How Defaxon works

Defaxon is a live, AI-curated map of world events. We continuously ingest open data feeds, normalize every event into one shared schema — from a village council result to a global summit — and surface them on a single map, ranked by impact rather than raw magnitude.

“Live” means minutes, not seconds

Our primary feed refreshes roughly every fifteen minutes, so events appear within minutes of being reported. We aim to be fast and broad, not omniscient — we will not pretend that nothing on Earth is ever missed.

We link out — we never republish

For each event we show metadata and a neutral, AI-generated summary, alongside links to the original sources. We never reproduce full article text; the reporting belongs to its publishers.

Ranking is honest about uncertainty

Events are ordered by a blend of recency, impact, extraction confidence and source corroboration — never severity alone. An alarming-looking event from a single unverified source is ranked accordingly, not pushed to the top.

Early-warning, not prophecy

Defaxon highlights surges, anomalies and historically correlated patterns as probabilistic early-warning signals. These are scored hypotheses about what tends to follow what — never deterministic predictions of the future.

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