Abstract: The disclosure provides technology for enhancing the ability of a computing device to detect when a user has discontinued reading a text source. An example method includes receiving audio data comprising a spoken word associated with a text source, comparing the audio data with data of the text source, determining, based on the comparing, whether a segment of the audio data corresponds to a location of the text source, and responsive to determining that the segment of the audio data does not correspond to a location of the text source, transmitting a signal indicating that a user has discontinued reading the text source, the signal causing to cease the comparing of the audio data with the data of the text source.

Abstract: Compositions and methods for controlling pests are provided. The methods involve transforming organisms with a nucleic acid sequence encoding an insecticidal protein. In particular, the nucleic acid sequences are useful for preparing plants and microorganisms that possess insecticidal activity. Thus, transformed bacteria, plants, plant cells, plant tissues and seeds are provided. Compositions are insecticidal nucleic acids and proteins of bacterial species. The sequences find use in the construction of expression vectors for subsequent transformation into organisms of interest including plants, as probes for the isolation of other homologous (or partially homologous) genes. The pesticidal proteins find use in controlling, inhibiting growth or killing Lepidopteran, Coleopteran, Dipteran, fungal, Hemipteran and nematode pest populations and for producing compositions with insecticidal activity.

Abstract: Antigen binding molecules (ABMs) comprising Fab domains in non-native configurations, ABM conjugates comprising the ABMs and cytotoxic or cytostatic agents, pharmaceutical compositions containing the ABMs and ABM conjugates, methods of using the ABMs, ABM conjugates and pharmaceutical compositions for treating cancer, nucleic acids encoding the ABMs, cells engineered to express the ABMs, and methods of producing ABMs.

Abstract: A system includes a processor configured to perform operations, including determining, for each respective software defect of software defects identified in a software product, corresponding attribute values that represent a software development history of the respective software defect, and determining, for each respective defect, using a machine learning model, and based on the corresponding attribute values, a corresponding escalation value representing a likelihood of the respective defect being escalated for resolution after release of the software product. The machine learning model may have been trained using corresponding software development histories of training defects that were escalated for resolution after release of a prior version of the software product.

Abstract: Machine learning, artificial intelligence, and other computer-implemented methods are used to identify various semantically important chunks in documents, automatically label them with appropriate datatypes and semantic roles, and use this enhanced information to assist authors and to support downstream processes. Chunk locations, datatypes, and semantic roles can often be automatically determined from what is here called “context”, to wit, the combination of their formatting, structure, and content; those of adjacent or nearby content; overall patterns of occurrence in a document, and similarities of all these things across documents (mainly but not exclusively among documents in the same document set).

Abstract: Some embodiments include apparatuses and methods forming the apparatuses. One of the apparatuses includes a first transistor including a first channel region, and a charge storage structure separated from the first channel region; a second transistor including a second channel region formed over the charge storage structure; and a data line formed over and contacting the first channel region and the second channel region, the data line including a portion adjacent the first channel region and separated from the first channel region by a dielectric material.

Abstract: Provided are FRET-based biosensor constructs, and multiplexed platforms or arrays of these biosensor constructs useful for screening candidate drug molecules for efficacy and/or specificity of drug activity. Optionally the biosensor constructs may be located on an inner membrane within a cell or engineered to be located on the cell's surface. The cells or cell lines displaying the biosensors on a cell surface may be arranged as an array of cells for high throughput evaluation of the efficacy and/or specificity of drug candidates, such as a library of candidate drug compounds.

Abstract: A method for generating, by an encoder-based model, a three-dimensional (3D) representation of a two-dimensional (2D) image is provided. The encoder-based model is trained to infer the 3D representation using a synthetic training data set generated by a pre-trained model. The pre-trained model is a 3D generative model that produces a 3D representation and a corresponding 2D rendering, which can be used to train a separate encoder-based model for downstream tasks like estimating a triplane representation, neural radiance field, mesh, depth map, 3D key points, or the like, given a single input image, using the pseudo ground truth 3D synthetic training data set. In a particular embodiment, the encoder-based model is trained to predict a triplane representation of the input image, which can then be rendered by a volume renderer according to pose information to generate an output image of the 3D scene from the corresponding viewpoint.

Abstract: Split-cell and multi-panel photovoltaic backtracking control systems and methods allow for increased total power generation during low sun elevation conditions by shading a percentage of panel modules, thereby allowing for a lower angle of incidence on unshaded modules. The control systems and methods involve determining a sun elevation angle, a traditional backtracking angle, a split-cell or multi-panel backtracking angle, a single-cell or single-panel relative light transmission (RLT) based on the single-cell or single-panel backtracking angle, and a split-cell or multi-panel RLT based on the split-cell or multi-panel backtracking angle. If twice the single-cell or single-panel RLT is greater than the split-cell or multi-panel RLT, the split-cell or multi-panel backtracking angle is used; otherwise, the single-cell or single-panel backtracking angle is used.

