Abstract: Systems and methods for providing visual indications of generative model responses can include obtaining a user input and processing the user input with a generative model to generate a model-generated-response. The systems and methods can process the model-generated response and an image of an environment to generate an augmented image. The augmented image can include visual indicators of the model-generated response, which can include annotating the image based on detected features within the image. Generation of the augmented image can include object detection and annotation based on the content of the model-generated response.

Abstract: A dispenser includes a front panel that can be opaque, and a body that includes a sidewall extending from a rear wall. Further, the front panel is coupled to the body and an interior cavity is formed therebetween. The sidewall includes an illuminating portion and a viewing portion. The illuminating portion is translucent and the viewing portion is transparent. The viewing portion is located between the front panel and the rear wall and the viewing portion and the illuminating portion indicate a refill status.

Abstract: Compounds of Formula (I) wherein the substituents are as defined in claim 1. The invention further relates to herbicidal compositions which comprise a compound of Formula (I) and to the use of compounds of Formula (I) for controlling weeds, in particular in crops of useful plants.

Abstract: A vaporization device includes a cartridge for a vaporizer device. For example, the vaporizer cartridge and/or features thereof may improve management of leaks of vaporizable material from the vaporizer cartridge, control of airflow within and/or near the vaporizer cartridge, heating of vaporizable material in the vaporizer cartridge, management of condensate in the vaporizer cartridge, and/or other assembly features of the vaporizer cartridge. Related systems, methods, and articles of manufacture are also described.

Abstract: Techniques for improved searching and querying in computer-based reasoning systems are discussed and include receiving multiple new multidimensional data element to store in a computer-based reasoning data model; determining a feature bucket for each feature of each data element and storing a reference identifier in the feature bucket(s). A query on the computer-based reasoning system includes input data element (e.g., an actual data element, or a set of restrictions on features). For each feature in the input data element, feature buckets are determined, candidate results are determined based on whether cases have related feature buckets, and the results are determined based at least in part on the candidate results. In some embodiments, control of controllable systems may be caused based on the results.

Abstract: Systems, kits, and methods for contactless application of mixed concentrates and diluents are disclosed herein. According to an aspect, a system comprising a mix and storage container defining an interior and a first opening and a second opening. The first opening, the second opening and the interior are fluidly connected. Further, the system includes a connector that defines a first end, a second end, and a passageway that extends between the first end and the second end. The first end of the connector is attached to the first opening of the mix and storage container. The connector further defines an opener configured to engage and open a sealed portion of the concentrate container for release of a concentrate from within the concentrate container through the passageway and into the interior of the mix and storage container for mixing with a diluent. The system also includes an application tool.

Abstract: Embodiments are disclosed for performing content linting in a graphic design system. A method of content linting includes receiving a selection of a content type to be generated, receiving a selection of a location in a digital canvas to place content of the content type, determining a placement context associated with the location in the digital canvas, identifying one or more content rules to the content based on a static analysis of the placement context, and generating, using one or more machine learning models, content of the selected content type at the location in the digital canvas using the one or more content rules.

Abstract: A sequencing data analysis platform can process datasets that include a large number of sequence read. The reads are aligned to one or more reference genomes. Due to sequencing errors, sequencing noise, or genuine differences between a reference genome and the individual species being sequenced, this mapping process may tolerate a certain number of mismatches, insertions, or deletions. The sequencing data analysis platform provides a set of tools for analyzing and visualizing the sequence reads.

Abstract: A method of processing size-reduced battery materials comprising aluminum, copper and black mass, may include: subjecting the size-reduced battery materials to a caustic leaching process to yield a pregnant leach solution; physically separating the pregnant leach solution into oversized solids and a screened leach stream, the oversized solids being rich in copper; and filtering the screened leach stream to yield a filter cake that is rich in black mass, and a filtered leach stream that is rich in aluminum.

Abstract: A method for providing healthy mitochondria for mitochondrial donation MSCs includes (1) harvesting the patient's mesenchymal stem cells (HSMCs) from that patient's adipose tissue by a liposuction procedure, (2) separating the MSCs having a specified Cluster of Differentiation (CD Markers) from the adipose environment; (3) cryofreezing the MSCs to a state where metabolic activity has ceased; (4) recovering by a gradual warming protocol of MSCs to viability; (4) expansion of viable MSCs in a special growth medium; (5) preparing the expanded MSCs for administration by several known methods e.g., size filtration; (6) intravenously administrating the MSCs; (7) administrating the MSCs by intramuscular injection; (8) and repeating intravenous and intramuscular administration of the MSCs every 60 to 90 days.

