{
  "markdown": "# Warmth Engine Observatory (WEO)\n\n**AI Infrastructure Coordination Dynamics**\n\n[![Licence: CC BY 4.0](https://img.shields.io/badge/Licence-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)\n\n---\n\n## Overview\n\nThe Warmth Engine Observatory tracks AI infrastructure coordination dynamics across geopolitical blocs through verified events and mapped Coordination Connections.\n\n**Scope:** WEO tracks *systemic* AI infrastructure coordination — observable coordination dynamics between major power centres (currently nation-states and geopolitical blocs). This differs from operational AI infrastructure management, which addresses how organisations run their own AI systems.\n\n**Live Platform:** [www.warmthengine.com](https://www.warmthengine.com)\n\n---\n\n## Platform Components\n\n- **Event Database** — Verified AI infrastructure coordination events classified by tier (Cross-Bloc, Between-Bloc, Intra-Bloc) and domain (Energy/Infrastructure, Security, Technology, Trade), tagged by industry sector (11-category GICS-anchored taxonomy) and assessed for environmental intersections via Environmental Nexus Tags (5-type ENT taxonomy with Warmth Engine Ratio)\n- **Coordination Connections** — Documented relationships between events revealing structural patterns across the database (Policy Cascade, Joint Issuance, Funding Flow, Regulatory Enablement, Response, Framework Family, Parallel Policy)\n- **Interactive Map** — Geographic visualisation of global AI infrastructure deployment\n- **Interactive Atlas** — Network, timeline, and connectedness analytical surface for exploring coordination topology and event relationships via Cytoscape.js\n- **Evidence-Based Verification** — Every event verified through primary and corroborating sources with gold standard evidentiary requirements\n- **Sovereign Capability Profiles** — 7-dimension framework assessing 20 state actors' sovereign control across the AI infrastructure stack, with four designation levels (PAA, AIK, ACS, Participant); includes qualification headlines, constraint summaries, sourced evidence, and severance analysis\n- **Profiles Page** — Standalone `/profiles/` page rendering the full SCP panel with dimension filtering, actor detail expansion, and Dimension Watch table\n- **Dimension Watch** — Forward-looking monitoring table identifying actors approaching a designation status change at the next assessment cycle, with trigger conditions and timeline estimates\n- **Infrastructure Threads** — Factual cross-event links documenting where the same AI infrastructure asset (chip or accelerator, energy source, or fabrication facility) appears across multiple verified events, with four link types (fabricated_at, deploys, trains_on, powered_by); toggleable overlay on the Atlas and queryable via `get_threads`\n- **Guided Journeys** — Operator-curated analytical pathways across three substrates on the Atlas: coordination (directional coordination lineage), hardware (infrastructure thread links), and all layers (fusion traversal spanning coordination, material, and capability layers)\n- **Coordination Topology** — Parent-child coordination backbone mapping directional relationships (Policy Cascade, Funding Flow, Regulatory Enablement, Response) across the event corpus, powering the Atlas network view\n- **MCP Integration** — Model Context Protocol server at `warmthengine.com/mcp` exposing seventeen programmatic tools for AI systems to query verified Coordination Intelligence (search_events, get_event, get_connections, get_connection_by_id, get_actors, get_coverage_stats, get_methodology, get_topology, traverse_coordination, get_capability_signatures, get_capability_links, get_threads, get_event_stack, query_scp, get_blocs, get_contribution, get_metrics)\n\n---\n\n## Architecture\n\nThe platform uses a decoupled architecture: HTML files serve as lightweight UI shells that fetch data dynamically from the WEO API (Cloudflare Worker + KV).\n\n- **Data source:** Cloudflare KV via WEO API (`warmthengine.com/api/`)\n- **MCP endpoint:** `warmthengine.com/mcp` (Model Context Protocol for AI agent access)\n- **Authentication:** Token-based (`?token=weo_xxx`) for API and MCP consumers; password header for website\n- **Fallback:** Static JSON file for API downtime resilience\n- **Hosting:** GitHub Pages with custom domain\n- **Routes:** Managed via `wrangler.toml` (`warmthengine.com/api/*` and `warmthengine.com/mcp*`)\n\nData updates flow through the API — no HTML changes required for new events or connections.