Skip to content
Glossary / Canonical epistemic failure modes

Performative Hedging

Performative Hedging is the use of hedging language as a social signal rather than a calibrated statement of confidence. Qualifiers like “it is worth noting” or “arguably” perform caution without tracking the model's actual uncertainty. Because readers treat hedges as confidence information, decorative hedging quietly misinforms the decision that follows.

How it manifests · Illustrative vector

Illustrative vector: a model prepends qualifiers like it is worth noting or arguably to a confident, well-supported answer, and the reader treats the decorative hedge as genuine uncertainty, discounting a finding that was not actually in doubt.

Related terms

All terms · Where we work