Abstract: The technology described herein determines whether a candidate text is in a requested class by using a generative model that may not be trained on the requested class. The present technology may use of a model trained primarily in an unsupervised mode, without requiring a large number of manual user-input examples of a label class. The may produce a semantically rich positive example of label text from a candidate text and label. Likewise, the technology may produce from the candidate text and the label a semantically rich negative example of label text. The labeling service makes use of a generative model to produce a generative result, which estimates the likelihood that the label properly applies to the candidate text. In another aspect, the technology is directed toward a method for obtaining a semantically rich example that is similar to a candidate text.

Abstract: Contact over active gate (COAG) structures with a tapered gate or trench contact are described. In an example, an integrated circuit structure includes a plurality of gate structures above a substrate, wherein individual ones of the plurality gate of structures have thereon a conductive cap between sidewall spacers. A plurality of conductive trench contact structures is alternating with the plurality of gate structures, wherein individual ones of the plurality of conductive trench contact structures have thereon a conductive cap between sidewall spacers. A conductive structure is in direct contact with the conductive cap and sidewall spacers on one of the plurality of gate structures or with the conductive cap and sidewall spacers on one of the plurality of conductive trench contact structures.

Abstract: Systems, computer program products, and methods are described herein for improving computer energy consumption and computer processing by implementing a pluggable carbon emission gateway. The present disclosure is configured to identify, by a pluggable emission gateway, at least one application programming interface request; generate at least one transaction per second load attribute; identify at least one application consumption; determine at least one emission; identify an emission threshold for the at least one emission; compare the at least one emission to the emission threshold; apply, in an instance where the at least one emission associated with the at least one API request exceeds the emission threshold, at least one API parameter adjustment for the API request; and generate an updated application by applying the at least one API parameter adjustment to at least one of the at least one application or the at least one API request.

Abstract: Methods and systems for detecting systemwide service issues by using anomaly localization. In an example, a method includes receiving time-series monitoring data for multiple services, the time-series monitoring data including multiple dimensions and an error metric; for the monitoring data from each service, evaluating scopes within the monitoring data based on an objective function for a time-series of the error metric to identify at least one anomalous scope, each scope including at least one dimension and a value for the dimension; based on evaluating the scopes, generating a ranked list of scopes for each service based on objective function scores for the scopes; correlating the ranked lists of scopes across the multiple services to identify a cross-service anomaly; and generating an alert for the services based on the cross-service anomaly, the alert indicating at least one scope as a potential root cause for the cross-service anomaly.

Abstract: One or more computing devices, systems, and/or methods for evaluating email activity and/or controlling, based upon the email activity, transmission of instructions associated with quality are provided. A first email, transmitted by an email account associated with an entity to a plurality of email accounts, may be identified. First activity associated with the first email may be detected. A first set of activity information associated with the first activity may be stored in an entity profile associated with the entity. The entity profile may comprise a plurality of sets of activity information associated with a plurality of emails transmitted by one or more email accounts associated with the entity. A quality score corresponding to the first entity may be generated based upon the entity profile. A notification may be generated based upon the quality score. The notification may be transmitted to the first client device.

Abstract: One variation of a system for an electric motor includes a rotor including magnetic elements within a body. The system also includes a stator including coil assemblies arranged about the rotor. Each coil assembly includes an outer hook element and an inner hook element. The outer hook element extends across a first axial face and an outer radial surface of the rotor. The inner hook element: extends across a second axial face of the rotor; extends partially across the inner radial surface of the rotor; and is coupled to the outer hook element to define a throat configured to locate the rotor within the coil assembly. The system includes a shaft coupled to the inner radial surface of the rotor. Furthermore, the system includes a controller configured to drive current through the coil assemblies to generate a toroidal magnetic field configured to couple the magnetic elements to rotate the rotor.

Abstract: An apparatus comprising a first integrated circuit device, the first integrated circuit device comprising a fiducial having a length size greater than a width size of the fiducial, wherein the fiducial comprises at least one first area and at least one second area, wherein the at least one first area is to stop light from a light source and the at least one second area is to pass light from the light source during a determination of an alignment between the first integrated circuit device and a second integrated circuit device.

Abstract: Disclosed herein are microelectronic assemblies, related apparatuses, and methods. In some embodiments, a microelectronic assembly may include a first die in a first layer; and a second and third die in a second layer, the second layer coupled to the first layer by hybrid bond interconnects having a first pad and a second pad, wherein the first pad is coupled to a first via in the second die and the first pad is offset from the first via by a first dimension, and the second pad is coupled to a second via in the third die and the second pad is offset from the second via by a second dimension different than the first dimension. In some embodiments, the first pad is offset from the first via in a first direction and the second pad is offset from the second via in a second direction different than the first direction.

Abstract: An extended reality headset has light-based communication transceivers coupled to the extended reality headset. The relative position of a remote transceiver with respect to the current position and orientation of the extended reality headset is determined. A line-of-sight is calculated from the light-based communication transceivers to the remote transceiver. The light-based communication transceivers emit a light-based communications beam in accordance with the calculated line-of-sight. The light-based communications beam is adjusted in response to changes to the relative position of the remote transceiver with respect to the current position and orientation of the extended reality headset.

