Microsoft Technology Licensing, LLC

Amazon Technologies, Inc.

Xuan Li

Weizhen Wang

Min Lu

Marcin Piotr Kowalski

Yu Zheng

Chenguang Yang

Max Wang

Weinan Wang

Aaron D Kujat

Zhiyu Zhang

Yi Feng

Alexander H Wilkins

Anna Clara Nagy

Michael Louis Urciuoli

Faryal Ali Khan

Qing Dai

A data processing system implements obtaining presentation content for a presentation, the presentation content including a set of slides and a transcript. The system further implements obtaining presentation style information for the presentation from a presentation datastore, generating a prompt for a LLM that includes the transcript and the presentation style information to cause the first LLM to generate an augmented transcript by rewriting the textual cues of the first transcript into a conversational style associated with the presentation style identified in the presentation style information; generating audiovisual content by generating speech for a virtual presenter and generating audiovisual content synchronizing an animation of the virtual presenter with the first audio content, and sending the audiovisual content to the computing devices of users who are in an audience of the presentation.

Artificial intelligence driven presenter

A storage manager implements adaptive snapshot chunk sizing, wherein snapshot chunks are sized differently based on an access pattern for volume data to be included in the respective snapshot chunks. For example, sequentially accessed sectors of a volume may be grouped into snapshot chunks of varying sizes and individually accessed sectors may be snapshotted as individual snapshot chunks. When a volume is populated from the snapshot chunks, the volume data is re-mapped into standard sized volume blocks. In some embodiments, an optimized manifest is generated indicting an order in which the snapshot chunks are to be used to populate a volume to perform a launch process using the volume. In some embodiments, adaptively sized snapshot chunks and a corresponding optimized manifest are used to accelerate performing a launch using a volume populated from a snapshot, such as launching an operating system, an application, a database, a machine image, etc.

Adaptive snapshot chunk sizing for snapshots of block storage volumes

In various example embodiments, a system and method for generating and routing notifications of content extracted from emails are presented. A member's interest in a specific email among a set of emails are determined based on a relevance score. Content from the specific email are extracted, the content being identified as primary information and secondary information. A notification is generated comprising of the vital content extracted from the specific email. Presentation of the primary information is caused, the primary information being associated with the notification according to a ranked order, the ranked order being based on the relevance score. In response to a member action, presentation of the secondary information is caused, the secondary information being associated with the notification.

Generating and routing notifications of extracted email content

Techniques for ranking members based on an influence score are described. For example, an influence score process can access, from a database in an online social network, member data of a first member in response to receiving a ranking request of the first member. Additionally, a contribution factor for each first-degree connection of the first member can be determined. A centrality score for the first member can be determined based on the contribution factor for each first-degree connection of the first member. Moreover, an expertise score for the first member can be determined based on the member data of the first member. Furthermore, an influence score of the first member can be calculated based on the centrality score and the expertise score. Subsequently, a user interface is configured to cause a presentation, on a display of a device, of the ranking of the first member based on the influence score.

Ranking members based on influence score

A system and method for search list pagination include sorting a set of records in an order based on a dynamic element of each of the records, and displaying the set of records in two or more pages on an interface. If the dynamic elements of any of the records changes between the display of the first page of records and the receipt of a request to display a second page of records on the interface, the method updates the ordering of the records to account for the change in the dynamic element of each of the records, and displays the second page sorted in the order. In such a manner, a user of the system or method may view each of the records sorted in the order, based on the instantaneous contents of the records.

Method and system for search listing pagination

Growing community of inventors

Bellevue, WA, United States of America

Xuan Li