Abstract: Techniques are described for developing and using applications and skills with autonomous vehicles. In some embodiments, a development platform is provided that enables access to a developer console for developing software modules for use with autonomous vehicles. For example, a developer can specify instructions for causing an autonomous vehicle to perform one or more operations. To control the behavior of an autonomous vehicle, the instructions can cause an executing computer system at the autonomous vehicle to generate calls to an application programming interface (API) associated with an autonomous navigation system of autonomous vehicle. Such calls to the API can be configured to adjust parameters of a behavioral objective associated with a trajectory generation process performed by the autonomous navigation system that controls the behavior of the autonomous vehicle. The instructions specified by the developer can be packaged as a software module that can be deployed for use at autonomous vehicle.

Abstract: A controller selectively generates output for display indicative of a recommendation against use of a power outlet in a vehicle with devices external to the vehicle having a power rating greater than a predefined power rating threshold based on a difference between a current state of charge of a battery of the vehicle and a required state of charge for the battery.

Abstract: A system for optimizing telemetry volume generated for an application product includes: a volume calculation service and a configuration service coupled to a client device via a network connection. The volume calculation service receiving identification of a particular event that occurs during execution of the application product by the client and calculating an optimized sampling rate for that event in telemetry produced by the client, the optimized sampling rate calculated based on reducing an overall volume of telemetry while still maintaining tracking of the particular event within the telemetry. The configuration service generating a configuration for the client device, the configuration service configuring the client to use the optimized sampling rate to produce telemetry for the event during execution of the application product by the client device.

Abstract: Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) are commonly used to assess patients with known or suspected pathologies of the lungs and liver. In particular, identification and quantification of possibly malignant regions identified in these high-resolution images is essential for accurate and timely diagnosis. However, careful quantitative assessment of lung and liver lesions is tedious and time consuming. This disclosure describes an automated end-to-end pipeline for accurate lesion detection and segmentation.

Abstract: This invention relates to a wholly recombinant four factor hemostatic complex concentrate (4F-PCC) composition, human liver cell-produced product. Methods of producing a hemostatic composition using a hepatocyte cell line and a CRISPR/Cas9 gene activation multiplexing, which allows for simultaneous and high level expression of the FII, FVII, FIX, and FX clotting factors. The resultant product is a recombinant resuscitation solution to aid in mitigation of coagulopathy, reversal of coagulopathic states, and fluid resuscitation.

Abstract: Example solutions provide an artificial intelligence (AI) agent for pre-build configuration of cloud services in order to enable the initial build of a computational resource (e.g., in a cloud service) to minimize the likelihood of excessive throttling or slack. Examples leverage prior-existing utilization data and project metadata to identify similar use cases. The utilization data includes capacity information and resource consumption information (e.g., throttling and slack) for prior-existing computational resources, and the project metadata includes information for hierarchically categorization, to identify similar resources. A pre-build configuration is generated for the customer's resource, which the customer may tune based upon the customer's preferences for a cost and performance balance point.

Abstract: Methods and systems are described for new paradigms for user interaction with an unmanned aerial vehicle (referred to as a flying digital assistant or FDA) using a portable multifunction device (PMD) such as smart phone. In some embodiments, a method for synchronizing video and audio is described. The method includes capturing video of a physical environment, receiving first audio of the physical environment captured by a first microphone of a first distributed electronic device, and synchronizing the video of the physical environment with the first audio of the physical environment.

Abstract: Techniques are described herein that are capable of providing a recommendation of AI-modified code in context of a developer tool. Based at least on code being developed in a developer tool, an interface element is provided in a user interface of the developer tool. The interface element is configured to receive a prompt that specifies a modification to be performed on the code. Based at least on receipt of the prompt, an AI model is automatically caused to perform the modification on at least a snippet of the code to provide a modified snippet. The modified snippet is processed using a language intelligence tool of the developer tool to provide a processed version of the modified snippet. A recommendation to replace the snippet in the code with the modified snippet is provided by causing the processed version of the modified snippet to be displayed via the user interface.

Abstract: A disc pack includes stacked disc plates defining a first side and second side of the disc pack. Bolt holes extend through the sides of the disc pack and define a bolt circle. Bushings extend through the bolt holes. Each bushing includes a head at a first end bearing against the first side of the disc pack and a second end that extends axially outside the bolt hole. A washer surrounds at least a portion of the second end and bears against the second side of the disc pack to hold the disc plates together. The disc pack is configured to increase from a first diameter defined by the bolt circle to a second diameter defined by the bolt circle that is at least 0.37% greater than the first diameter when the disc pack is pre-stretched.

