NAAIL OpenLab™ V2026.4-R3 — Zenodo-Ready Archival Release

NAAIL OpenLab™ V2026.4-R3

Zenodo-Ready Archival Release

Release date: 2026-09-24
Release class: PUBLIC_RESEARCH_RELEASE / ARCHIVAL_PACKAGE
Repository: Saehon/Saeid-Homayoun

Purpose

V2026.4-R3 produces a NAAIL-scoped archival ZIP suitable for direct deposit to Zenodo or another research repository.

The source GitHub repository is an umbrella repository. R3 therefore creates an archive in which NAAIL OpenLab is the package root and NAAIL-specific citation/archival metadata are also placed at the package root.

Attached archival assets

The GitHub Release contains:

• NAAIL-OpenLab-V2026.4-R3-Zenodo.zip
• NAAIL-OpenLab-V2026.4-R3-Zenodo.zip.sha256

The ZIP also contains a file-level MANIFEST_SHA256.txt for integrity verification.

Metadata frozen into the archive

• CITATION.cff
• CITATION.bib
• .zenodo.json
• ARCHIVE_README.md
• RESEARCH_IDENTIFIERS.md
• the public NAAIL OpenLab research package

Scientific boundary

The validated historical executable checkpoint remains:

NAAIL OpenLab v0.2.3 · Audit Workspace V0.4 · Prototype 003

V2026.4-R3 is an archival/public-research release and does not promote pending or registered experiments to independently validated status.

Recommended citation before DOI minting

Homayoun, S. (2026). NAAIL OpenLab™ V2026.4-R3: Zenodo-Ready Archival Release [Computer software / research infrastructure]. GitHub. https://github.com/Saehon/Saeid-Homayoun/releases/tag/V2026.4-R3

DOI status

Pending legitimate external minting. No DOI is claimed or invented in this release.

Next external action

Upload the attached Zenodo-ready ZIP to Zenodo and publish the record. Once Zenodo issues the real DOI, update NAAIL citation and identifier records with the exact DOI values.

Zenodo DOI

Version DOI: 10.5281/zenodo.22942131

This DOI was minted by Zenodo from the frozen NAAIL V2026.4-R3 archival ZIP.

NAAIL OpenLab™ V2026.4-R2 — Citation & DOI-Ready Release

NAAIL OpenLab™ V2026.4-R2

Citation & DOI-Ready Release

Release date: 2026-09-24
Release class: PUBLIC_RESEARCH_RELEASE / METADATA_HARDENING
Repository: Saehon/Saeid-Homayoun

Purpose

V2026.4-R2 is a metadata and archival-readiness follow-up to V2026.4-R1. It does not change the underlying scientific claims or promote any pending experiment to validated status.

The purpose of R2 is to freeze into the release snapshot:

• release-specific Citation File Format metadata;
• BibTeX citation metadata;
• a Zenodo deposit metadata template;
• DOI-readiness guidance;
• corrected NAAIL research-identifier documentation;
• an explicit distinction between portfolio-level public releases and executable validation checkpoints.

Scientific and software boundary

The validated historical executable checkpoint remains:

NAAIL OpenLab v0.2.3 · Audit Workspace V0.4 · Prototype 003

V2026.4-R2 is a public research-infrastructure and metadata release. It must not be interpreted as proof that all registered experiments, external integrations, benchmark families, or multi-agent workflows have completed independent scientific validation.

Archival boundary

The current GitHub repository is an umbrella repository containing multiple research systems. Its root CITATION.cff is not NAAIL-specific.

Therefore, a NAAIL DOI should be minted using either:

1. a dedicated NAAIL repository with NAAIL metadata at repository root; or
2. a separate NAAIL-scoped Zenodo software deposit using the release-specific metadata included here.

Do not mint a NAAIL-specific DOI from mismatched root metadata.

Release metadata

This release includes:

• CITATION.cff;
• CITATION.bib;
• ZENODO_METADATA_TEMPLATE.json;
• ZENODO_READINESS.md;
• RELEASE.md.

Citation before DOI minting

Homayoun, S. (2026). NAAIL OpenLab™ V2026.4-R2: Citation & DOI-Ready Release [Computer software / research infrastructure]. GitHub. https://github.com/Saehon/Saeid-Homayoun/releases/tag/V2026.4-R2

DOI status

No DOI is claimed in this release. DOI fields should be added only after an authoritative DOI registration service has actually minted them.

