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100x visual upgrade: consistent YAML frontmatter, hero block, schema docs, provenance, cross-links, citation — Doctrine v6

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  ---
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- license: other
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- license_name: proprietary
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  tags:
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- - maritime
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- - sanctions-screening
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- - dark-vessel-detection
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- - ownership-graph
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- - voyage-analytics
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- - governed-ai
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- - uds-ready
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- - defense-unicorns
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- - zarf
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- - typescript
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- - doctrine-v6
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- pretty_name: vessels — Governed Maritime Intelligence (Source Mirror)
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  size_categories:
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- - 1K<n<10K
 
 
 
 
 
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  ---
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- # vessels — Governed Maritime Intelligence (Source Mirror)
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- [![License: Proprietary](https://img.shields.io/badge/License-Proprietary-0B1F3A.svg?style=flat-square)](https://github.com/szl-holdings/vessels/blob/main/LICENSE)
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  [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.20434276.svg)](https://doi.org/10.5281/zenodo.20434276)
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- [![CI](https://github.com/szl-holdings/vessels/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/szl-holdings/vessels/actions/workflows/ci.yml)
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- [![Tests](https://github.com/szl-holdings/vessels/actions/workflows/tests.yml/badge.svg?branch=main)](https://github.com/szl-holdings/vessels/actions/workflows/tests.yml)
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- [![SBOM](https://github.com/szl-holdings/vessels/actions/workflows/sbom.yml/badge.svg?branch=main)](https://github.com/szl-holdings/vessels/actions/workflows/sbom.yml)
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- [![SLSA 3](https://github.com/szl-holdings/vessels/actions/workflows/slsa.yml/badge.svg?branch=main)](https://github.com/szl-holdings/vessels/actions/workflows/slsa.yml)
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- [![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/szl-holdings/vessels/badge)](https://securityscorecards.dev/viewer/?uri=github.com/szl-holdings/vessels)
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- > **Source mirror** of [`szl-holdings/vessels`](https://github.com/szl-holdings/vessels) —
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- > **201 source files · CI all green · UDS-ready (Zarf + Helm staged)**
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- ---
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-
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- ## What vessels is
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-
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- **vessels** is the maritime intelligence component of the SZL Holdings governed AI platform.
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- It provides real-time fleet monitoring, sanctions screening, dark-vessel detection, and voyage analytics
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- for trade compliance and fleet operations. Every consequential alert and recommendation is backed by a
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- cryptographic audit receipt (DSSE-wrapped, SHA-pinned, prevHash-linked).
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-
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- The platform integrates with [`vsp-otel`](https://github.com/szl-holdings/vsp-otel) for OpenTelemetry span telemetry
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- and the [Ouroboros runtime](https://github.com/szl-holdings/ouroboros) for Λ-axis governance scoring on every alert decision.
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-
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- **Tech stack:** React 19 + Vite 7 + TypeScript (strict) · Express 5 · PostgreSQL 16 / Drizzle ORM · OIDC/PKCE auth
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-
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- ---
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-
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- ## The 4 Capability Gates
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-
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- ### Gate 1 — Sanctions Screening
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- Real-time vessel and ownership screening against:
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- - **OFAC** SDN + Consolidated lists — [treasury.gov/ofac/downloads/sdnlist.txt](https://www.treasury.gov/ofac/downloads/sdnlist.txt) — daily refresh
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- - **UN Security Council** consolidated list — [un.org/securitycouncil/content/un-sc-consolidated-list](https://www.un.org/securitycouncil/content/un-sc-consolidated-list)
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- - **EU Financial Sanctions** files — [eeas.europa.eu](https://www.eeas.europa.eu/eeas/eu-sanctions-map_en)
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-
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- Every match produces a **DSSE receipt per match** (not per batch). A confirmed sanctions hit fires an A11oy workcell handoff — no downstream action without explicit human confirmation.
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-
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- ### Gate 2 — Dark-Vessel Detection
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- - AIS gap analysis — detects transponder silence periods
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- - Spoofing detection — trajectory consistency scoring
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- - Ship-to-ship (STS) transfer detection
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- - Severity threshold 0.7 → automatic escalation
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- - SSE real-time feed with evidence panel preserving AIS track at trigger time
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-
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- ### Gate 3 — Ownership Graph
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- - Beneficial ownership graph traversal to ultimate controller
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- - Force-directed graph visualization
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- - Counterparty risk map across the ownership graph
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- - Cross-gate linkage with sanctions screening — ownership path → sanctions exposure
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- ### Gate 4 — Voyage Analytics
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- - Route scoring + port-call analysis + transshipment pattern detection
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- - Monte Carlo P&L (2,000 iterations): p10 / p50 / p90 TCE
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- - Carbon passport — CO₂ emissions trace per voyage
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- - Bunker optimizer — Singapore, Rotterdam, Fujairah pricing
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- - Show-the-Math affordance: formula + receipt visible in-page
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- ---
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-
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- ## Architecture
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-
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- ```
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- AIS feed
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- → Signal enrichment (gap analysis · spoofing · ownership)
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- → Λ-axis governance scoring (Ouroboros runtime · Lean 4 verified gate)
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- → Human review gate (required for all consequential actions)
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- → DSSE-wrapped receipt emission (SHA-pinned · prevHash-linked)
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- → Operator notification + A11oy workcell handoff
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- ```
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-
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- The governance gate is formally proved in Lean 4 / Mathlib v4.13.0 across 30 GREEN modules in
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- [`lutar-lean`](https://github.com/szl-holdings/lutar-lean) (DOI [10.5281/zenodo.20431181](https://doi.org/10.5281/zenodo.20431181)).
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- ---
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-
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- ## Defense Unicorns / UDS Deployment (Staged)
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-
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- vessels is the SZL Holdings vertical application most directly aligned with a
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- **Defense Unicorns UDS** deployment. A Zarf package and Helm chart are staged in
