Abstract: Arrangements for machine learning-based dynamic learning are provided. In some examples, audio data associated with a plurality of calls may be received and analyzed to identify a topic and sub-topic of each call and metadata of each call. Feedback data may also be received. A machine learning model may be executed by inputting, to the model, the identified topic and sub-topic and metadata of each call, and the feedback data, to output one or more topics or sub-topics of concern. A plurality of ongoing calls may be monitored to identify an ongoing call related to one of: a topic or sub-topic of concern. A plurality of agents who are not subject matter experts in the identified topic or sub-topic of concern and are available may be identified and joined, via respective computing devices, to the ongoing call in a dynamic learning session.

Abstract: The present disclosure relates to a method for performing an additive manufacturing operation to form a structure by processing a photopolymer resist material. A laser beam is directed at a tunable mask. At least one emergent beam is collected from a plurality of emergent beams emerging from the tunable mask. The at least one emergent beam is collimated to create a collimated beam. Each emergent beam from the tunable mask has a plurality of beamlets of varying or identical intensity, and each beamlet emerges from a unique subsection or region of the tunable mask. The collimated beam is focused into a laser beam which is projected as an image plane onto or within the photopolymer resist material, such that the same optical path length is created between the tunable mask and the focused image plane for all optical frequencies of the focused laser beam.

Abstract: An ADC includes a comparator to provide a comparator output responsive to an input voltage of the ADC and a DAC output voltage; a SAR circuit including a SAR that stores an n-bit digital code that is initialized at a beginning of a conversion phase of the ADC, where the SAR circuit is to update the digital code responsive to the comparator output, where an ADC output is responsive to the digital code at an end of the conversion phase; and a DAC to provide the DAC output voltage responsive to the digital code and a reference voltage. The DAC includes an m-bit CDAC and an (n-m)-bit RDAC to provide an intermediate voltage responsive to the n-m least-significant bits of the digital code and the reference voltage. The CDAC provides the DAC output voltage responsive to the m most-significant bits of the digital code, the intermediate voltage, and reference voltage.

Abstract: A circuit, and method for using same comprising, a first intermediate memory communicatively coupled with a vector processor and a RAM, wherein the vector processor is communicatively coupled with the RAM, an address sequence memory to store non-linear RAM addresses corresponding to linear locations in the first intermediate memory, a data sequencer to read a first frame of data from the RAM to the first intermediate memory based on addresses stored in the address sequence memory, and the first intermediate memory to provide a linearized frame of data to the vector processor to execute a vector instruction

Abstract: The disclosed concepts relate to contextualization of generative language models. In some implementations, a linked entity database is populated with entity resource identifiers of entities extracted from a search log by an entity linker. A contextualized prompt data structure is generated based on the linked entity database, e.g., by including linked entity context information in the contextualized prompt data structure. A response to the contextualized prompt data structure is received, where the response is conditioned on the linked entity context information.

Abstract: Example embodiments relate to semiconductor processing methods and semiconductor components obtainable by applying the semiconductor processing methods. One example method includes providing a substrate formed of a first semiconductor material. The method also includes providing a mesa structure on the substrate and in direct contact with the substrate. The mesa structure is isolated on all lateral sides by dielectric material. Active layers of a semiconductor device are integrated in an upper portion of the mesa structure. Additionally, the method includes producing one or more openings through the dielectric material. Further, the method includes forming a cavity by removing a bottom portion of the mesa structure through the one or more openings or removing the dielectric material in a region directly adjacent to the bottom portion of the mesa structure. In addition, the method includes obtaining a thermally conductive volume by filling the cavity with a material of high thermal conductivity.

Abstract: Circuit techniques reduce or prevent audible artifacts in a Universal Audio Jack (UAJ) interface circuit, improving handling of mis-configuration/mis-attachment of devices. The interface includes at least one terminal for accepting an audio input signal or providing an audio line output signal coupled to an input or output of a first audio circuit. The first audio circuit operates from a low voltage domain and receives the audio input signal or provides the audio line output signal. A second circuit operates from a higher voltage domain and a switching circuit couples the at least one terminal to the second circuit. The output is slew-rate controlled to control a transition time of the output, so that audible artifacts in the audio input signal or the audio line output signal that could be generated by the switching circuit connecting the second circuit to the at least one terminal are avoided.

Abstract: Various embodiments comprise a wireless communication network to select Shared Data Support (SDS) rules for a user device. In some examples, the wireless communication network comprises a network controller and a network data system. The network controller receives a registration request from the user device and transfers a subscription data request to the data system. The network data system retrieves subscription data for the user device from the device's subscriber profile. The network data system determines the device type, slice ID, billing ID, region, software version, and PLMN ID for the user device. The network data system selects SDS rules based on the determined information and selects shared subscription data based on the SDS rules. The network data system transfers the subscription data and shared subscription data to the network controller. The network controller generates device context using the subscription data and shared subscription data to serve the user device.

Abstract: A housing has a bud portion abutting an elongated stem portion. The bud portion is to fit within an ear. The bud portion has a primary sound outlet at its far end that is to be inserted into an outer ear canal, and abuts the stem portion at its near end. A speaker driver is inside the bud portion. Electronic circuitry inside the housing includes a wireless communications interface to receive audio content over-the-air and in response provides an audio signal to the speaker driver. A rechargeable battery as a power source for the electronic circuitry is located inside a cavity of the stem portion. Other embodiments are also described and claimed.

