Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for an artificial intelligence system. In one aspect, a system includes multiple artificial intelligence skill agents that have each been trained to perform different actions in a telecommunications system. The system also includes an orchestrator agent that interacts with each of the artificial intelligence skill agents and coordinates which of the artificial intelligence agents performs actions in response to user inputs. The orchestrator agent receives a user input and determines an intent expressed by the user input. The orchestrator agent transmits an instruction to an artificial intelligence skill agent to perform an action that provides a response to the intent. In response to receiving the instruction from the orchestrator agent, the artificial intelligence skill agent performs the action when the artificial intelligence skill agent is capable of carrying out the action.

Abstract: Systems and techniques are disclosed for using machine learning to dynamically detect physical impairments in lines of a subscriber network. In some implementations, per-tone data for a line of a subscriber network and data indicating a set of one or more scores is obtained. Each score included in the set of scores indicates a conditional likelihood that the line has a type of impairment with respect to a different feature subset ensemble. The per-tone data and the data indicating the set of one or more scores is provided as input to a model. The model is trained to output, for each of different sets of feature subset ensembles, a confidence score representing an overall likelihood that a particular line has a physical impairment. Data indicating a particular confidence score representing an overall likelihood that the line has the physical impairment is obtained. The particular confidence score is provided for output.

Abstract: Systems and techniques are disclosed for using machine learning to dynamically detect physical impairments in lines of a subscriber network. In some implementations, per-tone data for a line of a subscriber network and data indicating a set of one or more scores is obtained. Each score included in the set of scores indicates a conditional likelihood that the line has a type of impairment with respect to a different feature subset ensemble. The per-tone data and the data indicating the set of one or more scores is provided as input to a model. The model is trained to output, for each of different sets of feature subset ensembles, a confidence score representing an overall likelihood that a particular line has a physical impairment. Data indicating a particular confidence score representing an overall likelihood that the line has the physical impairment is obtained. The particular confidence score is provided for output.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for telecommunications network troubleshooting. In one aspect, a method includes obtaining multiple current observations characterizing current operation of a telecommunications network, the multiple observations including performance monitoring data for the network and quality of service data for the network. One or more prior network states for the network are obtained. A current state of the network is determined, by a machine learning model, based on the current observations and the one or more prior network states. One or more actions are performed based on the current state of the network, including, when the current state of the network is an abnormal state, taking an action that is mapped to the abnormal state.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: A user of a mobile computing device may provide a first user preference for a first type of event and a second user preference for a second type of event, and the mobile computing device may detect an event comprising reception of the first type of event or the second type of event. The mobile computing device may present, along an edge of a touch-sensitive display of the mobile computing device, a banner alert in response to detecting the first type of event, and may present, on the touch-sensitive display, a pop-up notification in response to detecting the second type of event. The mobile device may dismiss the banner alert based on a user swiping the banner alert off the touch-sensitive display.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: A user of a mobile computing device may provide a first user preference for a first type of event and a second user preference for a second type of event, and the mobile computing device may detect an event comprising reception of the first type of event or the second type of event. The mobile computing device may present, along an edge of a touch-sensitive display of the mobile computing device, a banner alert in response to detecting the first type of event, and may present, on the touch-sensitive display, a pop-up notification in response to detecting the second type of event. The mobile device may dismiss the banner alert based on a user swiping the banner alert off the touch-sensitive display.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for an artificial intelligence system. In one aspect, a system includes multiple artificial intelligence skill agents that have each been trained to perform different actions in a telecommunications system. The system also includes an orchestrator agent that interacts with each of the artificial intelligence skill agents and coordinates which of the artificial intelligence agents performs actions in response to user inputs. The orchestrator agent receives a user input and determines an intent expressed by the user input. The orchestrator agent transmits an instruction to an artificial intelligence skill agent to perform an action that provides a response to the intent. In response to receiving the instruction from the orchestrator agent, the artificial intelligence skill agent performs the action when the artificial intelligence skill agent is capable of carrying out the action.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for telecommunications network troubleshooting. In one aspect, a method includes obtaining multiple current observations characterizing current operation of a telecommunications network, the multiple observations including performance monitoring data for the network and quality of service data for the network. One or more prior network states for the network are obtained. A current state of the network is determined, by a machine learning model, based on the current observations and the one or more prior network states. One or more actions are performed based on the current state of the network, including, when the current state of the network is an abnormal state, taking an action that is mapped to the abnormal state.

Abstract: In a computing device, event notifications take the form of alerts that can be presented in different ways. The particular form of each event notification depends on the nature of the event, the user task being performed at the time the event occurs, the user's preferences, or any combination thereof. In one aspect, the present invention presents event notifications in the form of banner alerts. Obtrusiveness is minimized by presenting the notification at a location near the edge of the screen (such as a bottom edge), and slightly shrinking the active display area to make room for the event notification. In this manner, event notifications can be presented without obscuring any part of the active display area. In addition, the user can obtain more information about the event by activating the notification (for example by tapping on it). In another aspect, the present invention provides a summary of pending event notifications.

Abstract: A composition for use as an assay reagent includes a paramagnetic solid support comprising a coating of a synthetic copolymer. The synthetic copolymer comprises two or three of a first copolymerized monomer, a second copolymerized monomer and a third copolymerized monomer and further comprises a polyethylenic backbone.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: A composition for use as an assay reagent includes a paramagnetic solid support comprising a coating of a synthetic copolymer. The synthetic copolymer comprises two or three of a first copolymerized monomer, a second copolymerized monomer and a third copolymerized monomer and further comprises a polyethylenic backbone.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: A composition for use as an assay reagent includes a paramagnetic solid support comprising a coating of a synthetic copolymer. The synthetic copolymer comprises two or three of a first copolymerized monomer, a second copolymerized monomer and a third copolymerized monomer and further comprises a polyethylenic backbone.

Abstract: Certain embodiments of this disclosure include methods and devices for outputting a zoom sequence. According to one embodiment, a method is provided. The method may include: (i) determining first location information from first metadata associated with one or more images, wherein the first location information identifies a first location; and (ii) outputting, for display, a first zoom sequence based on the first location information, wherein the first zoom sequence may include a first plurality of mapped images of the first location from a first plurality of zoom levels and the plurality of mapped images are sequentially ordered by a magnitude of the zoom level.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: Methods, systems, and media for presenting requested content on public display devices are provided.

Abstract: A user of a mobile computing device may provide a first user preference for a first type of event and a second user preference for a second type of event, and the mobile computing device may detect an event comprising reception of the first type of event or the second type of event. The mobile computing device may present, along an edge of a touch-sensitive display of the mobile computing device, a banner alert in response to detecting the first type of event, and may present, on the touch-sensitive display, a pop-up notification in response to detecting the second type of event. The mobile device may dismiss the banner alert based on a user swiping the banner alert off the touch-sensitive display.