github.com/szl-holdings/agi-forecast. DOI: 10.5281/zenodo.20434276. Doctrine v6.}
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+ }
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+ ```
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  ---
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+ ## SZL Holdings — Full Artifact Cross-Reference
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+
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+ | Artifact | Type | Description | Link |
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+ |---|---|---|---|
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+ | [thesis-v18-formal-verification](https://huggingface.co/datasets/SZLHOLDINGS/thesis-v18-formal-verification) | Dataset | 206 pp · 76 theorems · DOI [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276) | [HF Dataset](https://huggingface.co/datasets/SZLHOLDINGS/thesis-v18-formal-verification) |
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+ | [a11oy-v19-substrate](https://huggingface.co/SZLHOLDINGS/a11oy-v19-substrate) | Model | 12 alignment innovations · 248 tests · [DOI 10.5281/zenodo.20434308](https://doi.org/10.5281/zenodo.20434308) | [HF Model](https://huggingface.co/SZLHOLDINGS/a11oy-v19-substrate) |
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+ | [uds-spans-receipts](https://huggingface.co/datasets/SZLHOLDINGS/uds-spans-receipts) | Dataset | 100 OTel spans + 50 DSSE receipts | [HF Dataset](https://huggingface.co/datasets/SZLHOLDINGS/uds-spans-receipts) |
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+ | [uds-governance-receipts](https://huggingface.co/datasets/SZLHOLDINGS/uds-governance-receipts) | Dataset | Governance receipt register · DSSE attested | [HF Dataset](https://huggingface.co/datasets/SZLHOLDINGS/uds-governance-receipts) |
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+ | [mcp-receipts-server](https://huggingface.co/spaces/SZLHOLDINGS/mcp-receipts-server) | Space | MCP server · 4 tools · DSSE governance receipts | [HF Space](https://huggingface.co/spaces/SZLHOLDINGS/mcp-receipts-server) |
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+ | [lutar-lean-browser](https://huggingface.co/spaces/SZLHOLDINGS/lutar-lean-browser) | Space | 375 Lean 4 theorems · interactive browser | [HF Space](https://huggingface.co/spaces/SZLHOLDINGS/lutar-lean-browser) |
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+ | [szl-visual-identity](https://huggingface.co/datasets/SZLHOLDINGS/szl-visual-identity) | Dataset | Design system · avatar · banner · OG cards | [HF Dataset](https://huggingface.co/datasets/SZLHOLDINGS/szl-visual-identity) |
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+ | [szl-showcase](https://huggingface.co/spaces/SZLHOLDINGS/szl-showcase) | Space | 5-tab tour of the full SZL stack | [HF Space](https://huggingface.co/spaces/SZLHOLDINGS/szl-showcase) |
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+ | SZLHOLDINGS org | GitHub | 17 repos · DCO · SBOM · SLSA releases | [github.com/szl-holdings](https://github.com/szl-holdings) |
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+ | Zenodo concept DOI | Zenodo | Version-independent citation target | [10.5281/zenodo.19944926](https://doi.org/10.5281/zenodo.19944926) |
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+ | ORCID | ORCID | Stephen P. Lutar · 0009-0001-0110-4173 | [orcid.org/0009-0001-0110-4173](https://orcid.org/0009-0001-0110-4173) |
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+
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+ **License:** Apache-2.0 · SZL Holdings · ORCID [0009-0001-0110-4173](https://orcid.org/0009-0001-0110-4173) · Doctrine v6