Abstract: The present disclosure provides systems and techniques that can be implemented in a gun, such as an electromechanical gun. The gun may charge a capacitor bank, identify a trigger break based on an output generated by a trigger sensor, and transmit a signal based on the trigger break. Transmitting the signal may result in the capacitor bank discharging electric charge such that electric current is directed at an actuator mechanism so as to cause displacement of the actuator mechanism, and the displacement of the actuator mechanism may result in the propulsion of a projectile through a barrel of the gun. The gun may determine that a projectile has been fired based on an output of an accelerometer or a gyroscope, and the gun may recharge the capacitor bank in response to determining that the projectile has been fired.

Abstract: An evidence storage system for measuring, labeling, and storing evidence gathered at a crime scene includes a box having a base wall and a peripheral wall. The peripheral wall is attached to and extends upwardly from the base wall. The peripheral wall bounds an interior area of the box. The peripheral wall has an upper edge defining an opening into the interior area. A lid is positioned on the box abutting the upper edge to selectively close the opening. A ruler indicium is printed on an upper surface of the base wall to facilitate a measurement of an object being positioned on the base wall. Embodiments may further include tethers and one or more bags for securing the object within the box while minimizing the risk of contamination.

Abstract: The present disclosure relates to system that includes a database including data associated with one or more building features of a building. The system includes a processor of a computing device. The processor is configured to determine an absolute position of the computing device within the building. The processor is configured to identify at least one of the building features located within a threshold distance of the absolute position of the computing device based on a query of the database. Additionally, the processor is configured to generate an alert configured to cause the computing device to display information associated with the at least one of the building features or output an audible signal associated with the at least one of the building features.

Abstract: A system or technique can analyze metadata from a first set of images using a neural network to identify classification information about individuals depicted in the images. The system generates data based on this classification information, including attributes of the individuals, and compares this data against predefined criteria for image presentations. If any attributes are found to be non-compliant with the criteria, the system queries a database of second image metadata linked to a set of images. This database includes data generated from prior presentations and classification information provided by individuals depicted in the images. The system locates compliant attributes in the second image metadata, retrieves an image linked to these compliant attributes, and modifies a presentation to include the retrieved image.

Abstract: Systems and methods are described herein for novel uses and/or improvements for designing user-specific interfaces using machine learning models. When a request to display certain data by an application is received, an application token and a user token may be retrieved and combined into a consolidated token. The consolidated token may be input into a machine learning model to obtain a user interface token for an application. The user interface token may indicate user interface settings/configuration desired/preferred by a user. The user interface token may then be sent to the application to cause the application to display the data using user interface configurations within the user interface token.

Abstract: The invention features a headset, and systems including the headset, equipped with electrical sensors. The headset is suitable for use by a child and suitable for use in a gaming system, e.g., to train attention.

Abstract: Novel compounds of the structural formula (I), and the pharmaceutically acceptable salts thereof, are inhibitors of Nav1.8 channel activity and may be useful in the treatment, prevention, management, amelioration, control and suppression of diseases mediated by Nav1.8 channel activity. The compounds of the present invention may be useful in the treatment, prevention or management of pain disorders, cough disorders, acute itch disorders, and chronic itch disorders.

Abstract: The present disclosure provides computer-implemented methods, systems, and devices for responding to requests associated with an image. A computing system obtains, wherein the image depicts a first set of textual content. The computing system determines one or more characteristics of the first set of textual content. The computing system determines a response type from a plurality of response types based on the one or more characteristics. The computing system generates a model input, wherein the model input comprises data descriptive of the first set of textual content and a prompt associated with the response type. The computing system provides providing the model input as an input to a machine-learned language model. The computing system receives a second set of text as an output of the machine-learned language model as a result of the machine-learned language model processing the model input.

Abstract: A stability monitoring system for detecting an instability condition in a moving vehicle-trailer system includes a processor and a memory communicably coupled to the processor. The memory may store a stability evaluation module configured to determine if a measured value of at least one stability evaluation parameter satisfies an associated predetermined condition. The stability evaluation module may be configured to, if the measured value of the stability evaluation parameter satisfies the associated predetermined condition, determine a total amount of time within a predetermined time period that the measured value of the stability evaluation parameter satisfied the associated predetermined condition.

Abstract: A method for manufacturing a part using water jet cutting includes providing a water jet cutting system having a water cutter to define a cutting stream and having a working surface. The water jet cutting system includes at least one actuator responsive to one or more control signals from a controller to move the water cutter relative to the working surface. The method includes positioning a sacrificial material system on the working surface of the water jet cutting system and positioning a stock material adjacent to the sacrificial material system, the part to be composed of the stock material. The method includes cutting the part from the stock material using the water jet cutting system.