About World Pulse

World Pulse records selected public reality signals and compares how they later appear in structured public reference sources.

It is built for teams that need a source-linked record of how public events are later reflected in reference systems.

Read the framework · Join the brief · Contact

What It Helps With

World Pulse helps teams review how public events move from raw public records into structured reference sources.

Use it to:

Build a source-linked daily note around public events.
Compare recent event records with what appears later in Wikipedia and other reference systems.
Review whether selected regions, hazards, or infrastructure signals are represented in structured public records.
Create custom observation windows for a specific source set, geography, or research question.

Who Uses This

World Pulse is for teams that need to compare public events with the public reference systems that later describe them.

Data journalism teams: Use World Pulse to prepare backgrounders and explainers with source-linked context around public events.
AI and knowledge-data teams: Review whether recent public events are represented in the reference sources used by models, RAG systems, or knowledge graphs.
Insurance and risk research teams: Compare public event records across regions, hazards, and infrastructure categories before deeper internal analysis.
Academic and policy researchers: Study how observed public events become structured reference records over time.

How It Works

World Pulse separates public records into three practical layers.

Reality Layer: public physical, environmental, and infrastructure signals.
Reflection Layer: structured reference behavior, currently using Wikipedia Pageviews as a rough signal.
Context Layer: supporting public records.

For details on source selection, limitations, and calibration, see the Observational Framework.

Boundaries

World Pulse is not a prediction system, emergency-notice system, investment tool, medical tool, political tool, or personal-safety tool.

It does not measure real-time human awareness. It does not observe X searches, search engine queries, apps, or private behavior.

A reflection delay is only a timing difference between source types.

Data Window

World Pulse uses UTC data dates. Some public datasets are daily aggregated or delayed, so the latest complete data date can differ from the viewer's local calendar date.

Individual cards may show their own observed time in UTC.

Sources

Sources are stored as raw observations with source lineage where possible.

Next Steps

Read the Observational Framework for the source model, boundaries, and calibration principles.
Join the Weekly Brief for a small weekly note on reality/reflection examples.
Contact about custom observation windows for selected sources, regions, hazards, or research use.