Abstract: A ring includes a housing. The housing can include an inner surface configured to contact a finger of a user when the housing is worn by the user. The housing also can include a first power source configured to be wirelessly charged by a second power source that is removably coupled to the housing. The housing further can include a component configure to draw energy from the first power source. The component can perform one or more of: sensing an activity of the user wearing the housing or sending data to a communication device. Other embodiments are disclosed.

Abstract: A system serializing and deserializing models configured to (i) store a first model, wherein the first model includes a plurality of functionalities; (ii) generate a human-readable document based on the first model, wherein the human-readable document describes the first model; (iii) generate a second model based on the human-readable document, wherein the second model includes the plurality of functionalities; and (iv) perform at least one execution of the second model.

Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, cause the one or more processors to perform operations: analyzing telematics data and device interaction data to determine vehicle driving instances in which a user interacts with a mobile device during a vehicle trip for a vehicle; and the device interaction data is generated when the user interacts with the mobile device during the vehicle trip for the vehicle; receiving positioning data associated with one or more positions of the mobile device within the vehicle during the vehicle trip for the vehicle; and identifying whether the user interacting with the mobile device is a driver of the vehicle based at least in part upon the positioning data and the vehicle driving instances. Other embodiments are disclosed.

Abstract: A ring includes a controller. The ring can also include a power source configured to power the controller. The ring further can include a charging unit. The charging unit can be configured to convert a first form of energy into a second form of energy. The charging unit also can be coupled to the power source to provide the second form of energy to the power source. The controller can execute instructions to control operation of a user interface. Other embodiments are disclosed.

Abstract: Method, system, device, and non-transitory computer-readable medium for data management. In some examples, a computer-implemented method includes: collecting a plurality of personal data sets continually; collecting a plurality of sensor data sets continually via one or more sensing modules, and generating and continually updating an operator profile, determining and continually updating one or more telematics interferences; generating and continually updating a data profile; and receiving one or more access policies associated with the data profile; and listing and continually updating the data profile onto a telematics marketplace according to the one or more access policies such that only marketplace consumers having one or more consumer classifications satisfying the one or more access polices can access the data profile.

Abstract: Telematics systems and methods are described for generating interactive animated guided user interfaces (GUIs). A telematics cloud platform is configured to receive vehicular telematics data from a telematics device onboard a vehicle. A GUI value compression component determines, based on the vehicular telematics data, a plurality of GUI position values and a plurality of corresponding GUI time values. A geospatial animation app receives the plurality of GUI position values and the plurality of corresponding GUI time values. The geospatial animation app implements an interactive animated GUI that renders a plurality of geospatial graphics or graphical routes on a geographic area map via a display device. The geospatial graphics or graphical routes are rendered to have different visual forms based on differences between respective GUI position values and corresponding GUI time values.

Abstract: An online system detects an anomaly associated with an item selection made by a picker for fulfilling an order of a user of an online system. The system generates a prompt for execution by a machine-learned model trained as a large language model. The prompt comprises a chat log between the picker and the user. The system provides the prompt to the machine-learned model for execution. The system receives, as output from the machine-learned model and based on the chat log, a description indicating whether the anomaly is attributable to the user. The system determines, based on the output from the machine-learned model, that the item selection is not attributable to the user. Responsive to determining that the item selection is not attributable to the user, the system provides a notification to a client device of the user to confirm whether the item selection is approved by the user.

Abstract: An online system may prompt a shopper to capture one or more images of items on a checkout belt of a retailer, wherein the items are for fulfilling orders for one or more users of an online service. An online system may provide the one or more images to a machine learning model configured to classify an item as a product. An online system may classify the items to one or more products by applying the machine learning model to the images. An online system may for each user, matching the classified products to the user's order. An online system may obtain an annotated image of the items highlighting classified products which do not match the user's order. An online system may provide to the shopper the annotated image with a notification of a potential discrepancy.

Abstract: A system comprising one or more processors and one or more non-transitory computer-readable media storing computing instructions that cause the one or more processors to perform operations: receiving first real-world geolocation data, generating one or more first virtual encounters based at least in part upon the first real-world telematics data and the first real-world geolocation data; generating one or more second virtual encounters based at least in part upon the first real-world environmental data and the first real-world geolocation data; providing a first virtual map; providing a first virtual character associated with the first real-world user; and simulating the first virtual map and the first virtual character in a virtual game, simulating at least one of (i) the one or more first virtual encounters or (ii) the one or more second virtual encounters for the first virtual map and for the first virtual character. Other embodiments are described.

Abstract: A computer-implemented method includes obtaining a first set of trip data associated with a first set of vehicular trips operated by a vehicle operator during a first time period. The first set of trip data includes a first set of telematics data and a first set of travel conditions. The method also includes determining a second set of travel conditions associated with a target vehicular trip. The method further includes predicting a second set of telematics data associated with the target vehicular trip. The method further includes determining a set of vehicle operation behaviors based at least in part on the second set of telematics data, as predicted. Other embodiments are disclosed.

Abstract: A system comprises one or more processors and non-transitory computer-readable media storing instructions that cause the processors to determine, based on vehicle telematics data, GUI position and corresponding GUI time values. The instructions can cause the processors to render, on a mobile device GUI, an interactive animated representation of the vehicle's trip on an electronic map by rendering geospatial graphics at the GUI position and time values, wherein the trip is delineated by a geographic stop destination. Additionally, the system display photographs associated with the stop destination on the map, comprising historical photographs taken by other users while stopped at the destination. Additionally, the instructions can cause the processors to render, on the GUI, a time bar corresponding to the GUI time values, operable to play back, through rewind or replay, images of the geospatial graphics over a time period. Other embodiments are disclosed.

