US 12,452,035 B1
Methods and systems for maintaining fidelity of a bond between a person and an artificial intelligence agent
Raphael A. Rodriguez, Marco Island, FL (US); and Thomas Grissen, Naples, FL (US)
Assigned to Daon Technology, Douglas (IM)
Filed by Daon Technology, Douglas (IM)
Filed on Jun. 20, 2025, as Appl. No. 19/245,204.
Int. Cl. H04L 9/06 (2006.01); G06N 20/00 (2019.01); H04L 9/00 (2022.01)
CPC H04L 9/0643 (2013.01) [G06N 20/00 (2019.01); H04L 9/50 (2022.05)] 17 Claims
OG exemplary drawing
 
1. A method of maintaining fidelity of a bond between a person and an artificial intelligence agent bound to the person comprising the steps of:
obtaining a snapshot of a Baseline Persona Model of a person, the Baseline Persona Model being a machine learning model that encodes data for different behavioral modalities of the person over time, the snapshot being a copy of the Baseline Persona Model at an instant in time and including parameters for each of the different behavioral modalities of the person;
generating, for each of the different behavioral modalities, a corresponding cryptographic hash of the parameters for the respective behavioral modality, each cryptographic hash being associated with metadata;
signing each cryptographic hash within a hardware security module;
writing the signed cryptographic hashes and associated metadata to an Immutable Ledger, the Immutable Ledger being a permissioned blockchain accessible to authorized auditors;
capturing, by an electronic device, data for behavioral modalities of the person;
calculating a score for each of the captured behavioral modalities;
calculating a similarity score from the calculated scores;
comparing the similarity score against a threshold value;
in response to determining the similarity score fails to satisfy the threshold value, substituting the snapshot for the Baseline Persona Model of the person;
subsequently capturing data for the behavioral modalities of the person over time; and
retraining, using a set of the subsequently captured data approved by the person, the Baseline Persona Model.