Abstract: A smoke detector system is provided. The smoke detector system includes a smoke detection element. The smoke detector system further includes an internal air quality (IAQ) sensor. The IAQ sensor is disposed and configured to confirm whether an alarm issued by the smoke detection element is real or a false alarm.

Abstract: An apparatus for generating a diagnostic label is disclosed. The apparatus includes at least a processor and memory communicatively connected to the at least a processor. The memory instructs the processor to receive a plurality of electrocardiogram signals and a plurality of electronic health records from a user. The memory instructs the processor to generate a plurality of structured electronic health records using the plurality of electronic health records. The memory instructs the processor to generate a plurality of representations as a function of the plurality of electrocardiogram signals and the plurality of structured electronic health records using a representation machine learning model. The memory instructs the processor to generate a diagnostic label as a function of the plurality of representations. The memory instructs the processor to display the diagnostic label using a display device.

Abstract: A data warehouse connector service is described. The data warehouse connector service integrates with an identity resolution system of a customer data platform to systematically communicate identity-resolved customer profile data from the customer data platform to a cloud-based data warehouse. Operation of the data warehouse connector is managed through various configuration settings accessible to an end-user of the customer data platform via a user interface.

Abstract: A set of incident records are received for a computing system. The incident records are analyzed to identify similar incident records which are then linked. Incident clusters are generated based upon the links and incident records in each cluster are ranked. A prompt is generated to an artificial intelligence (AI) model based on the ranked, related incidents and the AI model returns a response that identifies a root cause and mitigation steps corresponding to the ranked incidents.

Abstract: Apparatus and methods for extending functionality of memory controllers using a loopback mode for testing are disclosed herein. In one aspect, a processor-based device provides a memory access intercept circuit configured to receive a memory write request that is directed to and received by a memory controller. The memory access intercept circuit transmits proxy write data to the memory controller, and intercepts write data directed to the memory controller for the memory write request. The memory access intercept circuit stores the write data in a write data buffer, and, upon intercepting the proxy write data from the memory controller directed to a physical (PHY) interface circuit, retrieves the write data from the write data buffer and transmits the write data to the PHY interface circuit. The memory access intercept circuit subsequently receives, from the PHY interface circuit, loopback data, and stores the loopback data in a read data buffer.

Abstract: The present disclosure, in some embodiments, relates to a method. The method includes accessing one or more digitized images of a cancer patient of a first population. One or more regions of interest are identified within the one or more digitized images. A plurality of population specific features are extracted from the one or more regions of interest within the one or more digitized images. The plurality of population specific features are features that have been identified as being prognostic of an outcome for patients of the first population. A population specific machine learning model is operated upon the plurality of population specific features to generate a medical prediction relating to the outcome.

Abstract: A system for interface and/or device user identity verification comprises a user device with a user interface and a camera, a system controller in communication with the user device and a databank. The databank comprises a stored image for each user as well as input command types associated therewith and requiring real time image identification. When a real time user command is inputted via the user interface and corresponds to a stored input command type, the stored image associated therewith is identified and a real time image of the real time user is captured via the camera. The system determines whether the captured image corresponds to the identified stored image. The real time input command is allowed to be executed if the captured image corresponds to the identified stored image and is prevented from being executed if the captured image does not correspond to the identified stored image.

Abstract: A wireless device includes a front end and a processor coupled to the front end. The processor is to initiate, via the front end, association of the wireless device with an anchor wireless device to communicate with the anchor wireless device. The processor is further to cause the front end to transmit, to the anchor wireless device, management frames including a plurality of bits that specify physical layer (PHY) capabilities. The plurality of bits includes a particular bit that indicates whether the wireless device is an Internet-of-things (IoT) device.

Abstract: Systems and methods are provided for operating a media transmission network. The system includes at least one destination device for receiving a plurality of media streams from a plurality of source devices. The system further includes a controller that is configured to, for each media stream of the plurality of media streams: determine a media property adjustment for the media stream based at least on the media stream; identify a source device from the plurality of source devices associated with generating the media stream; determine at least one device setting for the identified source device to apply the media property adjustment to the media stream; generate a control packet for configuring the identified source device based on the at least one device setting, the control packet including the at least one device setting; and transmit the control packet to the identified source device.

Abstract: An apparatus and method for switching premises in a convenient way. A method includes transmitting a request to a server for switching a first premises with a second premises. Further, the first premises being accessed using an access card on a first access terminal associated with the first premises. The method further includes receiving access credentials for the second premises from the server in response to the request. The method also includes encoding the access card with the access credentials to access a second access terminal associated with the second premises for permitting entry inside the second premises.

