Abstract: Techniques for perspective-preserving seamless application switching are disclosed. A system may display a first interface using a first application. The first interface includes interface elements representing a plurality of objects. The system may detect a zoom-in command, received by the first application, requesting a particular zoom level for a first interface element, corresponding to a first object in the first plurality of objects. The system may determine that the requested zoom level exceeds a threshold. Responsive to determining that the requested zoom level exceeds the threshold, the system may display, using a second application, a second interface corresponding to the first object. The second interface may include one or more of: (a) characteristics associated with the first object that were not displayed by the first application, or (b) user input elements for executing operations associated with the first object that were not displayed by the first application.

Abstract: Techniques for perspective-preserving seamless application switching are disclosed. A system may display a first interface using a first application. The first interface includes interface elements representing a plurality of objects. The system may detect a zoom-in command, received by the first application, requesting a particular zoom level for a first interface element, corresponding to a first object in the first plurality of objects. The system may determine that the requested zoom level exceeds a threshold. Responsive to determining that the requested zoom level exceeds the threshold, the system may display, using a second application, a second interface corresponding to the first object. The second interface may include one or more of: (a) characteristics associated with the first object that were not displayed by the first application, or (b) user input elements for executing operations associated with the first object that were not displayed by the first application.

Abstract: Techniques for using a machine learning model to recommend remediation actions for issues identified in data objects are disclosed. A system applies a machine learning model to data representing one or more data objects to generate recommendations for remediating issues in the one or more data objects. The machine learning model is trained on training datasets of historical data object records. The training dataset identifies issues arising from the modifications and remediation actions addressing the issues. The system trains the machine learning model to learn correlations between identified issues and recommended remediation actions. The trained machine learning model recommends remediation actions for particular sets of data object data. The system presents the recommendations, together with a display of the data object, in a graphical user interface.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.

Abstract: Techniques are disclosed for generating a search index for a hierarchical data set so that a search query of the hierarchical data may return results without searching or analyzing the hierarchical data set itself. The techniques generate a flattened index that includes selected indexed attributes and additional attributes to be displayed with the indexed attributes. The techniques also generate a hierarchy representation of the hierarchical data. Using these generated data structures, query results may be returned without directly traversing the hierarchical data itself while also providing data and hierarchical context for the query results by overlaying the query results with nodes of the hierarchical representation or otherwise concurrently displaying the query results with nodes of the hierarchical representation.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.

Abstract: Techniques for perspective-preserving seamless application switching are disclosed. A system may display a first interface using a first application. The first interface includes interface elements representing a plurality of objects. The system may detect a zoom-in command, received by the first application, requesting a particular zoom level for a first interface element, corresponding to a first object in the first plurality of objects. The system may determine that the requested zoom level exceeds a threshold. Responsive to determining that the requested zoom level exceeds the threshold, the system may display, using a second application, a second interface corresponding to the first object. The second interface may include one or more of: (a) characteristics associated with the first object that were not displayed by the first application, or (b) user input elements for executing operations associated with the first object that were not displayed by the first application.

Abstract: Techniques for improving the convenience of activating different computing applications on a mobile computing device are disclosed. Sensors associated with a mobile computing device (e.g., accelerometers, gyroscopes, light sensors, microphones, image capture sensors) may receive inputs of various physical conditions to which the mobile computing device is being subjected. Based on one or more of these inputs, the mobile computing device may automatically select a content presentation mode that is likely to improve the consumption of the content by the user. In other embodiments, image analysis may be used to access different mobile computing applications.

Abstract: Techniques for displaying content based on interface scale are disclosed. A system may display, within an interface, a plurality of elements corresponding respectively to a plurality of sets of content. A display size of each of the elements is based on a user-selected zoom level. Responsive to receiving user input selecting a first zoom level for the interface, the system determines a first display size for an element, for displaying the element within the interface. The element is associated with a particular set of content. A first data set in the particular set of content is ranked higher than a second data set in the particular set of content. Based at least on the first display size, the system may select the first data set of the particular set of content for displaying within the element without selecting the second data set of the particular set of content for displaying.