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- [`szl-holdings/du-upstream-contributions`](https://github.com/szl-holdings/du-upstream-contributions/tree/main/uds-package-vessels):
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-
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- ```
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- uds-package-vessels/
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- ├── zarf.yaml # Zarf component definition
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- ├── uds-bundle.yaml # UDS bundle reference
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- ├── tasks.yaml # uds-cli tasks: start, demo:ais-replay, demo:verify
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- ├── charts/vessels/ # Helm chart (nginx:alpine, port 8080)
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- │ ├── Chart.yaml
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- │ ├── values.yaml
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- │ └── templates/
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- │ ├── deployment.yaml
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- │ ├── service.yaml
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- │ ├── ingress.yaml # UDS Istio VirtualService
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- │ └── configmap.yaml
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- ├── scripts/
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- │ ├── demo_ais_replay.sh # Replays sample AIS without live provider
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- │ └── verify_receipts.sh # Proves DSSE chain integrity
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- └── README.md
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- ```
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-
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- **Phase 2 requirement:** Containerize the `web/` workspace into a GHCR image.
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- The Dockerfile is already present at [`web/Dockerfile`](https://github.com/szl-holdings/vessels/blob/main/web/Dockerfile).
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- Phase 2 wires live AIS credentials and provisions PostgreSQL within the cluster.
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-
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- **Potential defense maritime use cases (no named customers — illustrative mission patterns):**
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- - Maritime force protection operations requiring real-time sanctions compliance with auditable receipts
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- - Interagency coordination platforms requiring a neutral audit record for vessel-tracking decisions
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- - Allied navy exchange programs where intelligence-sharing events must carry a proof-chain record
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-
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- ---
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-
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- ## Comparison: vessels vs Maritime Intelligence Vendors
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-
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- | Capability | vessels | [Windward](https://windward.ai) | [Lloyd's List / IHS](https://ihsmarkit.com/products/maritime-intelligence.html) | [Spire Maritime](https://spire.com/maritime/) | [MarineTraffic Pro](https://www.marinetraffic.com) | IBM Maritime |
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- |---|---|---|---|---|---|---|
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- | Real-time AIS ingest | Consumes (not source) | ✓ | ✓ | ✓ (satellites) | ✓ | Partial |
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- | Sanctions screening | ✓ daily refresh | ✓ | ✓ | Partial | ✓ | Partial |
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- | Dark-vessel detection | ✓ | ✓ | ✓ | ✓ | Partial | ✗ |
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- | Ownership graph | ✓ | ✓ | ✓ | ✗ | Partial | ✗ |
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- | **DSSE receipt per alert** | **✓ SHA-pinned chain** | ✗ | ✗ | ✗ | ✗ | ✗ |
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- | **Lean-verified governance gate** | **✓ 30 GREEN modules** | ✗ | ✗ | ✗ | ✗ | ✗ |
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- | **Zarf / UDS deployable** | **✓ staged** | ✗ SaaS only | ✗ SaaS only | ✗ SaaS only | ✗ SaaS only | ✗ |
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- | Open-source substrate | ✓ Apache 2.0 runtime | ✗ | ✗ | ✗ | ✗ | ✗ |
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-
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- ---
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-
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- ## What this is NOT
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-
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- - **Not an AIS data provider** — vessels consumes AIS from an external subscription; it does not own AIS infrastructure
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- - **Not SOC 2 certified** — no SOC 2 Type I or II report exists
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- - **Not a replacement for an OFAC compliance reviewer** — sanctions screening surfaces matches; final determination requires a qualified human
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- - **Not GDPR-cleared** — data residency and DPA agreements not yet in place
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- - **Not FedRAMP authorized** — no FedRAMP P-ATO or ATO; authorization path not started
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- - **Not live with real AIS** — current demo uses seeded/simulated telemetry; live AIS requires a provider subscription
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-
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- ---
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-
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- ## Mirror metadata
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-
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- | Field | Value |
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- |---|---|
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- | Source repo | [`szl-holdings/vessels`](https://github.com/szl-holdings/vessels) (private, proprietary) |
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- | Files mirrored | 201 source files |
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- | Last mirrored | 2026-05-29 UTC |
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- | CI status | All workflows green (CI · Tests · CodeQL · SBOM · SLSA 3 · DCO · OpenSSF Scorecard) |
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- | DOI | [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276) |
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-
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- ---
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-
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- ## HF surfaces
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-
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- | Surface | URL |
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- |---|---|
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- | **Source mirror (this dataset)** | [SZLHOLDINGS/vessels-source](https://huggingface.co/datasets/SZLHOLDINGS/vessels-source) |
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- | **Deep-dive Space** (STAGED — deploys after midnight UTC) | `SZLHOLDINGS/vessels-platform` |
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- | **Org showcase** | [SZLHOLDINGS on Hugging Face](https://huggingface.co/SZLHOLDINGS) |
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-
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- ---
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-
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- ## Citations
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  ```bibtex
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- @software{lutar_vessels_2026,
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- author = {Lutar, Stephen P.},
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- title = {vessels Maritime fleet intelligence for governed AI workflows},
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- year = {2026},
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- publisher = {SZL Holdings},
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- doi = {10.5281/zenodo.20434276},
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- url = {https://github.com/szl-holdings/vessels}
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  }
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  ```
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- **References:**
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- - Ouroboros Thesis DOI: [10.5281/zenodo.20434276](https://doi.org/10.5281/zenodo.20434276)
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- - Lutar-Lean DOI: [10.5281/zenodo.20431181](https://doi.org/10.5281/zenodo.20431181)
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- - OFAC SDN list: [treasury.gov/ofac](https://www.treasury.gov/ofac/downloads/sdnlist.txt)
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- - UN SC consolidated list: [un.org/securitycouncil](https://www.un.org/securitycouncil/content/un-sc-consolidated-list)
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- - EU sanctions: [eeas.europa.eu](https://www.eeas.europa.eu/eeas/eu-sanctions-map_en)
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- - IMO Maritime Safety conventions: [imo.org](https://www.imo.org/en/About/Conventions/Pages/Default.aspx)
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- - Defense Unicorns UDS: [uds.defenseunicorns.com](https://uds.defenseunicorns.com)
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- - Zarf documentation: [docs.zarf.dev](https://docs.zarf.dev)
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- ---
 
