Abstract: A method for machine learning based document editing is provided. The method may include receiving, from a client, one or more inputs associated with a document. A recommendation to include and/or exclude a clause, a term, and/or a line item from the document may be generated by at least processing the one or more inputs with a machine learning model. The recommendation to include and/or exclude the clause, the term, and/or the line item from the document may be provided to the client. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: Data to initiate movement of a vehicle is received from a first user. The first user is identified. A determination is made whether to initiate the movement of the vehicle based at least in part on the data and the one or more characteristics of the first user. The movement of the vehicle is initiated.

Abstract: Systems and methods are provided for accessing master data comprising a plurality of representative data records, where each representative data record represents a cluster of similar data records, and each similar data record has a confidence score indicating a confidence level that the similar data record corresponds to the cluster, and comparing a new data record to each representative data record of the plurality of representative data records using a machine learning model to generate a distance score. The systems and methods further provide for analyzing the cluster of similar data records corresponding to each representative data record in a selected set of representative data records to generate candidate values for the requested data field of the new data record, and generating a candidate score for each of the candidate values using the distance score and the confidence score to use in providing a recommended candidate value.

Abstract: A system includes a processor configured to receive image data gathered by a vehicle camera, relating to a fixed environmental feature. The processor is also configured to determine a vehicle position relative to the fixed environmental feature and determine a vehicle lane-level location on a digital map, based on the vehicle position relative to the fixed environmental feature.

Abstract: Acoustic cores and methods for forming and for assembling acoustic cores are provided. For example, an acoustic core of a gas turbine engine comprises a first attenuation section having a first plurality of attenuation members and a first mating wall having a planar first mating surface. The first mating wall is integrally formed with at least a portion of the first plurality of attenuation members and defines a portion of a perimeter of the first attenuation section. A method for forming an acoustic core comprises additively manufacturing a first attenuation section of the acoustic core, which comprises a first plurality of attenuation members and a first mating wall that are integrally formed as a single unit. A method for assembling an acoustic core comprises applying an adhesive to mating surfaces of first and second attenuation sections and pressing together the mating surfaces to join the first and second attenuation sections.

Abstract: Theater designs including social media, and theater entrances configured to draw patrons into a main area of the theater including an entrance having a curved wall and curved walkway having a horizon drop-off for display of content related to a motion picture or other feature to be shown in the theater. The content may be interactive or otherwise linked to patrons passing a hallway including the curved wall. Spatialized sound corresponding to the video “moves” with objects in the video and with patrons as they traverse walkway.

Abstract: A method of obtaining psychometric information about a user is disclosed. A psychometric graphical object is provided to the user by a personalized user management module. User interaction with the psychometric graphical object is measured by a psychological traits evaluation module. At least a first wider portion of the psychometric graphical object is labeled with a first keyword related to a psychological trait. At least a second wider portion of the psychometric graphical object is labeled with a second keyword related to the psychological trait.

Abstract: A method for machine learning based document editing is provided. The method may include receiving, from a client, one or more inputs associated with a document. A recommendation to include and/or exclude a clause, a term, and/or a line item from the document may be generated by at least processing the one or more inputs with a machine learning model. The recommendation to include and/or exclude the clause, the term, and/or the line item from the document may be provided to the client. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: A method for machine learning based document editing is provided. The method may include receiving, from a client, one or more inputs associated with a document. A recommendation to include and/or exclude a clause, a term, and/or a line item from the document may be generated by at least processing the one or more inputs with a machine learning model. The recommendation to include and/or exclude the clause, the term, and/or the line item from the document may be provided to the client. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: A computing device determines that one or more users have departed a vehicle. The computing device determines whether a vehicle door is ajar. A power door subsystem is actuated to close the vehicle door when the vehicle door is ajar and the vehicle has no users. A fare is determined when the vehicle door is in a latched position. A message is sent to the at least one of the one or more users indicating the fare.

Abstract: A system for a vehicle comprises a controller, programmed to output a warning to a registered mobile device via a server over a wireless network, responsive to a safety event indicative of a child being left in the vehicle in a dangerous condition triggered responsive to detection of presence of the child in a car seat and failure to receive confirmation that an adult occupant is still in the vehicle.

Abstract: A network of electric vehicle chargers is provided. The network may include a controller that, responsive to data indicating a threshold risk of utility grid power loss in a defined geographic area, broadcasts commands summoning vehicles in the defined geographic area to travel to and charge via the network, and prioritize charging of the vehicles at the network according to charge state data such that the vehicles having lowest state of charge are charged first.

Abstract: Theater designs including social media, and theater entrances configured to draw patrons into a main area of the theater including an entrance having a curved wall and curved walkway having a horizon drop-off for display of content related to a motion picture or other feature to be shown in the theater. The content may be interactive or otherwise linked to patrons passing a hallway including the curved wall. Spatialized sound corresponding to the video “moves” with objects in the video and with patrons as they traverse walkway.

Abstract: An object outside of a vehicle can be detected with vehicle sensor data. A load for the vehicle can be predicted at least in part based on classifying the object. A vehicle component can be actuated based on the predicted load.

Abstract: A method of obtaining psychometric information about a user is disclosed. A psychometric graphical object is provided to the user by a personalized user management module. User interaction with the psychometric graphical object is measured by a psychological traits evaluation module. At least a first wider portion of the psychometric graphical object is labeled with a first keyword related to a psychological trait. At least a second wider portion of the psychometric graphical object is labeled with a second keyword related to the psychological trait.

Abstract: Method and apparatus are disclosed for inter-vehicle cooperation for vehicle self height estimation. An example vehicle includes an inter-vehicle communication module and a body control module. The body control module broadcasts a request for images via the inter-vehicle communication module. The body control module also performs semantic segmentation on the images, generates a composite image of the vehicle based on the segmented images, and generates a three dimensional representation of the vehicle based on the composite image. Using the three dimensional representation, the body control module determines a height of the vehicle, and based on the height, controls the vehicle to avoid obstacles.

Abstract: An item previously obtained along the route is identified. A location on the route associated with the item is identified. A message is sent to the location to obtain the item. A vehicle component is actuated to move the vehicle to the location. A prompt is sent to the user for options to add a second item or cancel an order.

Abstract: A current location and a destination location of a vehicle are identified. A stowage parameter is predicted based on the current and destination locations. A vehicle component is actuated based on the stowage parameter.

Abstract: Methods and apparatus are disclosed for automated detection of trailer properties. An example vehicle includes an inter-vehicle communication module and an infotainment head unit. The infotainment head unit is configured to detect presence of an attached trailer. The infotainment head unit is also configured to, in response to a determination that the attached trailer is an unrecognized trailer broadcast a request for images via the inter-vehicle communication module, perform semantic segmentation on the images, generate a three dimensional point cloud using the segmented images, and estimate a property of the attached trailer based on the three dimensional point cloud.