Abstract: Systems and processes for providing personalized suggestions indicating that a task may be performed using a digital assistant of an electronic device are provided. An example method includes, at an electronic device with a display, receiving context data associated with the electronic device; determining, based on the context data, a task that may be performed by a digital assistant of the electronic device in response to a natural-language expression; determining, based on the context data, whether suggestion criteria associated with the determined task are satisfied; and in accordance with a determination that the suggestion criteria are satisfied, providing a suggestion indicating that the determined task may be performed using the digital assistant of the electronic device.

Abstract: An exemplary embodiment of the present disclosure provides a method of sensing at least one characteristic of an analyte comprising: flowing media with the analyte through one or more microcavities; energizing the microcavity; and sensing at least one of the characteristics of the analyte via interrogation of the energized microcavity. Each of the one or more microcavities can comprise: a first mirror on a first planar surface; a second mirror on a second planar surface opposing the first planar surface; and at least one spacer between the first and second mirrors. The first mirror, second mirror, and at least one spacer can define a channel having an inlet and an outlet. The first and second mirrors can be positioned between the inlet and outlet.

Abstract: A method of dispensing a beverage from a beverage dispenser includes: detecting a user in proximity to the beverage dispenser; prompting the user to provide a first input, wherein the first input is audible; retrieving a user profile for the user based on the first input; receiving a second input from the user, wherein the second input comprises information about a beverage selection of the user, and wherein the second input is provided in a different manner than the first input; and dispensing the beverage.

Abstract: Modular vending machines for storing and dispensing products to consumers. A modular vending machine may include a product storage system, a user interface, and a control unit. Several modular vending machines may be stacked and/or arranged together in various configurations. Several modular vending machines may be linked electronically and may communicate with each other and/or with a user mobile device over a network. A modular vending machine may automatically complete a transaction with the consumer, where the consumer removes a product from the modular vending machine. A consumer may access and purchase products from several modular vending machines in one transaction.

Abstract: An apparatus for forming an electrode film mixture can have a first source including a polymer dispersion comprising a liquid and a polymer, a second source including a second component of the electrode film mixture, and a fluidized bed coating apparatus including a first inlet configured to receive from the first source the dispersion, and a second inlet configured to receive from the second source the second component.

Abstract: Disclosed are devices and methods for automated emergency arterial cannulation. The device comprises a hand-held automated emergency arterial sheath placement device having a body with a handle and an actuator, and an arterial sheath placement head at the distal end of the handle body configured for placement against the patient's skin. The arterial sheath placement head includes an arterial sheath insertion device configured to advance an arterial needle, guide wire, and arterial sheath into a patient's artery upon sequential operation of the actuator. The arterial sheath placement head also includes a non-invasive artery locator configured to locate an artery into which the arterial sheath is intended to be placed. The arterial sheath placement head also preferably includes a Doppler gel and antiseptic needle, a local anesthetic needle, and a scalpel, all of which are likewise configured to advance from the upper body portion upon sequential operation of the actuator.

Abstract: One or more techniques and/or systems are disclosed for mitigating fluid loss or leakage from a fluid pump with a rotating shaft driving a pumping mechanism. A one-piece, combined packing gland-bushing component can have an internal seal that allows for use of lubricants at higher pressures. Further, the combined packing gland-bushing component can be configured with a removal component that allows for easier removal of the packing gland-bushing component from a pump shaft, and shaft packing box.

Abstract: In some embodiments, the system is directed to medical assessment software for analyzing one or more medical conditions and enabling communication between a medical professional and a patient. In some embodiments, the system includes one or more graphical user interfaces configured to enable a medical professional to execute one or more of scheduling a virtual appointment, view a virtual schedule, check patients in/out, enter new patients into the system, request patient recorded outcomes, and view patient progress. In some embodiments, the system is configured to implement an artificial intelligence (AI) algorithm configured to identify one or more unique features within the one or more images and use the one or more unique features as one or more fiducials during an analysis of the one or more images. In some embodiments, the analysis includes a determination of whether an abnormal condition associated with an area of skin is progressing toward healing.

Abstract: Systems and methods described herein are directed toward executing an intervention based on monitored physiological and/or environmental parameters according to some embodiments. In some embodiments, the system is configured to execute the intervention if one or more parameters are outside a pre-determined threshold. In some embodiments, an intervention can include and audible message. In some embodiments, the intervention can include taking control of a vehicle. In some embodiments, if there is no response from a user, the system will automatically contact a first responder and/or will automatically route the vehicle to an emergency facility. In some embodiments, the system includes one or more wearable monitoring devices that send signals to the system about physiological and/or environmental parameters. In some embodiments, the system uses artificial intelligence to determine if an abnormal condition exists.

