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News & EventsIntermediate · 6 min read

How live news becomes 'event risk' evidence

Live news from official exchange announcements and crypto news sources is ingested continuously, clustered so duplicate coverage of the same event doesn't get double-counted, and scored for how directly it affects a given asset.

A sufficiently major, fresh event can act as a hard blocker on the confluence engine — overriding an otherwise strong technical setup, because the evidence-based approach here treats an unfolding major news event as genuinely higher risk than normal, not as noise to filter out.

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