Abstract: A method for providing personalized responses to textual prompts using a large scale, privacy preserving, large language model (LLM) includes receiving a textual prompt from a user specifying a task for an LLM to perform, and obtaining a set of user features associated with the user. The method also includes determining, using the set of user features associated with the user, a user prompt embedding for the user, and processing, using the LLM, the textual prompt conditioned on the user prompt embedding for the user to generate a personalized response to the textual prompt. The method further includes providing the personalized response to the textual prompt for output from a user device associated with the user.

Abstract: Presented are automated vehicle systems for provisioning manufacturing mode (MM) for connected vehicles, methods for making/using such systems, and wireless-enabled vehicles with MM functionality. A method of controlling operation of a vehicle includes receiving an MM-install signal indicating the vehicle has reached a predefined assembly line location during vehicle assembly. When at this predefined location, the vehicle is installed with an MM operating mode, which contains a predefined spatial limitation, a preset MM start trigger, and an anti-theft protocol. A controller of the vehicle activates the MM operating mode responsive to detecting the vehicle experiencing the preset MM start trigger while within the predefined spatial limitation.

Abstract: The present disclosure relates generally to an electronic control circuit and means to provide balanced power to a plurality of light emitting diodes (LEDs) connected in arrays for improved efficiency, luminosity and power management. The present disclosure further relates to the use of an improved multiple transistor-based electronic control circuit offering significant improvement in regulating voltage and current flow to a plurality of LEDs connected together in various combinations of serial blocks and parallel blocks. The present disclosure further relates to the use of a Zener diode that offers significant improvement in regulating the luminosity of a plurality of LEDs connected together in various combinations of serial blocks and parallel blocks, wherein the LED blocks contain an arrangement of an even number of LEDs, an odd number of LEDs, as well as even and odd numbers of blocks combined in serial and parallel arrangement, and combinations thereof.

Abstract: A platform includes a user interface able to receive a text document and/or a user prompt. The platform is able to receive a second text document to perform a one-to-one comparison or access a database including a plurality of documents to evaluate similarity of the input text document to a larger corpus of documents. The platform includes a natural language processing module for parsing the text document and a machine learning module for evaluating semantic similarity between the input text document and one or more other documents. The platform is then able to generate a similarity score for the text document. The machine learning module is further capable of automatically detecting different sections of the input text document and generating similarity scores for each individual section compared to analogous sections in one or more other documents.

Abstract: A drive train conversion assembly is provided and generally includes an end member, a joining member, a connection member and a spline member. The joining member is positioned abutting an upper portion of the end member, and the connection member is coupled to an upper portion of the joining member. The spline member is connected to the connection member and includes a plurality of teeth marrying a universal key receiver of a spider cage.

Abstract: A pumping assembly for a fuel delivery vehicle having main and auxiliary inlets, an outlet, and one or more hose connections. A pump moves fluid through the assembly, and the fluid can pass through a filter separator to remove contaminants. A specific manifold in combination with multiple, two-way valves enable control of the fluid flow to produce multiple fluid pathways. At least ten different configurations are available depending on the need. The assembly is mounted in a frame that is mounted to a vehicle, such as a fuel truck. In some cases, sensors are employed to measure and monitor various parameters throughout the assembly.

Abstract: A method, system, and storage device storing a computer program, for generating questions based on provided content, such as, for example, a document having words. The method comprises automatically estimating the probability of interesting phrases in the provided content, and generating a question in natural language based on the estimating. In one example embodiment herein, the estimating includes predicting the interesting phrases as answers, and the estimating is performed by a neural model. The method further comprises conditioning a question generation model based on the interesting phrases predicted in the predicting, the question generation model generating the question. The method also can include training the neural model. In one example, the method further comprises identifying start and end locations of the phrases in the provided content, and the identifying includes performing a dot product attention mechanism parameterizing a probability distribution.

Abstract: A non-access point (non-AP) multi-link device (MLD) transmits to an access point (AP) MLD a frame for a traffic identifier (TID) on a first link to which the TID is mapped in a TID-to-link mapping. The non-AP MLD receives from the AP MLD a trigger frame on a second link to which the TID is not mapped by the TID-to-link mapping. The non-AP MLD transmits to the AP MLD, in response to the trigger frame, a Quality of Service (QOS) null frame comprising the TID on the second link.

Abstract: In certain embodiments, location-based activation of card identifiers may be facilitated. In some embodiments, an electrophoretic display card may store a set of location-specific card identifiers, where each card identifier of the set is associated with (i) an account of a user and (ii) creation location information indicating a device location of the user at a creation time of the card identifier. In response to being powered by a user device, the card may initiate wireless communication with the user device. The card may determine a device location of the user device, select a card identifier from the set of card identifiers that matches the device location, and switch a state of the card identifier to an active state to enable transaction processing for the card identifier. In some embodiments, the card may cause the active card identifier to be presented on an electrophoretic display of the card.