Abstract: A system described herein may identify a first set of channel parameters associated with a User Equipment (“UE”). The first set of channel parameters may include timing parameters indicating time intervals at which traffic is able to be wirelessly communicated between the UE and a radio access network (“RAN”), and resource allocation parameters indicating a measure of wireless resources allocated to communicating traffic between the UE and the RAN. The system may generate a second set of channel parameters based on a quantity of instances that traffic was communicated between the UE and the RAN at a beginning of one or more time intervals, indicated by the first set of channel parameters, and a measure of utilization of the allocated wireless resources during the particular timeframe. The UE and the RAN may subsequently communicate using the second set of channel parameters.

Abstract: Systems and methods described herein determine, by a processing device executing on a requesting station, a target wake time (TWT) buffer size, wherein the TWT buffer size indicates a buffer size to allocate at a responding station when the requesting station is in a sleep mode. The systems and methods insert, by the requesting station, a TWT buffer size request into a request message, wherein the TWT buffer size request comprises the TWT buffer size. In turn, the systems and methods transmit the request message from the requesting station to the responding station.

Abstract: Systems and methods include establishing a cryptographically secure communication between an application module and an audio module. The application module is configured to execute on an information-handling machine, and the audio module is coupled to the information-handling machine. The establishment of the cryptographically secure communication may be at least partially facilitated by a mutually trusted module.

Abstract: A method for sizing backup infrastructure. The method includes: receiving a sizing request including an asset protection policy covering an asset of the backup infrastructure, the asset protection policy at least specifying the asset; based on receiving the sizing request: creating an asset snapshot of the asset; mounting the asset snapshot to obtain a mounted asset snapshot through which asset snapshot data of the asset snapshot is accessible; partitioning the asset snapshot data into a plurality of asset snapshot data slices; computing, at least based on a cardinality of the plurality of asset snapshot data slices, a number of proxy nodes of the backup infrastructure required to collectively perform a prospective backup operation entailing the asset snapshot data; and providing, in reply to the sizing request, a sizing response at least specifying the number of proxy nodes required to collectively perform the prospective backup operation.

Abstract: Presented herein is a plurality of arrangements of cold plates having interior chambers. The interior chamber includes a plurality of fins with a first fin zone and a second fin zone. The cold plate further includes a first fluid inlet and a first fluid outlet. The cold plates can be connected such that each cold plate allows unidirectional flow or counter flow configurations. Unidirectional flow or counter flow cold plates can be arranged in rows and in combination of rows.

Abstract: A method of operating a solid state drive (SSD) is provided. The method includes generating, by a controller provided in the SSD, a free block list indicating a plurality of free super blocks, wherein adjacent free super blocks of the plurality of free super blocks correspond to different dies of a plurality of dies provided in the SSD; and allocating, by the controller, a free super block from among the plurality of free super blocks indicated by the free block list for each of a host write operation and a garbage collection write operation, according to a sequence of the plurality of free super blocks indicated by the free block list.

Abstract: Implementations relate to managing multimedia content that is obtained by large language model(s) (LLM(s)) and/or generated by other generative model(s). Processor(s) of a system can: receive natural language (NL) based input that requests multimedia content, generate a response that is responsive to the NL based input, and cause the response to be rendered. In some implementations, and in generating the response, the processor(s) can process, using a LLM, LLM input to generate LLM output, and determine, based on the LLM output, at least multimedia content to be included in the response. Further, the processor(s) can evaluate the multimedia content to determine whether it should be included in the response. In response to determining that the multimedia content should not be included in the response, the processor(s) can cause the response, including alternative multimedia content or other textual content, to be rendered.

Abstract: Affibody polypeptides that specifically bind to B7-H3 are provided. Exemplary anti-B7-H3 affibodies are provided. The affibody polypeptides specifically recognize and bind to B7-H3 with high affinity.

Abstract: Systems and methods are provided for generating and updating a dependency graph that is used in combination with textual information about incidents to improve incident-linking suggestions. Systems and methods are also provided for generating, training, and using a machine learning model configured to perform incident linking using both graph data and text data. Beneficially, these systems and methods align the graph data and text data in order to more efficiently and accurately leverage information from the multi-modal data.

Abstract: A computing device is provided, including processor and a storage device holding instructions that are executable by the processor to implement a base artificial intelligence (AI) model and two or more delta AI models, each delta AI model having lower dimensionality than the base AI model. An inference request including an input prompt is received, the inference request specifying a selected delta AI model of the two or more delta AI models. The input prompt is input to the base AI model to thereby generate a base model result vector. The input prompt is input to the selected delta AI model to thereby generate a delta model result vector. An output vector is generated by combining the base model result vector and the delta model result vector via a combination operation. The output vector is output.