Every answer comes back with an honest disposition: verified from a real source, calibrated when the data only goes so far, declined when it isn’t knowable, or beyond classical when it’s checkable but not computable at practical cost.
Verifiable answers are cross-checked by an independent model before they’re marked verified.
Best with a checkable answer — a number, a price, a fact, a yes/no.
Verified, calibrated, declined, or beyond-classical — never a confident guess dressed up as fact.
A verifiable answer is confirmed by a different model family before it’s marked verified.