Abstract: A smart ring charging system comprises a charging source integrated into an object, the object configured to be held by a user wearing a smart ring. The smart ring may include a ring-shaped housing and a power source disposed within or at the ring-shaped housing and configured to receive energy from the charging source while the user is wearing the smart ring and holding the object. A controller may be disposed within or at the ring-shaped housing, or at the object with the charger and configured to estimate a charging rate at which the power source receives the energy from the charging source. The system may further include one or more indicators configured to indicate the charging rate.

Abstract: A computer-implemented method, comprising: determining whether a mobile device of a user is in a vehicle during a time interval based at least upon sensor data, wherein the sensor data comprises first sensor data collected at a first time and second sensor data collected at a second time by the mobile device of the user, wherein the second time follows the first time by the time interval, and wherein determining whether the mobile device of the user is in the vehicle during the time interval includes: comparing at least a portion of the second sensor data with at least a portion of the first sensor data to determine one or more changes during the time interval; and determining whether the one or more changes satisfy one or more predetermined conditions; and-determining a reliability of the sensor data based on determining whether the mobile device of the user is in the vehicle during the time interval.

Abstract: Method and system for generating a hybrid epoch score for a user. In some examples, a computer-implemented method includes: receiving, from at least one of a mobile device associated with the user and a server, prior telematics data indicative of the operation of a vehicle by the user during one or more prior trips in a prior epoch; receiving, from the mobile device, recent telematics data indicative of the operation of the vehicle by the user during one or more recent trips in a current epoch; generating a prior epoch score based at least in part upon the prior telematics data; generating a partial current epoch score based at least in part upon the recent telematics data; and generating a hybrid current epoch score based at least in part upon the prior epoch score and the partial current epoch score.

Abstract: A system comprising one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, cause the one or more processors to perform operations: receiving telematics data from a mobile device during one or more vehicle trips including a previous epoch for a driver and a current epoch for the driver; generating a previous epoch score for the driver based on the telematics data of the previous epoch for the driver; generating, using a trained machine learning model, a predicted epoch score for the driver based on the telematics data of the current epoch for the driver; generating a hybrid epoch score for the driver from at least portions of the previous epoch score for the driver and the predicted epoch score for the driver; and transmitting the hybrid epoch score for the driver. Other embodiments are described.

Abstract: A charging system can include a magnet. The ring charging system also can include a band. The band can include a housing configured to be worn by a user. The band also can include a power source located in or at the housing. The band further can include a charging circuit including an induction coil located in or at the housing. The charging circuit can be configured to charge the power source by way of electrical energy generated by a change in magnetic flux from the magnet through the induction coil. The housing can be configured to move relative to the magnet when actuated by a user motion such that moving the housing relative to the magnet causes the change in the magnetic flux. Other embodiments are disclosed.

Abstract: A ring device for displaying information includes a ring band. The ring device also can include a processor located within the ring band. The processor can be configured to analyze data to identify one or more conditions. The ring device further can include a projector module located at least partially within the ring band. The projector module can be communicatively coupled to the processor. The ring device further can include a user input unit. The user input unit can include one or more sensors located at least partially within the ring band. The one or more sensors can be configured to receive a user input. The user input unit also can be communicatively coupled to the processor. The processor can be configured to cause the projector module to present the information indicative of the one or more conditions, as identified. Other embodiments are disclosed.

Abstract: A computer-implemented method includes generating one or more virtual occurrences to be encountered by the virtual character. The computer implemented method further includes determining one or more virtual outcomes associated with the one or more virtual occurrences. The computer implemented method further includes generating a virtual trip comprising the one or more virtual occurrences with the one or more virtual outcomes associated with the one or more virtual occurrences. The computer implemented method further includes determining a predicted change in a vehicle condition of a virtual vehicle. The computer implemented method further includes updating the character profile of the virtual character. The computer implemented method further includes transmitting for display, the character profile, as updated, and the vehicle condition, as updated, to an electronic device of a user. Other embodiments are disclosed.

Abstract: Method and system for training a virtual character of a telematics-based game. In some examples, a computer-implemented method includes: initiating a virtual trip including virtual occurrences to be encountered by the virtual character; receiving, in real-time, telematics data associated with the real trip; determining, based on the telematics data, one or more real obstacles encountered by the user during the real trip; determining, based on the telematics data, one or more performances indicative of how proficient the user operated the real vehicle upon encountering the one or more real obstacles; determining, based on the one or more performances, one or more skill points associated with a plurality of real skills; training the virtual character by at least updating, based on the plurality of skill points, the plurality of virtual ratings; updating, based on the updated plurality of virtual ratings, the one or more outcomes.

Abstract: A system for displaying information indicative of driving conditions, to a driver, using a smart ring are disclosed. An exemplary system includes a smart ring with a ring band having a plurality of surfaces including an inner surface, an outer surface, a first side surface, and a second side surface. The system further includes a processor, configured to obtain data from a communication module within the ring band, or from one or more sensors disposed within the ring band. The obtained data are representative of information indicative of one or more driving conditions to be displayed to the driver. The smart ring also includes an electronic ink (e-ink) display disposed on at least one of the plurality of surfaces, and configured to present information indicative of the one or more driving conditions.