VUCA
VUCA NEWS · CONTESTED REALITY

Where the world can't agree what's happening

Every situation here is ranked by how much its reality is contested — not how bad it is, but how far apart the interpretations are. The index blends four measured signals: the model's ambiguity read, how far competing worldviews diverge, the share of claims in active dispute, and how much forecasters disagree. AllSides tells you how one story is framed; this measures where the framings split — as a number, across every dynamic.

CONTESTED REALITY INDEX · 19 DYNAMICS
HOW IT'S MEASURED

The index is a weighted blend of four inputs, renormalized over whichever are available for a given dynamic, so it is populated from the first day and sharpens as coverage deepens: ambiguity — the VUCA engine's read of interpretive spread (40%); worldview divergence — how far published faction stances disagree, scored daily by an LLM judge (35%); contested claims — the share of a dynamic's published claims flagged as disputed (15%); and forecaster disagreement — the crowd probability spread on its open questions (10%). A chip reads until that signal has data. Worldview divergence activates once the desk publishes competing factions for a dynamic — today the index runs on the other three inputs.