Patent ID: 11966704
Assignee: AMKS INVESTMENTS I LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. At least one non-transitory computer-readable storage medium comprising instructions that, when executed by at least one computer hardware processor, cause the at least one computer hardware processor to perform a method for verifying information in an output produced by a first trained machine learning (ML) model in response to an input, the method comprising:
(A) receiving a first output generated by the first trained ML model in response to a first input, the first output comprising text;
(B) parsing the first output into one or more verifiable statements;
(C) verifying, using a second trained ML model and first reference data accessed from at least one first datastore via at least one first communication network, the one or more verifiable statements to produce first verification results, the first verification results indicating which of the one or more verifiable statements has been verified;
(D) determining, based on the first verification results, whether any of the one or more verifiable statements remains unverified;
(E) when it is determined that at least one of the one or more verifiable statements remains unverified,
querying the first trained ML model with a request to provide information identifying at least one second datastore having second reference data attesting to veracity of the first output; and
verifying, using the second trained ML model and the second reference data accessed from the at least one second datastore via the at least one first communication network or at least one second communication network, the at least one unverified statement to produce second verification results; and

(F) providing output indicating whether one or more of the one or more verifiable statements have been verified based on at least one of the first verification results or the second verification results.