The prophecy and AI reports imply a key danger: automated systems can make interpretive correlations feel more certain than they are.

Core Ideas

RiskSemantic matching can turn weak resemblance into false prophetic confidence.
Design responseShow source confidence, competing frameworks, date of review, human-editor notes, and abstention when evidence is thin.
RobustnessSeparate data ingestion, interpretation, editorial review, and publication state.