Abstract: Technology for generating and displaying a graphical user interface for operating an unmanned aerial vehicle (UAV) is disclosed herein that generates and updates a representation of a spline flight path. In various implementations, a graphical user interface detects user interactions with a remote control device directing the flight control subsystem of the UAV to record keyframes and to compute a spline based on the keyframes during flight. The graphical user interface displays a real-time perspective of the UAV with a representation of the spline and the keyframes overlaying the view. The graphical user interface continually updates the representation as the UAV flies and when the spline is updated as the keyframes are updated.

Abstract: Disclosed are adjustable intraocular lenses and methods of adjusting intraocular lenses post-operatively. In one embodiment, an adjustable intraocular lens can comprise an optic portion and one or more haptics. The optic portion can comprise an anterior element, a posterior element, and a fluid-filled optic chamber. At least part of the optic portion can be made of a composite material. The base power of the optic portion can be configured to change in response to an external energy directed at the composite material.

Abstract: Antimicrobial systems with naturally derived ingredients and compositions comprising them are described. The systems have a first ingredient comprising a beta carboline alkaloid and a second natural ingredient that includes a phenolic acid where the systems and compositions provide superior antimicrobial benefits.

Abstract: A clamp assembly for use with a surgical attachment system for fixing a navigation tracker to a portion of bone. The clamp assembly includes a first clamp jaw with a first engagement surface and a second clamp jaw with a second engagement surface. The clamp assembly includes a linear driver with a shaft. The second clamp jaw is coupled to the first clamp jaw at a fixed pivot and coupled to the shaft at a moving pivot. The linear driver translates the shaft in a first direction to pivot the second engagement surface towards the first engagement surface. The linear driver translates the shaft in a second direction opposite to the first direction to pivot the second engagement surface away from the first engagement surface.

Abstract: Described herein are compositions, and more particularly to alloy compositions, methods of using the alloy compositions, and articles formed from with the alloy compositions. The alloy compositions are broadly applicable in applications requiring superalloys, including welding processes, additive manufacturing processes, metal casting processes, coating processes, repairing processes, powder metallurgy, and/or combinations thereof.

Abstract: Technology for operating an unmanned aerial vehicle (UAV) is disclosed herein that allows a drone to be flown along a computed spline, while also accommodating in-flight modifications. In various implementations, a UAV includes a flight control subsystem and an electromechanical subsystem. The flight control subsystem records keyframes during flight and computes a spline based on the keyframes. The flight control subsystem then saves the computed spline for playback, at which time the UAV automatically flies in accordance with the computed spline.

Abstract: A refrigeration system includes a heat exchanger including a heat exchanger inlet and a heat exchanger outlet, an evaporator including an evaporator inlet and an evaporator outlet, a first circulation pump including a first circulation pump inlet fluidly coupled to the heat exchanger outlet and a first circulation pump outlet, a second circulation pump including a second circulation pump inlet and a second circulation pump outlet, a leakage pump including a leakage pump inlet and a leakage pump outlet, and a pressure exchanger (PX). The PX includes a first PX inlet fluidly coupled to the first circulation pump outlet and the leakage pump outlet, a first PX outlet fluidly coupled to the heat exchanger inlet, a second PX inlet fluidly coupled to the evaporator outlet, and a second PX outlet fluidly coupled to the leakage pump inlet and the second circulation pump inlet.

Abstract: A system and method for temporarily disabling keyword detection to avoid detection of machine-generated keywords. A local device may operate two keyword detectors. The first keyword detector operates on input audio data received by a microphone to capture keywords uttered by a user. In these instances, the keyword may be detected by the first detector and the audio data may be indicated for speech processing. The system may determine output audio data responsive to the input audio data. The local device may process the output audio data to determine that it also includes the keyword. The device may then disable the first keyword detector while the output audio data is played back by an audio speaker of the local device. Thus the local device may avoid detection of a keyword originating from the output audio. The first keyword detector may be reactivated after a time interval during which the keyword might be detectable in the output audio.

Abstract: A process for generating fluid flow out of a first fracture zone of a well including a liner or casing is described. The process is engaged to remove a screen-out condition and/or to protect downhole tools deployed in the well and includes the steps of providing the casing with a fluid flow pathway extending from a first fracture zone to an adjacent fracture zone downhole from the first fracture zone. The fluid flow pathway becomes operable when a pre-determined parameter is reached as a result of the screen-out condition. A device for providing the fluid flow pathway is also described.

Abstract: Provided is a method of transportation information exchange that includes receiving first data from a first aviation data source, such that the first data is provided in a first data format type and determining, based on a set of routing rules, a first aviation consumer of at least a first portion of the first data. The method further includes processing the first portion of the first data into a second data format type associated with the first aviation consumer and providing the first portion of the first data in the second data format type to the first aviation consumer.