Abstract: Aspects of the disclosure include methods, apparatuses, and non-transitory computer-readable storage mediums for processing media streams. An apparatus includes processing circuitry that sends a message to a media aware network element that is configured to process a plurality of audio streams of a conference call. The message indicates that the plurality of audio streams is to be down mixed by the media aware network element. The processing circuitry receives the down mixed plurality of audio streams from the media aware network element and decodes the down mixed plurality of audio streams to receive the conference call.

Abstract: Disclosed herein are monoclonal antibodies and antigen-binding fragments thereof capable of selectively inhibiting TGF?1 with high potency. Related compositions, methods and therapeutic use are also disclosed.

Abstract: An artificial intelligence (AI) platform to support selective replacement of one or more image layers of a container image build. A metadata file is subject to natural language processing and one or more corresponding vector representations are created and subject to evaluation by a set of artificial neural networks (ANNs). A first ANN assesses each vector representation with respect to compliance and operability, and the second ANN selectively assesses the vector representation(s) with respect to similarity with one or more compliant vector representations. In response to the assignment of the second score, at least one vector representation of the received metadata file is selectively replaced with at least one compliant vector representation. The metadata file is selectively provisioned with the selectively replaced vector representation(s).

Abstract: Apparatuses including general-purpose graphics processing units having on chip dense memory for temporal buffering are disclosed. In one embodiment, a graphics multiprocessor includes a plurality of compute engines to perform first computations to generate a first set of data, cache for storing data, and a high density memory that is integrated on chip with the plurality of compute engines and the cache. The high density memory to receive the first set of data, to temporarily store the first set of data, and to provide the first set of data to the cache during a first time period that is prior to a second time period when the plurality of compute engines will use the first set of data for second computations.

Abstract: This disclosure provides systems, methods, and apparatuses for allocating wireless resources to a multiple basic service set identifier (BSSID) set including a number of BSSIDs each associated with a corresponding one of a number of access points (APs). An AP may allocate random access resources for use by stations belonging to the multiple BSSID set using a number of association identifier (AID) values based on a group AID mapping contained in a partial virtual bitmap of a traffic indication map (TIM) element. The AP may transmit a trigger frame containing the number of AID values to the stations belonging to the multiple BSSID set.

Abstract: Examples described herein involve switching between two user accounts of a streaming media service. In an example implementation, a playback device stores data representing credentials for multiple user accounts including a first user account of a first streaming audio service and a second user account of the first streaming audio service. The playback device receives instructions to play first audio content from the first streaming audio service and plays back the first audio content by streaming data representing the first audio content from one or more servers of the first streaming audio service using credentials of the first user account. The playback device detects a trigger associated with the first user account of the first streaming audio service and switches from streaming data representing the first audio content using credentials of the first user account to streaming data representing the first audio content using credentials of the second user account.

Abstract: Aspects of the subject disclosure may include, for example, monitoring first data to identify a first plurality of test points, analyzing the first plurality of test points to identify the first data as being associated with a first time domain included in a plurality of time domains, wherein respective portions of a device under test (DUT) are operative in accordance with a given time domain included in the plurality of time domains, and based on the analyzing of the first plurality of test points, generating first control signals to cause a first clock signal to be adapted to generate a second clock signal that is different from the first clock signal.

Abstract: A first access point (AP) of an AP multi-link device (MLD) is associated with a first communication link, and one or more secondary APs of the AP MLD are associated with one or more respective secondary communication links of the AP MLD. The first AP of the AP MLD generates a frame including a first change sequence field and one or more secondary change sequence fields. The first change sequence field indicates a presence or absence of a critical update associated with the first communication link, and each of the one or more secondary change sequence fields indicates a presence or absence of a critical update associated with a corresponding secondary communication link of the AP MLD. The first AP of the AP MLD transmits the frame over the first communication link of the AP MLD to a station (STA) of a STA MLD.

Abstract: Techniques are described for routing a customer communication to an agent having appropriate expertise to handle the current communication associated with a customer using one or more machine learning models. For example, a computing system includes a memory and one or more processors in communication with the memory. The one or more processors are configured to: receive a set of emotion factor values for communication data of the current communication; generate, using a composite emotion model running on the one or more processors, a composite emotional score for the current communication based on the set of emotion factor values for the current communication; determine a routing recommendation for the current communication that identifies an agent having appropriate expertise to handle the current communication based on at least the composite emotional score; and route the current communication in accordance with the routing recommendation to a computing device of the agent.

Abstract: This disclosure provides systems, devices, apparatus and methods, including computer programs encoded on storage media, for managing uplink access in a wireless local area network. A station (STA) may inform an access point (AP) of uplink quality of service (QOS) parameters for a traffic flow from the STA. The AP may control uplink resources to satisfy the QoS parameters. For example, the AP may select from among different access modes (including a single user (SU) access mode, an uplink multi-user (UL-MU) scheduled access mode, a multi-user enhanced distributed controlled access (MU EDCA) access mode, or a low latency (LL) access mode). The AP may cause the STA to use a SU access mode or the LL access mode if the UL-MU scheduled access mode and the MU EDCA access mode are not sufficient to satisfy the uplink QoS parameters for the traffic flow.

