US 11,991,299 B1
Systems and methods for facilitating use of artificial intelligence platforms trained on blockchain action lineages to conduct blockchain actions
Jonathan Miles Collin Rosenoer, Westport, CT (US)
Assigned to Citibank, N.A., New York, NY (US)
Filed by Citibank, N.A., New York, NY (US)
Filed on Dec. 11, 2023, as Appl. No. 18/535,873.
Application 18/535,873 is a continuation in part of application No. 18/361,507, filed on Jul. 28, 2023, granted, now 11,842,287.
Application 18/361,507 is a continuation in part of application No. 18/152,694, filed on Jan. 10, 2023, granted, now 11,755,746, issued on Sep. 12, 2023.
This patent is subject to a terminal disclaimer.
Int. Cl. H04L 9/00 (2022.01); H04L 9/08 (2006.01)
CPC H04L 9/50 (2022.05) [H04L 9/08 (2013.01)] 19 Claims
OG exemplary drawing
 
1. A system for facilitating use of artificial intelligence platforms trained on blockchain action lineages to conduct blockchain actions, the system comprising:
one or more processors; and
one or more non-transitory, computer-readable mediums comprising instructions recorded thereon on that, when executed by the one or more processors cause operations, comprise:
accessing an internal index, wherein the internal index comprises on-chain self-executing program characteristics and off-chain self-executing program characteristics, and wherein the on-chain self-executing program characteristics and off-chain self-executing program characteristics are archived in the internal index based on respective temporal identifiers;
generating, based on the internal index, a mapping of a first network;
determining, based on the mapping, a first subset of blockchain action lineages used to conduct a first subset of blockchain actions, wherein the first subset of blockchain action lineages indicates self-executing program characteristics corresponding to each self-executing program of a first plurality of self-executing programs used to conduct one or more of the first subset of blockchain actions;
generating, based on the first subset of blockchain action lineages, training data for an artificial intelligence platform that is trained to generate predictions for performing blockchain actions on the first network by adjusting weights of the artificial intelligence platform according to the training data;
receiving a first self-executing program requirement for a requested blockchain action across the first network, wherein the first self-executing program requirement indicates a required security certificate for the requested blockchain action;
determining a first feature input based on the first self-executing program requirement and the requested blockchain action;
inputting the first feature input into the artificial intelligence platform to generate a first output, wherein the first output comprises a predicted security certificate for using a second plurality of self-executing programs to perform the requested blockchain action; and
based on the first output, performing the requested blockchain action using the second plurality of self-executing programs.