Abstract: A method and apparatus comprising computer code configured to cause a processor or processors to receive an audio signal obtained from a microphone, input the audio signal into a neural-network based AHS model, wherein the neural-network based AHS model is trained using a training audio signal, and output an AHS signal from the neural-network based AHS model in which AHS is applied to the audio signal, wherein the AHS signal is a version of the audio signal in which acoustic howling noise of the audio signal is suppressed and target audio of the audio signal is sustained.

Abstract: Methods and systems are described herein for generating parameterized records using communications data. A generation system may be used to facilitate generating the parameterized records. The system may encode a plurality of electronic messages into bag-of-words embeddings and input a plurality of bag-of-words embeddings into a machine learning model to identify electronic messages containing itemized records, each including corresponding item identifiers. The system may transmit a request to identify server records associated with the itemized records, wherein the request comprises the corresponding item identifiers, and wherein the record identification server uses the corresponding item identifiers to identify the itemized records. The system may receive the server records each of which includes corresponding parameters.

Abstract: Aspects of present disclosure relates to a brain-like in-pixel intelligent processing system having an in-pixel processing array, a feature vector generator, a neural network processor, and a region and object of interest identifier. In-pixel processing array includes N×M in-pixel processing units. Each in-pixel processing unit includes photogate sensor to acquire image, average circuit to generate P element, subtraction circuit to generate F element, and absolute circuit to generate LGN element. Feature vector generator generates P, F, and LGN feature vectors of in-pixel processing array. Neural network processor processes P, F, and LGN feature vectors and detects object, recognizes object, and determines location of object.

Abstract: A system for disassembling a energy cell having a case includes a energy cell securement device arranged on a moveable table; and a cutting tool. The energy cell securement device is configured to fixedly secure the energy cell with a portion of the case exposed proximal to the cutting tool. The moveable table is configured to convey the energy cell securement device such that the cutting tool cleaves the portion of the case of the energy cell.

Abstract: A vehicle having a tail lift is disclosed. The tail lift may be configured to move between a retracted position and an extended position. The tail lift may be disposed perpendicular to a vehicle cargo bed in the retracted position, and parallel to the vehicle cargo bed in the extended position. The vehicle may further include a detection unit configured to detect a placement location of a cargo on the tail lift and presence of an obstruction in proximity to the tail lift. The vehicle may additionally include a processor that may obtain inputs from the detection unit when the tail lift may be in the extended position. The processor may determine that a predefined condition may be met based on the obtained inputs. The processor may further output a notification responsive to a determination that the predefined condition may be met.

Abstract: Documents are often generated using a customer communication management (CCM) application that utilizes rules to select and/or modify certain fragments of a document. By analyzing the rules and content that produced a certain fragment, a second CCM application may be automatically provided with the rules, such as when the first set of rules are not available for porting to a second system. Accordingly, a server may access a rule comprising a condition, a document fragment, and a rule identifier. A server may generate a first document to comprise visible content and hidden content. Generating the first document may comprise evaluating the rule and, when the rule is true, including the document fragment as a portion of the visible content and including the rule identifier as a portion of hidden content. A server may provide the first document to a destination.

Abstract: Embodiments are generally directed to systems, devices, and techniques to authenticate unauthenticated users to perform sensitive actions.

Abstract: Methods and apparatus for speed sensor having a first detection module with a first sensing element. The first detection module is configured to detect movement of a target during a first mode of operation and a second detection module is configured to detect movement of the target during a low power mode of operation.

Abstract: A wireless charging system for charging a battery of a railway vehicle and a corresponding method of use are disclosed herein. The wireless charging system may comprise a fixed coil assembly installed between a set of tracks of a railway and a mobile coil assembly affixed to a bottom side of a railway vehicle (such as a locomotive or railcar mover). The fixed coil assembly may comprise at least one primary coil, and the mobile coil assembly may comprise at least one secondary coil. When the railway vehicle is positioned over the fixed coil assembly, electrical power may be transferred between the fixed coil assembly and the mobile coil assembly via the primary coil and the secondary coil to charge the railway vehicle. In various embodiments, electrical power may be transferred via the primary coil and the secondary coil without the primary coil physically contacting the secondary coil.

Abstract: Methods, apparatus, and systems for sensor alignment include acquiring a translational vector, a first calibration point location and a second calibration point location, determining an expected rotational orientation in response to the translational vector, the first calibration point location and the second calibration point location, capturing an image of the a first calibration point and the second calibration point, determining a first position of the first calibration point and a second position of the second calibration point in response to the image, calculating a calculated rotational orientation in response to the first position of the first calibration point and the second position of the second calibration point, determining a calibration value in response to the calculated rotational orientation, storing the calibration value and controlling a vehicle in response to the calibration value and a subsequent image.

Abstract: A method for depositing patterned phosphor films comprises using a patterned polymer film as a mask to block phosphor deposition, or allow subsequent removal of deposited phosphor, from selected areas of a device surface covered by the polymer film. The method generally comprises disposing the patterned polymer film mask on the device, subsequently depositing the phosphor, and then removing the mask and any phosphor deposited on the mask from the device. The polymer film may be deposited in the desired mask pattern or patterned after deposition.