Microsoft Technology Licensing, LLC

Shane M Chism

Douglas Lane Milvaney

Manoj Sharma

Nathan D Kile, Jr

Angela Allison

David Adam Stephens

Brenda W Bell

Bernabe Hostein

Dan Zarzar

Hari Bharath Molabanti

Aravind Narayanan Manimandiram

Chipalo Street

Shawn Cantin Callegari

Nicholas Becker

Aspects of the present disclosure relate to systems and methods for sorting one or more files hosted by a collaborative application. In one aspect, one or more activity signals associated with one or more files hosted by the collaborative application may be received from a substrate. An activity-based sort order may be determined using at least a combination of the one or more activity signals. The activity-based sort order may be applied to sort the one or more files hosted by the collaborative application for display in a user interface to an activity object of the collaborative application.

Activity based sorting in collaborative applications

Methods and systems for generating completely automated public Turing test (CAPTCHA) images are provided. In some examples, a method includes generating a plurality of images using a generative imaging model, providing the plurality of images to a user with a description that corresponds to one of a similarity or difference between the plurality of images, receiving a selection of an image of the plurality of images, determining if the selection is correct based on the provided description, and outputting an indication of whether the selection is correct.

Generating captchas using generative imaging models

Examples of the present disclosure describe systems and methods of providing a people relevance platform. In aspects, an event may be generated by an application/service on a client device. The event may be transmitted to a people relevance platform. The people relevance platform may use the event to query one or more data sources for user contacts associated with the user. The people relevance platform may generate/modify a graph or model using the user contact data, and may provide the user contact data to the client device. The client device may update a local cache and provide the user contact data to the originating application. The client device may monitor the user selection of a contact, and transmit the selection information to the people relevance platform. The people relevance platform may modify the graph and/or model based on the selection information.

People relevance platform

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Bellevue, WA, United States of America

Shane M Chism