Freeze rule

R2 preserves the release history without moving or rewriting the already-published V2026.4-R1 tag.

Models generate. Agents debate. Research grounds. Standards govern. Evidence decides. Humans remain accountable.

NAAIL OpenLab™ V2026.4-R1 — Open Research Infrastructure Release

NAAIL OpenLab™ V2026.4-R1

Open Research Infrastructure Release

Release date: 2026-09-24
Release class: PUBLIC_RESEARCH_RELEASE
Repository: Saehon/Saeid-Homayoun
Scope: NAAIL OpenLab public research infrastructure, open-agent tooling, reproducible cross-platform research packaging, and evidence-governed workflow documentation.

Release purpose

V2026.4-R1 advances the public NAAIL research infrastructure from the 17 September 2026 integrated baseline toward a more explicit open, reproducible, cross-platform research environment.

This release is intentionally conservative about scientific claims. It records public research infrastructure, catalogues, reproducible demonstrations and publication-ready packages. It does not convert registered experiments, design specifications, manuscript packages or external-tool listings into empirical validation.

The previously documented validated executable checkpoint remains:

NAAIL OpenLab v0.2.3 · Audit Workspace V0.4 · Prototype 003

unless a later executable package completes its stated validation gates.

1. Open accounting, audit and assurance stack

The repository now maintains a provider-neutral public catalogue for reusable accounting, auditing, ICFR/internal-control, corporate-governance, CAM/KAM, IFRS and ESG research components.

Key public entry points include:

• OPEN_SOURCE_ACCOUNTING_AUDIT_STACK.md;
• OPEN_AGENT_CATALOG_2026.md;
• Open-Agentic-Accounting-Audit-Lab/.

The catalogue distinguishes verified open-source licensing from source-available or public-source material rather than treating all public repositories as equivalently open.

2. Open Agentic Accounting & Audit Lab v0.3

The integrated Open Agentic Accounting & Audit Lab records Version 0.3 — 24 September 2026.

The current public package adds:

• a root-level open-source accounting/audit stack catalogue;
• verified license metadata for core upstream components;
• explicit separation of open-source, source-available and public-source tools;
• links to relevant public research repositories under the Saehon account;
• a specialist-agent catalogue spanning accounting, audit, ICFR, governance, IFRS and ESG research use cases.

This is an open research and education layer, not a representation of equivalence to proprietary professional audit platforms.

3. Cross-platform research infrastructure

Public repository materials now define and demonstrate a research architecture connecting:

ChatGPT × GitHub × Hugging Face × Kaggle × Google Drive

for reproducible accounting and audit research workflows.

The repository includes publication-ready or public-safe package structures for Kaggle and Hugging Face, with GitHub retained as the canonical code/provenance layer and Google Drive used for controlled research records and working documents where appropriate.

Cross-platform packaging is a reproducibility and dissemination mechanism; it does not imply that every external platform artifact has passed independent scientific validation.

4. Public-data provenance demonstration

The repository contains a reproducible Phase-1 Hugging Face public-data demonstration with:

• a small public sample;
• retrieval metadata;
• a SHA-256 provenance record;
• source-verification metadata;
• a documented boundary between the small GitHub sample and the external full dataset.

The purpose is to demonstrate a traceable public-data bridge rather than to mirror unrestricted external datasets into GitHub.

5. CAM/KAM research packaging

The repository now contains public-safe CAM/KAM research package structures for GitHub, Kaggle and Hugging Face.

These materials are designed to support:

• reproducible audit-research demonstrations;
• provenance-aware dataset packaging;
• research notebooks and benchmark workflows;
• controlled reuse of public-safe examples;
• separation between public research artifacts and restricted/proprietary source data.

6. Research-paper and benchmark integration

The open accounting/audit stack is linked to a public conceptual-paper and benchmark package on agentic financial assurance and cybernetic control.

The package connects:

• conceptual research documentation;
• a reproducible assurance benchmark;
• an open-agent/tool catalogue;
• Kaggle-ready materials;
• Hugging Face-ready materials;
• evidence and validation files.

Publication-ready packaging is not represented as journal acceptance, causal validation, or independent replication.

7. Governance and human accountability

V2026.4-R1 retains the NAAIL evidence-governance principles already established in the public repository:

Evidence / Data → Controlled Tools → Specialist Agents → Independent Review → Human Approval

Human approval remains the terminal authority for consequential research/professional judgments in the public NAAIL design.

