Abstract: The method S200 can include: at an aircraft, receiving an audio utterance from air traffic control S210, converting the audio utterance to text, determining commands from the text using a question-and-answer model S240, and optionally controlling the aircraft based on the commands S250. The method functions to automatically interpret flight commands from the air traffic control (ATC) stream.

Abstract: This application relates to transimpedance amplifiers (TIAs), in particular to TIAs with wideband feedback. The TIA has an input stage, for receiving an input current and outputting a corresponding output voltage, with a first transistor configured as an input transistor in a first circuit branch. A reference controller is configured to provide a reference voltage with a value equal to a DC value of the output voltage and a voltage regulator is configured to receive a supply voltage and generate a regulated voltage with a voltage offset to the reference voltage, such that the voltage offset does not substantially vary with variation in at least one of the supply voltage, temperature and process variations. The regulated voltage is supplied as a supply voltage to the input stage. The TIA also includes control circuitry for controlling an effective transconductance of the first transistor to a defined value.

Abstract: A computer-implemented method includes constructing a plurality of nodes; adding the nodes to a graph; receiving origin, destination and shipment parameters; and processing the parameters to determine target outcomes corresponding to a cargo shipment. A computing system includes a processor; and a memory having stored thereon computer-executable instructions that, when executed by the processor, cause the computing system to: construct a plurality of nodes; add the nodes to a graph; receive origin, destination and shipment parameters; and process the parameters to determine target outcomes corresponding to a cargo shipment. A computer-readable medium includes instructions that, when executed by a processor, cause a computer to: constructing a plurality of nodes construct a plurality of nodes; add the nodes to a graph; receive origin, destination and shipment parameters; and process the parameters to determine target outcomes corresponding to a cargo shipment.

Abstract: The method can include performing inference using the system; and can optionally include training the system components. The method functions to automatically interpret flight commands from a stream of air traffic control (ATC) radio communications. The method can additionally or alternatively function to train and/or update a natural language processing system based on ATC communications. Additionally, the method can include or be used in conjunction with collision avoidance and/or directed perception for traffic detection associated therewith.

Abstract: A method of coating an automotive part for an electric drive unit is provided. The method comprises providing a part comprising a body having an outer surface and introducing the part in an aqueous coating solution comprising sodium metabisulfite and citric acid to form residual oxides on the outer surface defining a sample-water interface. The method further comprises emitting ultrasonic waves in the coating solution to generate acoustic cavitation activity at the sample-water interface and continuously form oxygen and hydrogen species. The citric acid arranged to activate the outer surface to allow for the reaction with the oxygen and hydrogen species forming iron hydroxide. The sodium metabisulfite arranged to react with the iron hydroxide generating iron oxysulfide such that the iron oxysulfide reacts with the oxygen and hydrogen species to produce iron oxide and iron sulfide on the outer surface defining a black oxide coating.

Abstract: In one aspect, a method includes a content-presentation device determining first and second intervals during which presentation of received content is modifiable, and transmitting first and second requests for first and second supplemental content. A link to content in a playlist may be received, the playlist including first supplemental content followed immediately by second supplemental content. The link may be used to retrieve the first supplemental content, which may be presented in a first modification operation during the first interval. Before completing the first modification operation, the content-presentation device may use the link to start retrieving the second supplemental content for a second modification operation scheduled immediately following the first modification operation, and may determine that while less than a threshold portion of the first modification operation remains incomplete, retrieval of the second supplemental content is also incomplete.

Abstract: The method can include: sampling sensor measurements, extracting features from the sensor measurements, identifying a landing site based on the extracted features, determining a confidence score based on the extracted features and landing site features, and controlling the aircraft. The method functions to provide terrain relative navigation during approach to be used for aircraft control; the method can additionally function to establish an aircraft position estimate to be used for controlling the aircraft.

Abstract: A method includes receiving and processing raw shipment data using machine learning models trained using historical shipment data to identify and classify terminal shipment locations. A system includes a memory storing a set of computer-readable instructions and historical shipment data; and one or more processors interfaced with the memory and configured to execute the set of computer-readable instructions to cause the one or more processors to: receive and process raw shipment data using machine learning models trained to identify and classify terminal shipment locations. A non-transitory computer-readable storage medium configured to store instructions executable by a computer processor, the instructions comprising: instructions for receiving and processing raw shipment data using machine learning models trained using the historical shipment data to identify and classify terminal shipment locations.

Abstract: The method can include performing inference using the system; and can optionally include training the system components. The method functions to automatically interpret flight commands from a stream of air traffic control (ATC) radio communications. The method can additionally or alternatively function to train and/or update a natural language processing system based on ATC communications. Additionally, the method can include or be used in conjunction with collision avoidance and/or directed perception for traffic detection associated therewith.