Abstract: An apparatus for forming an electrode film mixture can have a first source including a polymer dispersion comprising a liquid and a polymer, a second source including a second component of the electrode film mixture, and a fluidized bed coating apparatus including a first inlet configured to receive from the first source the dispersion, and a second inlet configured to receive from the second source the second component.

Abstract: Unattended beverage dispensers configured to dispense one or more beverages after authenticating a customer and associating the customer with a customer account. An unattended beverage dispenser may include a user interface with a biometric sensor configured to identify a biometric characteristic of a customer. A controller associated with the unattended beverage dispenser may authenticate a customer based on a biometric characteristic and associate the authenticated customer with a customer account. After authenticating a customer, the controller may allow beverage dispensing from the unattended beverage dispenser in accordance with a beverage dispensing rule associated with the customer's account.

Abstract: An electric double-layer ultracapacitor configured to maintain desired operation at an operating voltage of three volts, where the capacitor includes a housing component, a first and a second current collector, a positive and a negative electrode electrically coupled to one of the first and second current collectors, and a separator positioned between the positive and the negative electrode. At least one of the positive electrode and the negative electrode can include a treated carbon material, where the treated carbon material includes a reduction in a number of hydrogen-containing functional groups, nitrogen-containing functional groups and/or oxygen-containing functional groups.

Abstract: An apparatus for forming an electrode film mixture can have a first source including a polymer dispersion comprising a liquid and a polymer, a second source including a second component of the electrode film mixture, and a fluidized bed coating apparatus including a first inlet configured to receive from the first source the dispersion, and a second inlet configured to receive from the second source the second component.

Abstract: A compact, portable art case is contemplated with (1) an area within the case to store blank sheets for artwork, (2) an exterior surface of the case with a mechanism for holding the artwork in place and serving as a backdrop while coloring, drawing or painting, and (3) a tray interlocking with the case to hold colored pencils or other art supplies necessary to create the art.

Abstract: Unattended beverage dispensers configured to dispense one or more beverages after authenticating a customer and associating the customer with a customer account. An unattended beverage dispenser may include a user interface with a biometric sensor configured to identify a biometric characteristic of a customer. A controller associated with the unattended beverage dispenser may authenticate a customer based on a biometric characteristic and associate the authenticated customer with a customer account. After authenticating a customer, the controller may allow beverage dispensing from the unattended beverage dispenser in accordance with a beverage dispensing rule associated with the customer's account.

Abstract: A compact microscope including an enclosure, a support element, a primary optical support element located within the enclosure and supported by the support element, at least one vibration isolating mount between the support element and the primary optical support element, an illumination section, an objective lens system, a sample stage mounted on the primary optical support element, an illumination optical system to direct an illumination light beam from the illumination section to the sample stage, and a return optical system to receive returned light from sample stage and transmit returned light to a detection apparatus, wherein the illumination optical system and return optical system are mounted on the primary optical support element.

Abstract: A method of dispensing a beverage from a beverage dispenser includes: detecting a user in proximity to the beverage dispenser; prompting the user to provide a first input, wherein the first input is audible; retrieving a user profile for the user based on the first input; receiving a second input from the user, wherein the second input comprises information about a beverage selection of the user, and wherein the second input is provided in a different manner than the first input; and dispensing the beverage.

Abstract: A computing system includes a logic subsystem and memory storing instructions executable by the logic subsystem. The instructions are executable by the logic subsystem to store, in the memory, a plurality of software models that each describe aspects of a network connected device or a software service, the plurality of software models comprising a first version of a selected software model. The logic subsystem is configured to receive a second version of the selected software model and validate the second version of the selected software model via validation logic by applying one or more versioning rules to the second version of the selected software model. Based on the application of the one or more versioning rules, the logic subsystem is configured to execute a versioning action on the selected software model.

Abstract: Mobile product dispensers for storing and dispensing products to consumers at various locations. A mobile product dispensers may include a product dispensing system, a user interface, a powertrain system, and a control unit. The mobile product dispenser may freely roam or follow a predetermined path within its environment of operation, and may engage with and service consumers along its route. A consumer may also summon the mobile product dispenser to a location using a user device such as a smartphone, smartwatch, or the like. The control unit may enable the mobile product dispenser to autonomously travel within its environment of operation and/or to navigate to the location of a consumer.