Abstract: Deployment of arrangements of computing components coupled over communication fabrics are presented herein. In one example, a method includes forming a compute unit to include at least a selected disaggregated computing component and at least a selected converged computing element. The selected disaggregated computing component is added to the compute unit from a pool of disaggregated computing components having a granularity comprising the disaggregated computing components arbitrarily and separately coupled to a communication fabric. The selected converged computing element is added to the compute unit from a pool of converged computing elements having a granularity comprising sets of computing components with fixed relationships to associated processors.

Abstract: Methods and systems for providing requested media items with supplemental media items are described herein. A request of a first user for a first media item of a second user is received. The first media item is associated with a set of rules on how to select additional media items corresponding to the first media item. The set of rules is provided by the second user and includes conditions pertaining to users requesting access to the first media item. A determination is made of whether one or more conditions defined by the set of rules and pertaining to the first user are satisfied with respect to a second media item of the additional media items. Responsive to a determination that the one or more conditions are satisfied, the second media item is provided for presentation via a first user device associated with the first user.

Abstract: Methods and systems for providing requested media items with supplemental media items customized for requesting users are described herein. A processing device receives a request of a first user for a first media item of a second user. The processing device determines that the first media item of the second user corresponds to a plurality of second media items of the second user. A set of rules is identified on how to select a second media item, from the plurality of second media items, to be integrated with the first media item of the second user, the set of rules being provided by the second user and comprising one or more conditions pertaining to the first user. The second media item is selected from the plurality of second media items based on the identified set of rules.

Abstract: Methods, systems, and media for identifying abusive content items are provided.

Abstract: A method includes generating a first media item identifier for a first media item of a first media item owner, the first media item being associated with one or more media usage options. The method further includes generating, for each of the one or more media usage options, a media usage option identifier. The method further includes receiving a media usage request of a second media item owner. The method further includes, upon determining that the media usage request satisfies one or more criteria pertaining to the selected media usage option, generating a media usage token. The method further includes transmitting the media usage token to a user device of the second media item owner to authorize the second media item owner to include at least a portion of the first media item in a second media item of the second media item owner.

Abstract: Methods, systems, and media for identifying abusive content items are provided.

Abstract: A method for dynamically generating training data for a model includes receiving a transcript corresponding to a conversation between a customer and an agent, the transcript comprising a customer input and an agent input. The method includes receiving a logic model including a plurality of responses, each response of the plurality of responses representing a potential reply to the customer input. The method further includes selecting, based on the agent input, a response from the plurality of responses of the logic model. The method includes determining that a similarity score between the selected response and the agent input satisfies a similarity threshold, and, based on determining that the similarity score between the selected response and the agent input satisfies the similarity threshold, training a machine learning model using the customer input and the selected response.

Abstract: A set of media items accessible to users of a platform is identified, each media item including a reference to one or more objects. In response to a request from a client device associated with a user of the platform for access to a media item, a determination is made of one or more objects referenced by the media item that satisfies one or more criteria based on consumption data associated with the set of media items. The consumption data includes information about a consumption of the set of media items by other users of the platform over a time period. A source indicator associated with the determined objects is obtained. A user interface of the client device is updated to include, with the media item, an annotation of the objects to indicate that the objects are associated with the source indicator.

Abstract: Methods, systems, and media for automated compliance determination of content items are provided.

Abstract: Technology is disclosed for annotating and source linking the objects displayed in an image. An example method including detecting, by a processing device, an object in an image; associating the object in the image with a source indicator; annotating, by the processing device, the image to indicate the object is associated with the source indicator; receiving a user selection of the object in the image; and identifying a source based on the source indicator and on contextual data associated with the user selection, wherein the source comprises information about the object.

Abstract: Methods, systems, and media for automated compliance determination of content items are provided.

Abstract: A device for purifying air using UV light. In one embodiment, a device includes: a housing, the housing at least partially defining an air flow path and an inner chamber, the air flow path including at least one linear air flow segment and at least one non-linear air flow segment; a UV chamber within the inner chamber, the UV chamber at least partially defining the at least one non-linear air flow segment; a plurality of structural features within the UV chamber, each of the plurality of structural features creating at least one transition area, each of the at least one transition area being configured to change a direction of an air flow within the at least one non-linear air flow segment; and at least one UV bulb, each of the at least one UV bulb being positioned proximate a one of the at least one transition area.

Abstract: Technology is disclosed for annotating and source linking the objects displayed in an image. An example method including detecting, by a processing device, an object in an image; associating the object in the image with a source indicator; annotating, by the processing device, the image to indicate the object is associated with the source indicator; receiving a user selection of the object in the image; and identifying a source based on the source indicator and on contextual data associated with the user selection, wherein the source comprises information about the object.

Abstract: Methods and systems for providing requested media items with supplemental media items customized for requesting users are described herein. A processing device receives a request of a first user for a first media item of a second user. The processing device determines that the first media item of the second user corresponds to a plurality of second media items of the second user. A set of rules is identified on how to select a second media item, from the plurality of second media items, to be integrated with the first media item of the second user, the set of rules being provided by the second user and comprising one or more conditions pertaining to the first user. The second media item is selected from the plurality of second media items based on the identified set of rules.

Abstract: Methods, systems, and media for automated compliance determination of content items are provided.

Abstract: Methods, systems, and media for identifying abusive content items are provided.

Abstract: A threaded closure comprises a vent assembly that can be actuated to release pressure from a container on which the closure is located. The vent assembly is made from a flexible material that allows a vent to be uncovered by tearing the material. In one embodiment, the vent assembly allows pressure to be released form a container prior to removal of the closure.

Abstract: A threaded closure comprises a vent assembly that can be actuated to release pressure from a container on which the closure is located. The vent assembly is made from a flexible material that allows a vent to be uncovered by tearing the material. In one embodiment, the vent assembly allows pressure to be released form a container prior to removal of the closure.

Abstract: A beverage container holding a beverage includes a cap that can be used to prevent contamination of a beverage between drinks. The cap is sized to fit over the foot of the beverage container for use as a non-slip coaster. The beverage container is shrink wrapped to retain the cap on the top of the beverage container. The shrink wrap includes a pair of vertically disposed perforations which facilitate opening of the beverage container. The shrink wrap also aids in keeping the beverage container sanitary by preventing contaminants from reaching surfaces of the beverage container.

Abstract: A threaded closure comprises a vent assembly that can be actuated to release pressure from a container on which the closure is located. The vent assembly is made from a flexible material that allows a vent to be uncovered by tearing the material. In one embodiment, the vent assembly allows pressure to be released form a container prior to removal of the closure.