Abstract: Microelectronic assemblies, related devices and methods, are disclosed herein. In some embodiments, a microelectronic assembly may include a first layer with a first die having a first contact; a second die having a second contact; and a pad layer, on the first and second dies, including a first pad and a second pad, where the first pad is coupled to and offset from the first contact in a first direction, and the second pad is coupled to and is offset from the second contact in a second direction different than the first direction; and a second layer including a third die having third and fourth contacts, where the first layer is coupled to the second layer by metal-to-metal bonds and fusion bonds, the first contact is coupled to the third contact by the first pad, and the second contact is coupled to the fourth contact by the second pad.

Abstract: Provided herein are formulations, processes, solid forms and methods of use relating to 2-(tert-butylamino)-4-((1R,3R,4R)-3-hydroxy-4-methylcyclohexylamino)-pyrimidine-5-carboxamide.

Abstract: The present invention discloses a process for extraction of oil from the Valeriana jatamansi Jones by Supercritical Fluid extraction (SFE) process with and without co-solvent. The extraction method is performed on the comminuted Valeriana jatamansi Jones using different mesh size of root/rhizome under a pressure ranging from about 220-360 bar and temperature about 45° C. utilizing carbon dioxide as a supercritical fluid. Further the volatile fractions are separated from the supercritical fluid at reduced pressure in the range of about 10-60 bar. Later the same material has been extracted with polar solvent (ethanol) as the co-solvent. The qualitative comparison of essential oil has been done between the essential oil obtained from Hydro distillation and Supercritical Fluid Extraction.

Abstract: A method of controlling an electronic apparatus for distinguishing original voice from synthetic voice in an Internet of Things (IoT) environment includes obtaining a voice of a user and environmental factors associated with a user-initiated request, extracting a plurality of features from the voice of the user and the environmental factors, obtaining a score using the plurality of features and ranking the score based on a type of the voice of the user and the environmental factors, and determining the voice of the user as the original voice or the synthetic voice by comparing the ranked score with a dynamic threshold value.

Abstract: One or more computing devices, systems, and/or methods for performing entity actions based upon inputs received via email interfaces are provided. For example, an email received by an email account may be identified. The email may be associated with an entity action corresponding to a first entity. A selectable input corresponding to performing the entity action may be displayed via an email interface associated with the email account. A request to perform the entity action may be received via a selection of the selectable input. Responsive to receiving the request, an action interface corresponding to performing the entity action may be displayed within the email interface. One or more inputs associated with the entity action may be received via the action interface. Responsive to determining that the entity action is completed, a confirmation message, indicative of the entity action being completed, may be displayed using the email interface.

Abstract: A system for detecting a road surface includes a processor and a memory. The memory stores instructions executable by the processor to determine a virtual boundary for a vehicle body based on a shape of the vehicle body, to identify one or more objects based on vehicle sensor data, based on the identified one or more objects, the determined virtual boundary, and an input to at least one of propulsion, steering, or braking, to determine at least one of a braking override or a steering override, and based on the determination, to perform at least one of adjusting a vehicle steering and a vehicle speed.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in content providing, searching and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel framework for analyzing messages shared over a network and identifying information in them referencing entities based on a determined context of the messages. Once the entity information is identified, the disclosed framework segregates them based on the context, and then presents them in contextual views as content cards within or as part of generated, content-specific interfaces. The disclosed framework enables users to continue messaging while pivoting between different views of the generated interfaces, which enables the retrieval of additional information related to the entity information included on the content cards.

Abstract: This disclosure provides systems, methods, and devices for wireless communication that support a safety system. In a first aspect, a method of wireless communication includes receiving, from a first mobile entity, first information of the first mobile entity. The method also includes transmitting, to the first mobile entity, a group configuration information. The group configuration information is generated based on the map information and indicates a group that includes the first mobile entity and a second mobile entity. The method further includes transmitting alert information to the group. Other aspects and features are also claimed and described.

Abstract: A computer implemented method of training a model, using a machine learning process, to predict whether a transaction of a digital currency stored in a blockchain is fraudulent, comprises: unpacking (202) a block in the blockchain into a table comprising one or more rows of input and output data for a previous transaction stored in the block and aggregating (204) the one or more rows of input and output data to form an aggregated row of transaction data for the previous transaction. The method further comprises labelling (206) the aggregated row of transaction data for the previous transaction according to whether the previous transaction was fraudulent and using (208) the aggregated row of transaction data and the label as training data with which to train the model.

Abstract: One or more computing devices, systems, and/or methods for generating a user-specific interface are provided. In an example, a user-specific machine learning model, for a user of an email application, may be trained based upon one or more interactions of the user with a device upon which the email application is installed. A determination may be made that an email message has been received by an email account of the user. A user-specific message interface may be generated based upon (i) the trained user-specific machine learning model and (ii) content of the email message. A notification of the email message may be provided for display on the device of the user. In response to the user selecting the notification of the email message, the user-specific interface may be provided for display on the device of the user.