Abstract: Techniques are disclosed for training a machine learning model to select a route for performing tasks in a target set of inventory tasks. The machine learning model may be trained by obtaining training data sets that include characteristics of previously performed tasks by one or more task performers. Example characteristics may include locations associated with the previously performed tasks, a duration of time taken to perform the previous tasks, a route taken to perform the tasks, a sequence in which tasks a set of tasks were performed, and attributes of the task performers themselves. The machine learning model may be trained using these training data sets and the applied to a received set of target tasks. The trained machine learning model may then generate a route and/or sequence in which the tasks of the target set of tasks may be performed.

Abstract: Techniques for applying a machine learning model to historical shipping data to generate an interactive graphical user interface of a transport route are disclosed. A machine learning model is trained to compute route attributes for at least one transport provider for transporting items along a route between a source location and a destination location. The system is further configured to display the actual or estimated location of an item along the route based on a timeline. The position of the item along the route is updated as the user drags a time marker along a timeline. The system identifies and displays the attributes of the transportation segment that includes the currently displayed position of the item along the route.

Abstract: A target quantity of a target product is needed. However, the target quantity of the target product is not available from a set of sources. A fulfillment plan is generated. The fulfillment plan includes obtaining quantities of more than one product in order to fulfill the need for the target quantity of the target product. The fulfillment plan is executed. Executing the fulfillment plan includes distributing tasks, orders, notifications to various entities to fulfill the target quantity of the target product.

Abstract: A technique is described for updating a datastore using a value from an inbound transmission that corresponds to a prior outbound transmission. The outbound transmission and the inbound transmission may be associated with one another so that a system may extract a particular value from one or more of the transmissions. The extracted value may be used to update a datastore. A system may extract the particular value from an editable data object in the inbound transmission. A system may also compare a current value of a data object in a data store with an updated value and generate a notification or other transmission prior to extracting the value and updating the data store.

Abstract: A system for analyzing supplier communications regarding deviations from a supply plan is described. The system may determine the severity of the deviation and determine an impact to a supply chain or inventory level caused by the deviation. A remedial action may be identified in supplier communications and the system may determine whether the remedial action is acceptable for addressing the deviation. Analyses of supply plan deviations, the severity of deviations, the acceptability of remedial actions, and/or other factors may be used to generate a supplier score.

Abstract: A craving control device comprising a housing, a craving input actuator supported by the housing, a wireless communicator supported by the housing, and a controller is provided. The craving input actuator can be configured to obtain information from a user pertaining to a timing, frequency, or intensity of a craving. The controller can be operatively connected to the craving input actuator and the wireless communicator to communicate craving information received by the craving input actuator via the wireless communicator to a device external to the housing. The device external to the housing can be a personal communication device. The housing can be sized and configured to be enclosed in the user's hand and or to be placed in a pocket of the user's clothing. Methods for using the craving control devices are also provided.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.

Abstract: A digital imagery display locket includes a locket case having a housing and an openable cover attached to the housing, a display configured to display digital imagery on the display secured to the housing and configured to be covered by the cover in a closed position, a processor disposed in the housing and configured to communicate with the display, a memory disposed in the housing and configured to store data used by the processor to create the digital imagery on the display, and a wireless transceiver disposed in the housing and configured to wirelessly receive the data and to communicate the data to the processor.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.

Abstract: A two-part bioactive agent delivery system, the system including a disposable part comprising an agent reservoir, a bolus chamber, the volume of the bolus chamber being less than the volume of the agent reservoir, an agent outlet, and a valve having a first position communicating the agent reservoir with the bolus chamber and a second position communicating the bolus chamber with the outlet; and a reusable part including a valve driver, a power source and control electronics, the control electronics being adapted to control the valve driver to actuate the valve to deliver bioactive agent from the agent reservoir to the agent outlet; the system further having a spring extending between the agent reservoir piston and a surface of the reusable part or of the disposable part to pressurize the agent reservoir when the spring is compressed and the agent reservoir contains a quantity of bioactive agent.