US 12,438,554 B1
System and method for federated two-stage compression within a persistent cognitive machine
Zhu Li, Overland Park, KS (US); Paras Maharjan, Kansas City, MO (US); and Brian Galvin, Silverdale, WA (US)
Assigned to ATOMBEAM TECHNOLOGIES INC., Moraga, CA (US)
Filed by AtomBeam Technologies Inc., Moraga, CA (US)
Filed on Jun. 23, 2025, as Appl. No. 19/245,413.
Application 19/245,413 is a continuation in part of application No. 18/890,748, filed on Sep. 19, 2024, granted, now 12,373,739.
Application 18/890,748 is a continuation in part of application No. 18/623,018, filed on Mar. 31, 2024, granted, now 12,119,848, issued on Oct. 15, 2024.
Int. Cl. H03M 7/00 (2006.01); H03M 7/30 (2006.01)
CPC H03M 7/3082 (2013.01) 10 Claims
OG exemplary drawing
 
1. A computer system comprising:
a hardware memory, wherein the computer system is configured to execute software instructions stored on nontransitory machine-readable storage media that:
initialize a persistent cognitive state with language and reasoning capabilities;
generate machine-generated cognitive data structures comprising semantic representations of processed input data;
convert the machine-generated cognitive data structures thoughts into vector representations in a high-dimensional abstract space;
process the vector representations through a compression network;
convert the plurality of compressed thought data into a plurality of codewords using a plurality of codebooks; and
store the codewords in a thought cache.