CONCEPT
Warranted Knowledge
Knowledge that carries its own provenance—the trace of how it was found out—against fluent text that has been severed from any account of where it came from.
Warranted knowledge is the Herodotean standard: a claim is knowledge not merely because it is true but because it stands in some traceable relation to the world, because someone, at some point, checked it. Herodotus built his whole method on carrying that warrant alongside the fact—this I saw, this I inferred, this I merely heard—so that a reader could sort the witnessed from the absorbed. A large language model severs the relation by construction: it distills billions of sentences into a statistical model of language, and in that distillation the question "where did this come from, and did anyone verify it?" is not merely lost but rendered unaskable, because the answer was never carried into the representation. The model is the residue of a vast inquiry it did not conduct and cannot recount, which is why its true sentences and its confident inventions arrive in the same untroubled voice. Warrant is the property the machine cannot supply about itself, and which the user must restore.