Abstract: The method can include: optionally determining an aircraft state; determining a transition event; verifying an aircraft configuration; determining an aircraft alert state; and performing an action. However, the method can additionally or alternatively include any other suitable elements. The method functions to facilitate configuration checking and/or validation of configuration changes. Additionally or alternatively, the method can function to facilitate human-in-the-loop operation of a semi-autonomous aircraft (e.g., with an autonomous agent fulfilling the roles of one pilot of a multi-pilot aircraft). Additionally or alternatively, the method can function to autonomously respond to inconsistencies or failures associated with aircraft configuration changes.

Abstract: The method S200 can include: at an aircraft, receiving an audio utterance from air traffic control S210, converting the audio utterance to text, determining commands from the text using a question-and-answer model S240, and optionally controlling the aircraft based on the commands S250. The method functions to automatically interpret flight commands from the air traffic control (ATC) stream.

Abstract: A method and system for aligning the duration of supplemental content with the duration of modifiable content in content modification operations. An example method includes determining a duration of a modifiable content segment in a media sequence being received by a content-presentation device. The example method then includes identifying a supplemental content segment to replace the modifiable content segment and selecting from a predefined set of multiple different-duration versions of the identified supplemental content segment, a particular instance of the identified supplemental content segment based on the particular instance of the identified supplemental content segment having a duration closest to the determined duration of the modifiable content segment.

Abstract: In one aspect, a method includes receiving, by a content-management system and from a content-presentation device, a request for supplemental content, such as a replacement advertisement. The content-management system may then determine a technical characteristic of the content-presentation device and select supplemental content based at least in part on at least the determined technical characteristic of the content-presentation device. The content-management system may then cause the selected supplemental content to be transmitted to the content-presentation device to facilitate the content-presentation device performing a content modification operation.

Abstract: The method can include: sampling sensor measurements, extracting features from the sensor measurements, identifying a landing site based on the extracted features, determining a confidence score based on the extracted features and landing site features, and controlling the aircraft. The method functions to provide terrain relative navigation during approach to be used for aircraft control; the method can additionally function to establish an aircraft position estimate to be used for controlling the aircraft.

Abstract: The method S200 can include: at an aircraft, receiving an audio utterance from air traffic control S210, converting the audio utterance to text, determining commands from the text using a question-and-answer model S240, and optionally controlling the aircraft based on the commands S250. The method functions to automatically interpret flight commands from the air traffic control (ATC) stream.

Abstract: In one aspect, a method is disclosed. The method includes identifying, by a content-presentation device, an upcoming content modification opportunity on an identified channel, where the identified upcoming content modification opportunity relates to a modifiable content-segment. The method also includes receiving, by the content-presentation device, the modifiable content-segment. The method further includes performing, by the content-presentation device, a set of operations to prepare the content-presentation device to perform a content-modification operation in connection with the identified upcoming content modification opportunity on the identified channel. The method additionally includes receiving, by the content-presentation device, an instruction to operate in a test mode. The method also includes responsive to receiving the instruction, outputting, by the content-presentation device, for presentation the modifiable content-segment without a modification that relates to supplemental content.

Abstract: The method S100 can include: generating pilot monitoring data S110; determining a pilot attention state based on the sensor data S120; optionally determining an aircraft state S130; responding to an event based on the pilot attention state S140; and can optionally include controlling the aircraft based on the aircraft state and the pilot attention state S150. However, the method S100 can additionally or alternatively include any other suitable set of elements. The method functions to facilitate human-in-the-loop aircraft control by an attentive pilot-in-command (PIC). Additionally or alternatively, the method can function to identify and/or resolve pilot inattentiveness (e.g., based on the context of the aircraft state).

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for managing content replacement in a content modification system, which can be applicable to dynamic advertisement insertion. A media device can provide a first segment of a linear sequence of content segments to a display device. The first segment can include an ending frame adjacent to a start frame of a second segment of the linear sequence of content segments, where the second segment is to be replaced by a replacement segment. Based on a determination that the replacement segment is unavailable, the media device can provide one or more additional copies of the ending frame of the first segment to the display device while the replacement segment to replace the second segment is unavailable.

Abstract: Systems, methods, and computer-readable medium storing instructions for using a machine learning to predict dwell times for shipments along routes are described herein. The method, system, or instructions may include training the machine learning model using training data, storing the machine learning model in a memory, accessing route data of a shipment of interest, analyzing the route data using the machine learning model, and, based on the analyzing of the route data, outputting a predicted dwell time at a stop of the shipment of interest.

Abstract: In one aspect, a method includes identifying an upcoming content modification opportunity on a channel. The method also includes responsive to identifying the upcoming content modification opportunity on the channel, identifying a group of multiple content-presentation devices tuned to the channel. The method also includes using, at least in part, an amount of content-presentation devices in the identified group as a basis to determine an amount of system resources to request. The method also includes requesting the determined amount of system resources for use in performing actions that facilitate at least a portion of the content-presentation devices in the identified group performing respective content-modification operations.