Abstract: A method includes obtaining a multimodal input using at least one sensor and converting the multimodal input into encoded features. The method also includes adjusting the encoded features to produce machine learning (ML) outputs based on user profiles, web browser data, and behavior patterns using an ML model. The method further includes generating text prompts based on the ML outputs using an on-device large language model (LLM) and generating a 360° multimodal wallpaper based on the text prompts from the on-device LLM using one or more generative models. The method also includes refining the text prompts from the on-device LLM based on ongoing sensor data and user interaction using a feedback loop between an output of the one or more generative models and the on-device LLM.

Abstract: A method includes obtaining, by a processing device, first image data of a substrate including an epitaxial film. The method further includes applying a frequency domain filter to the first image data to obtain filtered image data. The method further includes determining a number of epitaxial defects represented in the first image data by performing feature detection on the filtered image data. The method further includes performing a corrective action in view of the number of epitaxial defects.

Abstract: A method includes receiving, at an intermediary layer, from a camera of a head mounted display (HMD), image data of a real-world operating environment of the HMD at a first time. The method further includes identifying, at the intermediary layer, one or more objects in the image data, determining, at the intermediary layer, coordinates of a region comprising the one or more identified objects, determining a display permission for the one or more identified objects, modifying the image data in the region comprising the one or more identified objects according to the display permission and outputting the modified image data to an application executing outside of the intermediary layer.

Abstract: A method includes obtaining, using at least one processing device of an electronic device, information associated with a webpage presented to a user. The method also includes providing, using the at least one processing device, the information to an on-device machine learning model of the electronic device. The method further includes generating, using the on-device machine learning model, a prompt for a large language model based on the information. The prompt includes an action from a set of candidate actions that the large language model is able to perform and at least some of the information. The method also includes providing, using the at least one processing device, the prompt as input to the large language model and receiving, using the at least one processing device, a response from the large language model. In addition, the method includes presenting, using the at least one processing device, the response to the user.

Abstract: A method includes retrieving a webpage requested by an extended reality (XR) web reader. The method further includes determining one or more content elements of the webpage and one or more menu elements of the webpage. The menu elements may comprise navigational controls for accessing additional content linked to the webpage. The method further includes mapping the one or more menu elements to one or more pre-defined menu interfaces of the XR web reader. The method further includes presenting the webpage via the XR web reader. The one or more content elements may be presented on one or more first layers of an interface of the XR web reader, and the one or more pre-defined menu interfaces may be presented on one or more second layers of the interface of the XR web reader.

Abstract: A method includes receiving, at an intermediary layer, from a camera of a head mounted display (HMD), image data of a real-world operating environment of the HMD at a first time. The method further includes identifying, at the intermediary layer, one or more objects in the image data, determining, at the intermediary layer, coordinates of a region comprising the one or more identified objects, determining a display permission for the one or more identified objects, modifying the image data in the region comprising the one or more identified objects according to the display permission and outputting the modified image data to an application executing outside of the intermediary layer.

Abstract: A wireless charging case for a headset, which case comprises a housing, a charging receiver coil and a rechargeable battery. The rechargeable battery comprises a first battery side extending between a first edge and a second opposite edge and facing the charging receiver coil, a second battery side lying extending from the first edge and a third battery side extending from the second edge. A magnetic shield sheet is arranged between the charging receiver coil and the first battery side. Parts of the second battery side and third battery side are covered by magnetic shield sheet.

Abstract: A method includes retrieving a webpage requested by an extended reality (XR) web reader. The method further includes determining one or more content elements of the webpage and one or more menu elements of the webpage. The menu elements may comprise navigational controls for accessing additional content linked to the webpage. The method further includes mapping the one or more menu elements to one or more pre-defined menu interfaces of the XR web reader. The method further includes presenting the webpage via the XR web reader. The one or more content elements may be presented on one or more first layers of an interface of the XR web reader, and the one or more pre-defined menu interfaces may be presented on one or more second layers of the interface of the XR web reader.

Abstract: A system and method for correlating personal identifiers with corresponding online presence are disclosed. A particular embodiment includes providing, by use of a data processor, a user interface to enable a user to specify a person or personal identifier of interest; producing search terms associated with the person or personal identifier of interest; using the search terms in a search query to obtain related search results collected from a plurality of content sources; filtering the search results to obtain information indicative of a plurality of profile sources; using the information indicative of a plurality of profile sources to obtain related profiles collected from a plurality of profile sources; filtering the related profiles to obtain a set of matching profiles; and reporting information on the person or personal identifier of interest and links to the corresponding matching profiles to the user.

Abstract: A portable RAID device has four hard disk drives and a RAID controller within an enclosure. The RAID controller controls the RAID array according to at least RAID level 5. The portable RAID device has an input/output port configured to connect the portable RAID device to a computer, such that the portable RAID device provides reliable, RAID-compliant external storage that may be moved from computer to computer. Input/output connectors on each hard disk drive face inward toward the middle of the enclosure along one dimension. The four hard disk drives are arranged in a compact 2 by 2 pattern. The space efficient layout of the portable RAID device allows the device to house a four hard disk drive RAID array within a rectangular enclosure with roughly the same dimensions as a laptop computer.