Abstract: The embodiments of the present invention disclose a conjugate compound of formula X-J-MAA, wherein X is a diagnostic or therapeutic radioisotope; J is an optional chelating agent; and MAA is macroaggregated albumin particles. The invention also discloses sterile and stable ready to use or reconstituted radiopharmaceutical composition of X-J-MAA and manufacturing process thereof, preferably the invention relates to radiopharmaceutical compositions of 99mTc. The prepared radiopharmaceutical compositions exhibit desirable technical attributes like stability, radiochemical purity, less impurities, pH, better bio-distribution and desirable average particle size for further administration to patients for therapeutic and diagnostic use.

Abstract: A variety of methods and apparatus are disclosed, including for a wellbore, in one embodiment, a downhole tool having an elastomeric component including an inside portion comprising a first elastomer and an outside portion comprising a second elastomer different than the first elastomer, wherein the outside portion encloses the inside portion, and wherein the second elastomer is more chemically resistant than the first elastomer to fluids in the wellbore.

Abstract: Disclosed are techniques for wireless communication. In an aspect, a user equipment (UE) detects a conflict between a first sidelink reference signal transmission from a first sidelink UE and a second sidelink reference signal transmission from a second sidelink UE, wherein the first sidelink reference signal transmission at least partially overlaps with the second sidelink reference signal transmission in at least one time resource, at least one frequency resource, or both, and transmits a collision report to a third sidelink UE, the collision report including at least a collision type indicator indicating whether the first sidelink reference signal transmission and the second sidelink reference signal transmission have the same scrambling identifier.

Abstract: A system for generating an expandable pool of virtual agents to provide solutions in a virtual environment comprises a call center server in communication with a metaverse server. The call center server generates the virtual agents with corresponding skills of each real-world agent using a machine learning model based on historical observation operations performed by each particular real-world agent and a historical rule set to address the service issue. The metaverse server identifies the virtual agents in the virtual environment. The call center server routes a service inquiry with a service issue from a user equipment of a user to the metaverse server. The metaverse server identifies a first virtual agent with a first skill and conducts a first interaction between the first virtual agent and a user avatar to generate the customized solution to address the service issue.

Abstract: A topside platform for a voltage source converter high voltage direct current, VSC HVDC, symmetrical monopole converter station. The topside platform including a first floor and a second floor, an incoming AC switchgear module, and first and second transformer modules, wherein the incoming AC switchgear module is configured to distribute a first alternating current, AC, signal from an AC grid to the first and second transformer modules, wherein the first and second transformer modules are arranged on the first floor of the topside platform and are configured to transform the first AC signal into a second AC signal; and first and second converter modules configured to convert the second AC signal into a direct current, DC, signal for a DC circuit, wherein the first and second converter modules are positioned on the second floor of the topside platform, wherein the incoming AC switchgear module is positioned between the converter modules.

Abstract: The present invention relates to a tablet composition comprising Ibrutinib and one ore more pharmaceutically acceptable excipients. The invention further relates to the use of said composition as a medicament, particularly in the treatment of lymphocytic leukaemia (CLL), mantle cell lymphoma (MCL), Waldenström's macroglobulinaemia (WM) and chronic graft versus host disease (cGVHD).

Abstract: Disclosed herein are systems and methods of using a coating solution such as an aromatic copolyester thermoset (ACT) to improve the wear, galling, and corrosion resistances of downhole tools and their sub-components. Aromatic copolyester thermoset may be reinforced with filler material. Further, the aromatic copolyester thermoset reinforced with filler material may be used in a borehole as a composite hollow profile, for example. In some examples, the systems may comprise a substrate for downhole applications coated with an aromatic thermosetting copolyester mixed with polytetrafluoroethylene (PTFE).

Abstract: An effective strategy provides an intuitive starting point for an enterprise network agent to resolve issues before the issues increase the probability of an outage. Being able to predict whether and when a current anomalous state will transform into an outage is valuable to an enterprise network agent tasked with network administration, including monitoring the network; configuring the network; recommending software or hardware licenses, updates, or additions; obtaining software or hardware licenses or devices; generating reports and alerts; and launching countermeasures in association with the enterprise network.

Abstract: Systems, computer program products, and methods are described herein for dynamic visual graph structure providing multi-stream data integrity and analysis. The present disclosure is configured to provide a reactive system aimed to trace the root cause of incidents and uncover potential gaps in security of an enterprise system. Maintaining accurate and meaningful information related to incidents is the key for success of data security protocols. The integrity of message data is kept intact for improved forensic investigation, as each database may keep varying information related to a single global session.

Abstract: A natural language understanding (NLU) framework includes a concept system that performs concept matching of user utterances. The concept system generates a concept cluster model from sample utterances of an intent-entity model, and then trains a machine learning (ML) concept model based on the concept cluster model. Once trained, the concept model receives semantic vectors representing potential concepts extracted from utterances, and provides concept indicators to an ensemble scoring system. These concept indicators include indications of which concepts of the concept model that matched to the potential concepts, which intents of the intent-entity model are related to these concepts, and concept-relationship scores indicating a strength and/or uniqueness of the relationship between each concept-intent combination.

Abstract: Methods, systems, and apparatuses, including computer programs encoded on computer storage media, for scheduling jobs across a plurality of computational resources. Scheduling jobs (e.g., compute jobs) on a plurality of computational resources (e.g., a cluster that includes physical machines, virtual machines or both) can include assigning jobs to computational resources using respective scores for the computational resources that take into account several attributes, including central processing unit (CPU) requirements, memory requirements, and availability. That is, by generating a score that more accurately reflects the likelihood that a given computational resource is the optimal computational resource to place a given job, the resulting job schedule significantly minimizes idle time of the set of computational resources and enhances the throughput of completed jobs.