Abstract: Methods, systems, apparatuses, devices, and computer program products are described. A flow generation service may receive a natural language input that indicates instructions for automating a task according to a first process flow. Using a large language model (LLM), the flow generation service may decompose the natural language input into a set of elements (e.g., logical actions) and connectors, where the LLM may be trained on first metadata corresponding to a second process flow that is created manually by a user. In addition, using the LLM, the flow generation service may generate second metadata corresponding to each of the set of elements based on decomposing the natural language input. The flow generation service may sequence and merge the set of elements to generate the first process flow. In some examples, the flow generation service may send, for display to a user interface of a user device, the first process flow.

Abstract: A method of managing a client asset includes configuring client accounts in a first hierarchy of accounts. The client accounts include a first client account and a second client account ranked in the first hierarchy of accounts. A first request to establish a trusted relationship with the second client account of the SaaS platform to share the client asset associated with the first client account is received. The first request satisfies one or more conditions related to the first hierarchy of accounts and the trusted relationship is determined. A second request to perform a communication operation based on the client asset associated with the first client account is received. The communication operation is performed on behalf of the second client account using the client asset associated with the first client account and based on an indication of the trusted relationship between the first client account and the second client account.

Abstract: This disclosure provides methods, components, devices, and systems that support context acquisition for seamless roaming. Some aspects more specifically relate to segmenting a packet number (PN) space into subsets that are dynamically assigned to access points (APs) associated with a station (STA). In some implementations, a first wireless device (such as a STA) may communicate with a second wireless device (such as a serving AP) using a first subset of user data context parameters (such as a group or segment of PNs) that correspond to a first index assigned to the second wireless device. If, for example, the first wireless device decides to roam to a third wireless device (such as a target AP), the first wireless device may transmit one or more packets to the third wireless device using a second subset of the user data context parameters assigned to the third wireless device.

Abstract: This disclosure provides methods, components, devices and systems for frame protection in wireless communications. Some aspects more specifically relate to a first wireless device (such as a STA or AP) that may transmit frames with a packet number (PN) that has a time-based portion and a counter value. In some examples, the time-based portion may include a truncated timing synchronization function (TSF) value that indicates a time at which the frame was transmitted from the first wireless device, and the counter value may be incremented for each frame that is transmitted with a same truncated TSF value. A second wireless device may receive the frame and compare the truncated TSF with a current local time based on a truncated local TSF. The second wireless device may process the frame or discard the frame based on the comparison.

Abstract: The present invention provides an engineered nitrilase polypeptide capable of converting (1-cyanomethyl) cyclohexane-1-carbonitrile into (1-cyanocyclohexyl)-acetic acid. Utilizing advanced enzyme engineering techniques, the nitrilase exhibits enhanced stability and activity over natural variants. These engineered enzymes can hydrolyze a wide range of nitrile-containing compounds, including cyclic and aliphatic substrates. They handle higher substrate concentrations (200 g/L to 300 g/L), are thermostable above 50° C., and remain stable within a pH range of 5.5 to 8.0, making them suitable for various industrial applications. Their ability to convert substrates such as mandelonitrile, 2-(2-chlorophenyl)-2-hydroxyacetonitrile, 2-(6-methoxynaphthalen-2-yl)propanenitrile, and 2-[1-(aminomethyl)cyclohexyl]acetonitrile into corresponding carboxylic acids enables efficient and cost-effective production from diverse starting materials.

Abstract: A method for contextual based enhancement of an extended reality (XR) scene by an electronic device is provided. The method includes detecting at least one static object and at least one dynamic object in an XR scene, determining context information of the at least one dynamic object, determining whether a correlation between the context information of the dynamic object and the contextual meta information corresponding to the dynamic object is available in a contextual database, and applying the contextual meta information from the contextual database to the at least one dynamic object.

Abstract: An improved apparatus 100 for cutting and squeezing sachets/pouches is disclosed, having a cutting and sliding assembly 200 configured to allow linear movement of one or more sachets/pouches and cut the one or more sachets/pouches as the one or more sachets/pouches undergo linear movement: and a roller assembly 300 configured to pull the one or more sachets/pouches through the cutting and sliding assembly. and squeeze the one or more sachets/pouches as the one or more sachets are pulled. the squeezing resulting in extracting contents of the one or more sachets/pouches. The cutting and sliding assembly 200 and the roller assembly 300 are accommodated within a container assembly 400 such that the squeezed out contents are collected within a container of the container assembly 400.

Abstract: Methods, systems, and devices for data management are described. In some systems, a client may request for a data management system (DMS) to execute a first instance of a query to obtain, from a database, first information that is responsive to the query. The DMS may identify, in response to the query being executed in an execution time that is greater than a threshold amount of time, an improved version of the query that is associated with a second execution time that is less than the threshold amount of time. The DMS may store the improved version of the query. The DMS may retrieve the improved version of the query in response to receiving a second instance of the query. The DMS may execute the improved version of the query after retrieving the improved version from storage to obtain, from the database, second information that is responsive to the query.

Abstract: The present invention discloses a multi-agent robotic system for scrap collection and segregation is disclosed, featuring a foldable chassis with dynamic mechanical assemblies and integrated intelligence for precise waste management. The system includes articulated robotic arms equipped with grippers to collect and categorize materials, powered by dual-piston hydraulic actuators that drive telescopic folding segments with positional encoders for synchronized deployment. A control interface module, mounted on shock-dampening supports, comprises a multi-core CPU to process real-time data from sensors and actuators, ensuring precise operations. A wireless communication module enables encrypted coordination between multiple systems in the ecosystem. The mobility assembly integrates omnidirectional wheels with foldable axles and gyroscopic stabilization for seamless movement.