\n\n---\n\n## Methodology Documentation\n\nThe WEO methodology is documented across four publications, all available on Zenodo with DOI registration:\n\n### Core Documentation\n\n| Publication | DOI |\n|---|---|\n| **WEO Methodology Manual** — Operational specification covering event verification, significance assessment, tier classification, domain classification, industry tagging, environmental nexus tagging, and Coordination Connection methodology | [`10.5281/zenodo.18427565`](https://doi.org/10.5281/zenodo.18427565) |\n| **WEO Methodology Rationale** — Companion document providing empirical derivation, theoretical grounding, and calibration justification for all methodology components | [`10.5281/zenodo.18427582`](https://doi.org/10.5281/zenodo.18427582) |\n\n### Methodology Extensions\n\n| Publication | DOI |\n|---|---|\n| **Towards Coordination Science: A Framework for Measuring Geopolitical Coordination Dynamics Through Event Relationship Patterns** — Coordination Connection metrics and theoretical foundations (Layer 2 framework) | [`10.5281/zenodo.18427584`](https://doi.org/10.5281/zenodo.18427584) |\n| **Tier-Crossing Dynamics in Coordination Networks: A Methodology Extension for Cross-Level Connection Analysis** — Analytical framework for examining Coordination Connections across different tiers | [`10.5281/zenodo.18427586`](https://doi.org/10.5281/zenodo.18427586) |\n\n### Self-Hosted Documentation\n\nThe V1.5 Manual and Rationale are self-hosted as navigable HTML with granular section anchoring:\n\n- **Manual:** [`warmthengine.com/research/methodology/manual/`](https://warmthengine.com/research/methodology/manual/) (490 section anchors)\n- **Rationale:** [`warmthengine.com/research/methodology/rationale/`](https://warmthengine.com/research/methodology/rationale/) (193 section anchors)\n- **Errata & Corrigenda:** [`warmthengine.com/research/methodology/errata/`](https://warmthengine.com/research/methodology/errata/) — V1.5 errata and corrigenda (expression corrections and substantive corrections to reported findings, with machine-readable `errata.json`)\n\nA semantic dictionary (`data/weo-methodology-map.json`) maps 185 WEO-specific terms to their methodology section anchors, serving both human tooltip navigation and the MCP `get_methodology` tool.\n\n---\n\n## Repository Structure\n\n```\nwarmth-engine-observatory/\n├── index.html                  # Main platform (interactive map)\n├── atlas.html                  # Interactive atlas (network/timeline/connectedness)\n├── events.html                 # Events database\n├── methodology.html            # Methodology overview\n├── blocs.html                  # Bloc analysis\n├── research.html               # Research publications\n├── about.html                  # About WEO\n├── support.html                # Supporter access\n├── legal.html                  # Legal information\n├── 404.html                    # Custom error page\n├── profiles/\n│   └── index.html                  # Sovereign Capability Profiles page (generated)\n├── scripts/\n│   └── generate_profiles.py        # Profiles page generator (actors JSON → HTML)\n├── data/\n│   ├── events-free.json            # Static fallback (free-tier event data)\n│   └── weo-methodology-map.json    # 185 term-to-anchor semantic mappings\n├── research/\n│   └── methodology/\n│       ├── errata/                 # V1.5 Errata Register (HTML + errata.json)\n│       ├── manual/                 # Self-hosted V1.5 Manual (HTML + PDF)\n│       ├── materials-register/     # AI-Critical Materials Register (HTML)\n│       └── rationale/              # Self-hosted V1.5 Rationale (HTML + PDF)\n├── sitemap.xml                 # XML sitemap for search engines\n├── robots.txt                  # Crawler directives\n├── og-image.png                # Open Graph social preview image\n├── favicon_48x48.png           # Browser tab icon (48px)\n├── favicon_32x32.png           # Browser tab icon (32px)\n├── favicon_16x16.png           # Browser tab icon (16px)\n├── CNAME                       # Custom domain configuration\n├── LICENSE.md                  # Licence information\n└── README.md                   # This file\n```\n\n---\n\n## Citation\n\nIf using this platform or its methodology in research, please cite:\n\n```\nWarmth Engine Observatory (WEO)\nWarmth Engine, 2026\nhttps://www.warmthengine.com\nLicensed under CC BY 4.0\n```\n\n---\n\n## Contact\n\n- **Website:** [warmthengine.com](https://www.warmthengine.com)\n- **Email:** warmthengine@proton.me\n\n---\n\n## Acknowledgements\n\nThis platform uses the following open-source libraries and typefaces:\n\n- **[Leaflet](https://leafletjs.com/)** (BSD-2-Clause) — Interactive map functionality\n- **[Leaflet.markercluster](https://github.com/Leaflet/Leaflet.markercluster)** (MIT) — Map marker clustering\n- **[Geist](https://vercel.com/font)** (SIL Open Font Licence) — Primary typeface\n- **[Geist Mono](https://vercel.com/font)** (SIL Open Font Licence) — Monospace typeface\n- **[Cytoscape.js](https://js.cytoscape.org/)** (MIT) — Network graph visualisation (Atlas)\n\n---\n\n## Licence\n\nMethodology documentation is licensed under [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/).\n\nThe platform, event database, and data products are proprietary.\n\nSee [LICENSE.md](LICENSE.md) for full details.\n",
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