EP-077Hypothesis EngineMultiple explanations · no premature certainty

Hypothesis Engine™

Generate → rank → test → identify conflicts → revise. AIR AI is required to produce multiple genuine competing explanations, test each against evidence, surface contradictions, and name the unknowns that would separate the alternatives. Confidence is never allowed to hit 100%.

Hypotheses

—

Evidence

—

Conflicts

—

Unknowns

—

Ceiling

—

Preset

Load a question

Question

What are we explaining?

DomainObservations / context

Minimum hypotheses (4)

Hypotheses

Run the engine to populate

AIR AI will generate multiple competing explanations, rank them, test each against your evidence, surface contradictions, and revise confidence — with a ceiling of 92% and at least one live alternative.