The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 25, 2026

Filed:

Apr. 25, 2023
Applicant:

Maplebear Inc., San Francisco, CA (US);

Inventors:

Syed Wasi Hasan Rizvi, Toronto, CA;

Charles Wesley, San Diego, CA (US);

Assignee:

Maplebear Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/23 (2019.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 20/00 (2019.01); G06F 16/23 (2019.01);
Abstract

An online system validates item updates using a machine-learning model to identify item updates that need independent review. The online system maintains an item database that has item entries for items on the online system. The online system receives item updates from an item update system and applies an error prediction model to the item updates to generate an error likelihood score for each item update. The online system samples a subset of the item updates based on the error likelihood scores and passes these sampled item updates to a human reviewer system. The human reviewer system labels each of the sampled item updates with an error label indicating whether the corresponding item update is actually erroneous. The online system determines whether to update the item database with the full set of received item updates based on the error labels.


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