Microsoft Technology Licensing, LLC

Other

Chirag Deepakkumar Shah

Nathan C Sherman

Robert D Young

Sergei Ivanov

M Nashaat Soliman

Ravi Kiran Chivukula

Mauricio Sanchez

Brandon Records

Astha Keshan

Eric Kotz

Gregory Nielsen

Scott Joseph Counts

Reid Andersen

Sujay Kumar Jauhar

Longqi Yang

Mengting Wan

Stefan Angelevski

Sathish Kumar Manivannan

Siddharth Suri

Jennifer Lynay Neville

Georg Ludwig Wilhelm Buscher

Tara Lynn Safavi

Xiaochuan Ni

Seppo Juhani Jarvensivu

Various embodiments discussed herein relate to prompting a model, such as a Large Language Model (LLM), to ingest natural language clustering instructions and generate corresponding natural language clustering information, such as a cluster description and/or a cluster label without the need to generate any numeric text embeddings.

Dataset clustering via language model prompts

A computing device includes a hinge rotatably coupling a first leaf including a touch display and a second leaf. A hinge angle sensor measures a hinge angle between the first leaf and the second leaf. An inertial measurement unit measures an orientation of one or both of the leaves. A first touch heat map is received from the touch display. Based on the touch heat map, hinge angle, and orientation, a posture probability is generated indicating a likelihood that the first touch display is in a candidate display posture, and an active probability is generated indicating a likelihood that the first touch display is an active display. One or more display characteristics of the first touch display are adjusted based on the posture probability and the active probability.

Posture probabilities for hinged touch display

An accessory device receives authentication information from a host computing device connected thereto and determines whether the authentication information is valid. If the authentication information is valid, the accessory device applies a first access policy that specifies whether the accessory device can provide the host computing device with access to none, some, or all of various computing resources of the accessory device. If the authentication information is not valid, the accessory device applies a second access policy that is different than the first access policy. The accessory device can also be provisioned with access policies by a host computing device if the host computing device successfully authenticates with the accessory device. In either case, authenticating the host computing device may include verifying a digital signature of a certificate provided by the host computing device using a public key of a certificate authority that has been provisioned to the accessory device.

Secure access to accessory device resources

The described technology provides a method for dynamically adjusting operating voltage of a device, including receiving device characteristics data related to a device, performing a margining test for the device to generate a performance curve characterizing variation of the device's current performance speeds at various operating voltages from expected performance speeds at the various operating voltages, determining an operating voltage for the device based on the device characteristics data and the performance curve, and adjusting the operating of the device based on the determined operating voltage.

Dynamically adjusting device operating voltage based on device performance

An audio accessory having a locally stored and executed policy. The policy includes a rule related to audio output generation. The audio accessory can be a peripheral audio accessory, and the policy can be stored on the peripheral audio accessory so that the policy can be applied to communications from any source.

Audio accessory storing a policy for generating audio output

An automated erasure system that is suitable for erasure of non-permanent markings from boards is disclosed. The boards being erased can be whiteboards (whether electronic or not) or other boards (e.g., chalkboards).

Automated board eraser

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San Jose, CA, United States of America

Chirag Deepakkumar Shah