8. Scientific status matrix

Component	V2026.4-R1 status
NAAIL v0.2.3 / Audit Workspace V0.4 / Prototype 003	VALIDATED HISTORICAL EXECUTABLE CHECKPOINT
V2026.3-R1	PRIOR PUBLIC RESEARCH BASELINE
Open accounting/audit stack catalogue	PUBLIC / DOCUMENTED
Open Agent Catalogue 2026	PUBLIC / CHECKED 2026-09-24
Open Agentic Accounting & Audit Lab v0.3	PUBLIC RESEARCH PACKAGE
Hugging Face Phase-1 public-data bridge	PUBLIC REPRODUCIBLE DEMONSTRATION
Kaggle/Hugging Face CAM/KAM package structures	PUBLIC-SAFE RESEARCH PACKAGING
Cross-platform GitHub/HF/Kaggle/Drive architecture	DOCUMENTED RESEARCH INFRASTRUCTURE
External independent scientific replication	NOT CLAIMED
V2026.4-R1	PUBLIC_RESEARCH_RELEASE

9. Public release boundary

Public materials may include:

• high-level architecture;
• rights-cleared or public-source examples;
• reproducible code and small samples;
• provenance manifests;
• benchmark protocols;
• catalogues of external tools and frameworks;
• public-safe educational/research packages.

Restricted, licensed, confidential, unpublished, patent-sensitive or personally identifiable material must remain outside the public release unless explicitly cleared.

10. Citation

Homayoun, S. (2026). NAAIL OpenLab™ V2026.4-R1: Open Research Infrastructure Release. NAAIL OpenLab™, GitHub repository Saehon/Saeid-Homayoun.

When citing a specific dataset, benchmark, manuscript or software component, cite that component and the exact version actually used.

11. Release freeze rule

V2026.4-R1 is a dated public research baseline. Later results, integrations, empirical tests or architecture changes should be added as subsequent release increments rather than rewriting this release history.

Models generate. Agents debate. Research grounds. Standards govern. Evidence decides. Humans remain accountable.

NAAIL OpenLab™ V2026.3-R1

NAAIL OpenLab™ V2026.3-R1 is the first integrated public research release of the Evidence-Governed Multi-Agent Digital Twin platform for accounting, auditing, assurance, forensic accounting, management accounting, sustainability, and AI-enabled scientific discovery.

This release freezes NAAIL’s two-core architecture: the Stable Knowledge Core™ and Replaceable Technology Core™.

Release highlights

• Microsoft Golden Anchor: executed bounded validation harness with 15/15 tests passed.
• Multi-company replication programme: Microsoft as the Golden Anchor, with Walmart, JPMorgan Chase, Intuit, Exxon Mobil, Fluor, Boeing, Shopify, and SAP registered for subsequent replication and transfer testing.
• POMELO™, KIWI™, VERA™ and specialist agents: integrated within the governed two-core NAAIL architecture.
• XYZ-CH02 benchmark: author-finalized Homayoun–Rezaee forensic Digital Twin case incorporated into the V1.3C benchmark programme.
• Chapters 2–15: established as the author-finalized source suite for subsequent controlled forensic-AI experiments.
• Evidence governance: Evidence Passport™, Professional Decision DAG™, Construct Firewall, Human Gate™, falsification, reproducibility, and independent-replication requirements are preserved.
• A0–A3 architecture benchmark: deterministic, single-agent, sequential-agent, and governed NAAIL multi-agent conditions are registered for controlled comparison. These experiments are not represented as completed in R1.
• Patent-first boundary: protected Gold solutions, instructor materials, private crosswalks, and patent-sensitive mechanisms remain outside the public release.

Scientific status

V2026.3-R1 is a PUBLIC_RESEARCH_RELEASE. Microsoft provides the principal already-executed bounded proof-of-concept evidence. Registered experiments that have not yet been executed remain explicitly identified as pending and are not presented as validated results.

Models generate. Agents debate. Research grounds. Standards govern. Evidence decides. Humans remain accountable.

Citation:

Homayoun, S. (2026). NAAIL OpenLab™ V2026.3-R1: First Integrated Public Research Release — Evidence-Governed Multi-Agent Digital Twin Platform. NAAIL OpenLab™.