Abstract: In one implementation, a “probe controller orchestrator” provides access to cross-domain probing via the probe controller orchestrator for a plurality of probe controllers across a plurality of different network domains with a respective different probing protocol and associated probing capability. The probe controller orchestrator, in particular, obtains domain-specific probe test results from each of the plurality of probe controllers, and correlates the domain-specific probe test results into cross-domain data formatted in a common data format understandable by each of the plurality of probe controllers. As such, the probe controller orchestrator may then respond to requests received from the plurality of probe controllers with the cross-domain data in order to cause respective domain-specific processing.

Abstract: A system for training a model comprises an interface and a processor. The interface is configured to receive a general training set and a set of specific data sets. The processor is configured to train a back end model using the general training set; combine the back end model with a first front end model to create a general combined model; train the general combined model with the set of specific data sets; freeze back end weights of the back end model in the general combined model and combine the back end model with a first specific front end model to create a first specific model; train the first specific model with a first specific data set of the set of specific data sets; and provide the first specific model.

Abstract: An artificial intelligence (AI) search system can build or include one or more knowledge graphs and databases of indexes. The knowledge graphs can encode information and relationships from a variety of domains. The databases of indexes can store pointers to public and/or private data and raw content in those domains. An example of a domain includes fields requiring or handling geospatial data. The AI search system can receive a user query and process the query with AI models, including language models and knowledge graphs to identify data matching the intention and context of the user query. The AI search system can present relevant results in an assortment of user interfaces.

Abstract: An artificial intelligence (AI) search system can build or include one or more knowledge graphs and databases of indexes. The knowledge graphs can encode information and relationships from a variety of domains. The databases of indexes can store pointers to public and/or private data and raw content in those domains. An example of a domain includes fields requiring or handling geospatial data. The AI search system can receive a user query and process the query with AI models, including language models and knowledge graphs to identify data matching the intention and context of the user query. The AI search system can present relevant results in an assortment of user interfaces.

Abstract: Systems and methods are provided for monitoring information-security coverage to identify a vulnerability or risk in the information-security coverage. An information-security system can include computing systems, databases, a security server, etc. that can communicate data via a network. The server can be used to obtain data indicating a process for managing or monitoring information-security in the system and data indicating activity on the network, computing systems, server, or databases. The server then determines a metric based on the obtained data and the metric can indicate a risk or vulnerability in information-security coverage in the system. The server can then aggregate the data and transmit the aggregated data to a computing device. The computing device can generate an interface for outputting data for monitoring information-security coverage or identifying a vulnerability or risk in information-security coverage, which can improve the security of the information-security system.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for reserving airspace for UAV operations. In some implementations, a flight planning system can reserve and allocate airspace for unmanned aerial vehicle (UAV) operations. For example, a UAV operator device can submit a flight plan to the flight planning system. The flight planning system can submit a flight authorization request to an airspace management system to reserve airspace necessary for the flight plan. The flight planning system can receive approval and/or a reservation of the airspace for the flight plan from the airspace management system, generate a flight data package, and send the flight data package to the operator's device.

Abstract: Lever action firearms have an upper frame defining a bolt passage, a bolt carrier assembly received in the upper frame and operable to reciprocate between an open position and a closed position, a lower frame defining a magazine well configured to removably receive a box magazine, the lower frame removably connected to the upper frame by a transverse takedown pin, an action lever movable between a retracted position and an extended position and having a first pivot, and pivotally connected to the lower frame at the first pivot, a first link pivotally connected to the lower frame, a second link pivotally connected to the bolt carrier assembly, the first link and second link pivotally interconnected to each other, the first link defining a cam path, and a cam follower on the action lever operably engaged to the cam path such that movement of the action lever generates movement of the bolt carrier assembly.

Abstract: Various embodiments discussed herein enable client applications to be heavily integrated with a voice assistant in order to both perform commands associated with voice utterances of users via voice assistant functionality and also seamlessly cause client applications to automatically perform native functions as part of executing the voice utterance. For example, some embodiments can automatically and intelligently cause a switch to a page the user needs and automatically and intelligently cause a population of particular fields of the page the user needs based on a user view context and the voice utterance.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for providing digital content for an application to users. For example, systems described herein can provide a license for the digital content during a rental time. Systems disclosed herein may additionally track a duration of use of an application and compare the tracked use against an amount of rental time purchased (e.g., rented) by a user. The systems described herein may further extend a license or terminate the license based on a determination of whether the amount of use exceeds a rental time. Features and functionality described herein provide a flexible and efficient mechanism that enables users having a variety of content-consuming preferences to receive affordable content while ensuring that use of an application is efficiently and accurately tracked.

Abstract: Various embodiments discussed herein enable client applications to be heavily integrated with a voice assistant in order to perform commands associated with voice utterances of users via voice assistant functionality and also seamlessly cause client applications to automatically perform native functions as part of executing the voice utterance. Such heavy integration also allows particular embodiments to support multi-modal input from a user for a single conversational interaction. In this way, client application user interface interactions, such as clicks, touch gestures, or text inputs are executed alternative or in addition to the voice utterances.