Abstract: In a first stage of a methane conversion system, at least some methane (CH4) in an input gas flow stream can be converted into C2 hydrocarbons, hydrogen gas (H2), and aromatics to provide a first processed stream. The conversion can be direct non-oxidative methane conversion (DNMC). At least some of the aromatics can be removed from the first processed stream to provide a second processed stream. In a second stage of the methane conversion system, at least some of the H2 can be removed from the second processed stream to provide a recycle stream. The recycle stream can be returned to the first stage of the methane conversion system for further conversion of methane and removal of aromatics and H2 products.

Abstract: An automatic animal feeding system is provided. Embodiments of the automatic animal feeding system include an automatic food dispenser and a food canister storing food pods. The automatic food dispenser couples to the food canister, receives a food pod form the food canister, removes a cover or lid from the food pod, presents the opened food pod for pet consumption, disposes of the food pod into a disposal compartment that is sealed off from the ambient air, and implements other steps of an automatic feeding process. Aspects of the automatic feeding process can be efficiently implemented, for example, by actuating two motors based on data received from sensors of the automatic animal feeding system. Accordingly, embodiments of the present disclosure provide a compact, control-efficient, self-cleaning automatic animal feeding system that can continuously personalize feeding patterns or feed a pet with little to no human intervention over a period of time.

Abstract: An automatic animal feeding system is provided. Embodiments of the automatic animal feeding system include an automatic food dispenser and a food canister storing food pods. The automatic food dispenser couples to the food canister, receives a food pod form the food canister, removes a cover or lid from the food pod, presents the opened food pod for pet consumption, disposes of the food pod into a disposal compartment that is sealed off from the ambient air, and implements other steps of an automatic feeding process. Aspects of the automatic feeding process can be efficiently implemented, for example, by actuating two motors based on data received from sensors of the automatic animal feeding system. Accordingly, embodiments of the present disclosure provide a compact, control-efficient, self-cleaning automatic animal feeding system that can continuously personalize feeding patterns or feed a pet with little to no human intervention over a period of time.

Abstract: An automatic animal feeding system is provided. Embodiments of the automatic animal feeding system include an automatic food dispenser and a food canister storing food pods. The automatic food dispenser couples to the food canister, receives a food pod form the food canister, removes a cover or lid from the food pod, presents the opened food pod for pet consumption, disposes of the food pod into a disposal compartment that is sealed off from the ambient air, and implements other steps of an automatic feeding process. Aspects of the automatic feeding process can be efficiently implemented, for example, by actuating two motors based on data received from sensors of the automatic animal feeding system. Accordingly, embodiments of the present disclosure provide a compact, control-efficient, self-cleaning automatic animal feeding system that can continuously personalize feeding patterns or feed a pet with little to no human intervention over a period of time.

Abstract: An automatic animal feeding system is provided. Embodiments of the automatic animal feeding system include an automatic food dispenser and a food canister storing food pods. The automatic food dispenser couples to the food canister, receives a food pod form the food canister, removes a cover or lid from the food pod, presents the opened food pod for pet consumption, disposes of the food pod into a disposal compartment that is sealed off from the ambient air, and implements other steps of an automatic feeding process. Aspects of the automatic feeding process can be efficiently implemented, for example, by actuating two motors based on data received from sensors of the automatic animal feeding system. Accordingly, embodiments of the present disclosure provide a compact, control-efficient, self-cleaning automatic animal feeding system that can continuously personalize feeding patterns or feed a pet with little to no human intervention over a period of time.

Abstract: An automatic animal feeding system is provided. Embodiments of the automatic animal feeding system include an automatic food dispenser and a food canister storing food pods. The automatic food dispenser couples to the food canister, receives a food pod form the food canister, removes a cover or lid from the food pod, presents the opened food pod for pet consumption, disposes of the food pod into a disposal compartment that is sealed off from the ambient air, and implements other steps of an automatic feeding process. Aspects of the automatic feeding process can be efficiently implemented, for example, by actuating two motors based on data received from sensors of the automatic animal feeding system. Accordingly, embodiments of the present disclosure provide a compact, control-efficient, self-cleaning automatic animal feeding system that can continuously personalize feeding patterns or feed a pet with little to no human intervention over a period of time.