Abstract: A method of interpreting a verbal input, may include: assigning a meaning classification to the verbal input, and a confidence score to the meaning classification; and based on the confidence score corresponding to the meaning classification of the verbal input being less than or equal to a threshold, generating at least one paraphrase of the verbal input using at least one large language model (LLM); assigning the meaning classification to the at least one paraphrase, and the confidence score to the meaning classification; and concatenating the verbal input, the at least one paraphrase, the meaning classification, and the confidence score to generate a concatenated input; inputting the concatenated input into the at least one LLM.

Abstract: Disclosed herein is a processing system. The processing system has an upper chamber body and a lower chamber body defining a processing environment. An upper heater is moveably disposed in the upper chamber body. The upper heater has a moveable support and an upper step formed along an outer perimeter. A lower showerhead is fixedly disposed in the lower chamber body. The lower showerhead includes a top surface configured to support a substrate, a lower step disposed along an outer perimeter wherein the substrate is configured to extend from the top surface partially over the lower step. Lift pins are disposed in the lower showerhead and configured to extend through the top surface and support the substrate thereon. Gas holes are disposed in a first zone along the top surface and a second zone on the step and configured to independently flow both a process and non-process gas.

Abstract: The current document is directed to an infrastructure-as-code (“IaC”) cloud-infrastructure-management service or system including a graph-based user interface that displays, and that provides for generating and editing, cloud-infrastructure-specification-and-configuration files. The IaC cloud-infrastructure-management service or system processes a set of infrastructure-specification-and-configuration files to identify specified resources and relationships between resources. The resources and relationships are then stored as a graph, along with various indices that can be used for quickly searching the graph for relationships and resources of interest. A graph-based user interface allows users to view portions of the graph, navigate through the graph, search for particular resources and relationships, and edit the infrastructure-specification-and-configuration files.

Abstract: A method for performing a pump down cycle to isolate an indoor section of a heating, ventilation, and air conditioning (HVAC) from an indoor section of the HVAC system is disclosed. The method includes transmitting a first control signal to a compressor of the HVAC system. The first control signal causes the compressor to turn on or stay turned on. The method further includes transmitting a second control signal to a vapor line isolation valve. The second control signal causes the vapor line isolation valve to open. The method further includes transmitting a third control signal to a liquid line isolation valve. The third control signal causes the liquid line isolation valve to close. The method further comprises determining that a refrigerant charge in the indoor section has become less than a threshold value. In response, the compressor is turned off and the vapor line isolation valve is closed.

Abstract: Systems, computer program products, and methods are described herein for implementing natural language processing to determine natural language from computer programming language in an electronic environment.

Abstract: Systems and methods for cloud federated token just in time authorization are disclosed. A method may include: (1) receiving, by a cloud authentication services computer program, authenticating information for a user from an active directory federation service computer program; (2) querying, by the cloud authentication services computer program, a plurality of backend services to validate the authenticating information; (3) communicating, by the cloud authentication services computer program, validation to the active directory federation service computer program, wherein the active directory federation service computer program is configured to generate a security token comprising one or more assertion, wherein the assertion comprises a limit on a session with the user at a cloud platform, and wherein the cloud platform is configured to receive the security token and a trusted federated endpoint executed by the cloud platform is configured to enforce the limit on the session.

Abstract: In some implementations, a browser plugin may receive, from a web browser executed by a user device, an indication of a vehicle make and a vehicle model. The browser plugin may transmit, to an API function associated with the vehicle database, a query indicating the vehicle make and the vehicle model. The browser plugin may receive, from the vehicle database, a response indicating at least a quantity of matching vehicles. The browser plugin may output instructions for a pop-up window in the web browser that indicates the quantity of matching vehicles and that includes an element linking to the website associated with the vehicle database.

Abstract: A method of answering queries using one or more families of large language models (h-LLMs) including receiving a user prompt via an application programming interface (API) at an input broker from a user interface, generating a plurality of derived prompts from the user prompt at the input broker, transmitting the plurality of derived prompts to one or more h-LLMs via a cloud service API, each h-LLM of the one or more h-LLMs being in a cloud container environment, receiving a plurality of h-LLM results at an output broker, processing the plurality of LLM results at the output broker to generate a result, and transmitting the result to the user interface via the API.

Abstract: A device may calculate, based on network data associated with a network, key performance indicators (KPIs) for the network. The device may aggregate a first set of KPIs to generate a first aggregated KPI associated with a first functionality of the device and a second set of KPIs to generate a second aggregated KPI associated with a second functionality of the device. The device may receive a selection of a particular KPI from the first aggregated KPI, the first set of KPIs, the second aggregated KPI, or the second set of KPIs. The device may parse text data corresponding to a set of rules, utilized to calculate the particular KPI, to generate a parsed set of rules, and may identify particular metrics utilized to calculate the particular KPI. The device may provide one or more timeline views of the particular metrics correlated with the particular KPI.

Abstract: Debris signature-based robotic cleaning device navigation includes operating the robotic cleaning device in a first mode as part of a vacuum cycle, the device including suction ports configurable for different suction power levels and each port having a suction path along which debris entering through the suction port is collected by the device. In the first operating mode the suction ports are operated at a first suction power level. The navigation also includes changing operation of the device to a second mode and in which the suction ports are operated at a greater suction power, measuring a respective amount of debris collected through each suction port, and selecting a direction in which to navigate the robotic cleaning device based on the debris measurements.