 
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- **SZL Holdings, LLC** · [szlholdings.com](https://szlholdings.com) ·
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- Author: [Stephen Paul Lutar JR](https://orcid.org/0009-0001-0110-4173) (ORCID 0009-0001-0110-4173) ·
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- Contact: [partners@szlholdings.com](mailto:partners@szlholdings.com)
 
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  ---
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+ license: apache-2.0
 
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  tags:
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+ - maritime
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+ - sanctions
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+ - vessel-tracking
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+ - dark-vessel-detection
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+ - governance
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+ - agentic-ai
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+ - ai-governance
 
 
 
 
 
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  size_categories:
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+ - n<1K
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+ task_categories:
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+ - other
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+ language:
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+ - en
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+ pretty_name: vessels — Maritime Fleet Intelligence Source
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  ---
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+ # vessels — Maritime Fleet Intelligence
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+ [![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-0B1F3A.svg?style=flat-square&logo=apache)](https://www.apache.org/licenses/LICENSE-2.0)
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  [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.20434276.svg)](https://doi.org/10.5281/zenodo.20434276)
 
 
 
 
 
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+ Source mirror of [github.com/szl-holdings/vessels](https://github.com/szl-holdings/vessels). Maritime fleet intelligence vertical: sanctions screening, dark-vessel detection, ownership graph analytics, and voyage analytics all governed by the SZL receipt chain.
 
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+ | Capability | Description |
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+ |-----------|-------------|
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+ | Sanctions screening | Real-time vessel sanctions list cross-check |
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+ | Dark vessel detection | AIS gap analysis + behavioral signatures |
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+ | Ownership graph | Multi-hop beneficial ownership resolution |
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+ | Voyage analytics | Port call patterns + route anomaly detection |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## Cross-links
 
 
 
 
 
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+ - **Org card:** [SZLHOLDINGS/SZLHOLDINGS](https://huggingface.co/datasets/SZLHOLDINGS/SZLHOLDINGS)
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+ - **Source:** [github.com/szl-holdings/vessels](https://github.com/szl-holdings/vessels)
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## Citation (BibTeX)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```bibtex
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+ @misc{lutar2026ouroboros,
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+ title = {Ouroboros: Formal Verification of Agentic AI Governance — v18.0},
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+ author = {Lutar, Stephen P.},
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+ year = {2026},
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+ doi = {10.5281/zenodo.20434276},
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+ url = {https://doi.org/10.5281/zenodo.20434276}
 
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  }
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  ```
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+ ## Contact
 
 
 
 
 
 
 
 
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+ **Stephen P. Lutar** · stephen@szlholdings.com
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+ [![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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+ [github.com/szl-holdings](https://github.com/szl-holdings) · [huggingface.co/SZLHOLDINGS](https://huggingface.co/SZLHOLDINGS)
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+ ---
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+ *Doctrine v6 strict no marketing superlatives — every claim verifiable.*