What WEO is, what it tracks, and how it works
Warmth Engine Observatory (WEO) produces Coordination Intelligence on AI infrastructure dynamics across geopolitical blocs through verified events and mapped coordination connections.
The platform applies institutional-grade methodology adapted from Basel Committee frameworks, intelligence community standards, and academic evidence grading. Events are classified by tier (Cross-Bloc, Between-Bloc, Intra-Bloc), domain, and event type, and tagged by industry sector (11-category taxonomy). The 7-type Coordination Connections taxonomy tracks how events influence, enable, or respond to one another — the first systematic framework for mapping these relationships.
No existing framework systematically documents AI infrastructure coordination dynamics at the intersection of technology deployment, geopolitical alignment, and institutional governance. Existing frameworks address either technology (AI capability benchmarks), economics (trade flows), or politics (governance indicators) — but none classify and document their coordination interdependencies.
WEO addresses this gap through a structured classification methodology applied to verified events.
WEO addresses coordination at the systemic level — how major power centres coordinate around AI infrastructure deployment. The current implementation tracks nation-state and geopolitical bloc dynamics; the methodology architecture accommodates future bloc formations (corporate, regional, infrastructural) as power structures evolve. This systemic focus differs from operational AI infrastructure management, which addresses how organisations run their own AI systems efficiently.
Events enter the database as verification completes. This reflects research pipeline timing rather than historical implementation sequence — events are added when sufficient data exists to verify, classify, and document them.
All events must meet gold-standard verification requirements: 2+ primary sources OR 1 primary + 2 corroborating sources, plus implementation evidence confirming the event actually occurred (not just announced).
The 6-month lag trades recency for verification quality. Announcements happen instantly; implementation takes months. WEO tracks verified outcomes, not announcements.
This window allows for: implementation confirmation (construction complete, law enacted, system operational), third-party validation emergence, source verification and accuracy validation, and evidence accumulation from multiple independent sources.
Coordination Connections are verified relationships between events — how events influence, enable, or respond to one another. Each connection requires documentary evidence meeting confidence thresholds.
Seven connection types are tracked: Policy Cascade, Joint Issuance, Funding Flow, Regulatory Enablement, Response, Framework Family, and Parallel Policy. These reveal coordination patterns across the database.
Complete methodology documentation is publicly available on the Methodology page. The WEO Methodology Manual provides full technical specification covering event verification, significance assessment, tier classification, domain classification, and coordination connections.
Classification criteria are explicit and evidence-based, enabling independent verification. External validation is encouraged.
Tier 1 (Cross-Bloc): Coordination involving both Western and Eastern Blocs with binding commitments and material integration.
Tier 2 (Between-Bloc): One bloc creating structural separation from the other through parallel buildout or policy restrictions, with explicit cross-bloc targeting documented in official sources. Further classified by Fragmentation Type (Buildout or Restriction) and direction (Western-Led or Eastern-Led).
Tier 3 (Intra-Bloc): Coordination occurring entirely within a single bloc — Western or Eastern.
Non-Aligned nations (India, Brazil, Indonesia, South Africa, etc.) pursue strategic autonomy through multi-alignment with both blocs. WEO classifies events involving these nations based on the dominant partnership in each specific event.
The Primary Partner Test applies three criteria in order: Financial Backing (≥66⅔% from one bloc), Technology Transfer (critical technology provider), and Strategic Initiative Leadership. The same nation may appear in Western Bloc events and Eastern Bloc events depending on partnership context.