Abstract: Methods, systems, and devices for wireless communications are described. A network entity may transmit a reference signal to a user equipment (UE). The UE may measure, during a first time period and according to a first periodicity, the reference signal using a first beam associated with cell search. The UE may determine that a movement of the UE satisfies a movement threshold value based on an indication from a motion sensor. Additionally, the UE may determine that a channel metric fails to satisfy a threshold. In response, the UE may measure, during a second time period, the reference signal using the first beam according to a second periodicity that is greater than the first periodicity and corresponds to a more frequent measurement of the reference signal using the first beam than the first periodicity.

Abstract: A MSIM UE may perform network operations for each network subscription. However, if the MSIM UE employs subscriptions for the same network, these operations may be performed redundantly. By notifying the network of multiple subscriptions at the UE and associating the multiple subscriptions at the network, the present invention provides power-saving at the UE and reduces network signaling overhead by optimizing communication for MSIM UE. In an aspect of the disclosure, a method, a computer-readable medium, and an apparatus are provided. The apparatus may be configured to indicate to a network that the UE is associated with a plurality of network subscriptions, the plurality of network subscriptions including at least a first network subscription and a second network subscription, transmit location information using the first network subscription to the network, wherein the location information corresponds to a UE location, and receive data associated with the second subscription from the network.

Abstract: Various embodiments provide for summarization of an interaction, conversation, encounter, and/or the like in at least an abstractive manner. In one example embodiment, a method is provided. The method includes generating, using an encoder-decoder machine learning model, a party-agnostic representation data object for each utterance data object. The method further includes generating an attention graph data object to represent semantic and party-wise relationships between a plurality of utterance data objects. The method further includes modifying, using the attention graph data object, the party-agnostic representation data object for each utterance data object to form a party-wise representation data object for each utterance data object. The method further includes selecting a subset of party-wise representation data objects for each of a plurality of parties.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit a monitoring signal associated with one or more antennas. The UE may identify, based at least in part on the monitoring signal, a blockage associated with the one or more antennas. The UE may perform a beam search using a decreased frequency of occurrence of tracking occasions for the one or more antennas based at least in part on the identification of the blockage associated with the one or more antennas. Numerous other aspects are provided.

Abstract: A real-time software development method including receiving a code file, generating a shadow code file including the code file content and a link to the code file, receiving an annotation to the shadow code file from a user, and saving the received annotation in the shadow code file as an annotation record, including annotation content, a time stamp, a creating user indication, a code line identifying at least one line of code comprised by the shadow code filed associated with the received annotation, and at least one of an action item and an assigned user. The annotation record does not change the content of the code file and can be viewed and edited by a plurality of users.

Abstract: Methods, computer readable media, and devices to automatically construct kill-chain from security alerts are disclosed. One method may include collecting a plurality of security alerts, receiving a selection of a high severity security alert associated with a node and a user from among the plurality of security alerts, creating a security narrative for the high severity security alert by providing a set of historical security alerts to a deep learning architecture, the set including security alerts selected based on a relation to the node and the user, and identifying a subset of the set of historical security alerts, including security alerts relevant to the high severity security alert, in a reverse time order by the deep learning architecture, and providing the security narrative as part of a response to the high severity security alert.

Abstract: Techniques are disclosed for providing at least one proposed alternative plan of travel of a vehicle are disclosed based upon data of at least one geographic region about at least one of global navigation satellite system (GNSS) spoofing and GNSS jamming. If a current path of travel of the vehicle intersects at least one geographic region of at least one of GNSS spoofing and GNSS jamming, then determining the at least one proposed alternative plan of travel of the vehicle. At least one of the at least one proposed alternative plan of travel includes a path of travel that does not intersect at least one geographic region of the at least one geographic region of at least one of GNSS spoofing and GNSS jamming. The determined at least one proposed alternative plan of travel is sent to the vehicle.

Abstract: Embodiments are presented herein of apparatuses, systems, and methods for a user equipment device (UE), manufacturer server, and/or cellular network to perform radio capability signaling. A new type of UE radio capability identifier is provided which may allow a network to distinguish between similar UEs that have or have not implemented a capability update. In order to perform a forced capability update, a manufacturer may issue information about the update to a cellular network (and receive acknowledgement of the information) prior to pushing the update to UEs. In response to an unforced capability update, a cellular network may maintain multiple UE radio capability identifiers for similar UEs which have or have not implemented the update. A UE radio capability identifier may be adjusted dynamically in response to temporary changes in the UE's capability.

Abstract: A method for creating a build product including receiving from an application build request from a user, the build request including an application source code and a list of third-party packages, defining a plurality of third-party packages. The method further includes sending a build request to a build server, receiving a first acknowledgment from the build server, receiving the plurality of third-party packages, defining received third-party packages, building an application image from the application source code and the received third-party packages, defining a container image, and sending the container image to a verification server.

Abstract: A system receives a vehicle transport instruction for transporting a vehicle. The system instructs display of an indicator related to the transport instruction, using a first vehicle output. Further, the system determines whether a vehicle is in a state designated for alert notification based on at least a transportation error detected by the vehicle and changes at least one of the first vehicle output or a second vehicle output to indicate the transportation error responsive to detection of the transportation error by the vehicle.