Abstract: Lever action firearms have an upper frame defining a bolt passage, a bolt carrier assembly received in the upper frame and operable to reciprocate between an open position and a closed position, a lower frame defining a magazine well configured to removably receive a box magazine, the lower frame removably connected to the upper frame by a transverse takedown pin, an action lever movable between a retracted position and an extended position and having a first pivot, and pivotally connected to the lower frame at the first pivot, a first link pivotally connected to the lower frame, a second link pivotally connected to the bolt carrier assembly, the first link and second link pivotally interconnected to each other, the first link defining a cam path, and a cam follower on the action lever operably engaged to the cam path such that movement of the action lever generates movement of the bolt carrier assembly.

Abstract: Various embodiments discussed herein enable client applications to be heavily integrated with a voice assistant in order to perform commands associated with voice utterances of users via voice assistant functionality and also seamlessly cause client applications to automatically perform native functions as part of executing the voice utterance. Such heavy integration also allows particular embodiments to support multi-modal input from a user for a single conversational interaction. In this way, client application user interface interactions, such as clicks, touch gestures, or text inputs are executed alternative or in addition to the voice utterances.

Abstract: A system for collision detection includes an interface and a processor. The interface is configured to receive sensor data from a plurality of sensors. The processor is configured to preprocess the sensor data using a set of preprocessing steps to create preprocessed sensor data, wherein the set of preprocessing steps comprises filtering, normalization, and alignment; process the preprocessed sensor data using a compound model to create a collision score; and provide the collision score.

Abstract: Systems and methods are provided for monitoring information-security coverage to identify a vulnerability or risk in the information-security coverage. An information-security system can include computing systems, databases, a security server, etc. that can communicate data via a network. The server can be used to obtain data indicating a process for managing or monitoring information-security in the system and data indicating activity on the network, computing systems, server, or databases. The server then determines a metric based on the obtained data and the metric can indicate a risk or vulnerability in information-security coverage in the system. The server can then aggregate the data and transmit the aggregated data to a computing device. The computing device can generate an interface for outputting data for monitoring information-security coverage or identifying a vulnerability or risk in information-security coverage, which can improve the security of the information-security system.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for reserving airspace for UAV operations. In some implementations, a flight planning system can reserve and allocate airspace for unmanned aerial vehicle (UAV) operations. For example, a UAV operator device can submit a flight plan to the flight planning system. The flight planning system can submit a flight authorization request to an airspace management system to reserve airspace necessary for the flight plan. The flight planning system can receive approval and/or a reservation of the airspace for the flight plan from the airspace management system, generate a flight data package, and send the flight data package to the operator's device.

Abstract: A method of training a conversational computing system. The method includes providing an initial query to a machine learning model previously trained to generate actions for responding to a query. Based on the initial query, a plurality of candidate actions are received from the machine learning model and presented via a training interface. Based on input provided by the human annotator, a selected candidate action is recognized and associated with the initial query in a labeled data example.

Abstract: Various embodiments discussed herein enable client applications to be heavily integrated with a voice assistant in order to both perform commands associated with voice utterances of users via voice assistant functionality and also seamlessly cause client applications to automatically perform native functions as part of executing the voice utterance. For example, some embodiments can automatically and intelligently cause a switch to a page the user needs and automatically and intelligently cause a population of particular fields of the page the user needs based on a user view context and the voice utterance.

Abstract: An artificial intelligence (AI) search system can build or include one or more knowledge graphs and databases of indexes. The knowledge graphs can encode information and relationships from a variety of domains. The databases of indexes can store pointers to public and/or private data and raw content in those domains. An example of a domain includes fields requiring or handling geospatial data. The AI search system can receive a user query and process the query with AI models, including language models and knowledge graphs to identify data matching the intention and context of the user query. The AI search system can present relevant results in an assortment of user interfaces.

Abstract: Various embodiments discussed herein enable client applications to be heavily integrated with a voice assistant in order to both perform commands associated with voice utterances of users via voice assistant functionality and also seamlessly cause client applications to automatically perform native functions as part of executing the voice utterance. For example, some embodiments can automatically and intelligently cause a switch to a page the user needs and automatically and intelligently cause a population of particular fields of the page the user needs based on a user view context and the voice utterance.

Abstract: Systems and methods are provided for monitoring information-security coverage to identify a vulnerability or risk in the information-security coverage. An information-security system can include computing systems, databases, a security server, etc. that can communicate data via a network. The server can be used to obtain data indicating a process for managing or monitoring information-security in the system and data indicating activity on the network, computing systems, server, or databases. The server then determines a metric based on the obtained data and the metric can indicate a risk or vulnerability in information-security coverage in the system. The server can then aggregate the data and transmit the aggregated data to a computing device. The computing device can generate an interface for outputting data for monitoring information-security coverage or identifying a vulnerability or risk in information-security coverage, which can improve the security of the information-security system.