公开(公告)号：US20250131366A1

公开(公告)日：2025-04-24

申请号：US18926132

申请日：2024-10-24

Applicant: X Development LLC

Inventor： Lam Thanh Nguyen ,  Grace Taixi Brentano ,  Sze Man Lee ,  Karush Suri ,  Anikait Singh ,  Salil Vijaykumar Pradhan ,  David Andre ,  Gearoid Murphy

IPC: G06Q10/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating actions for a supply chain network. One of the methods includes receiving a request to generate an action in a supply chain network for a particular product based on current state information; providing a request to an action model to generate a respective probability distribution for one or more actions for one or more products; receiving, from the action model, the respective probability distributions for the one or more products; determining, for each product, a binned action from the respective probability distribution; providing a request to a sequence model to generate a respective correction for the one or more binned actions; and receiving, from the sequence model, the respective correction for the respective binned action.

公开(公告)号：US20240289733A1

公开(公告)日：2024-08-29

申请号：US18589228

申请日：2024-02-27

Applicant: X Development LLC

Inventor： Anikait Singh ,  David Andre ,  Grace Taixi Brentano ,  Karush Suri ,  Lam Thanh Nguyen ,  Salil Vijaykumar Pradhan ,  Gearoid Murphy ,  Klara Kaleb ,  Raja Dilip Panjwani ,  Sze Man Lee ,  Ashish Jagmohan Chona

IPC: G06Q10/0834 ,  G06Q10/067

CPC classification number: G06Q10/08345 ,  G06Q10/067

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for using a large language model as a common interface between entities in a supply chain network. One of the methods includes receiving, by a supply chain analysis system, a plurality of messages from entities in a supply chain network having a plurality of entities. Each message is provided to a large language model that is configured to generate modified messages that are in a standardized format, wherein the standardized format includes one or more data elements representing a proposed exchange in the supply chain network. The standardized messages are provided to one or more of the entities in the supply chain network to effectuate a communications interface through the large language model for entities in the supply chain network.