Abstract: Computer implemented methods, systems, and computer program products include program code executing on a processor(s) automatically generates, based on historical production data, digital twins, where each digital twin is a digital twin of an entity in the production cycle. The processor(s) obtains a given digital twin associated with a given entity and initiates notarizing the given digital twin by extracting characteristics of the given entity, comparing the characteristics to characteristics of previous instances to identify inconsistencies, compares waste and byproducts of the given entity to prior instances to determine if an output flow for the given entity is smaller than an input flow. Based on determining that the characteristics are comparable and the output flow for the given entity is smaller than the input flow for the given entity, the processor(s) notarizes the given digital twin and stores the notarized given digital twin in a persistent storage.

Abstract: A tracking device is provided including a plurality of radio frequency identification (RFID) tags each having an integrated circuit and a support member having a plurality of detachable portions each detachable portion supporting one of the plurality of RFID tags. Each of the RFID tags has a physical data connector to at least one other of the RFID tags with a physical data connector extending across a boundary of the detachable portion supporting a RFID tag that separates that RFID tag from the other RFID tags with the physical data connector being configured to break when detaching a detachable portion. The physical data connectors provide a data link between the integrated circuits of the plurality of RFID tags so that the integrated circuits have a status activated when one of the physical data connectors is broken.

Abstract: A tracking device is provided including a plurality of radio frequency identification (RFID) tags each having an integrated circuit and a support member having a plurality of detachable portions each detachable portion supporting one of the plurality of RFID tags. Each of the RFID tags has a physical data connector to at least one other of the RFID tags with a physical data connector extending across a boundary of the detachable portion supporting a RFID tag that separates that RFID tag from the other RFID tags with the physical data connector being configured to break when detaching a detachable portion. The physical data connectors provide a data link between the integrated circuits of the plurality of RFID tags so that the integrated circuits have a status activated when one of the physical data connectors is broken.

Abstract: Automated testing of an application programming interface (API) includes determining features of an application programming interface (API). The features include operations of the API, one or more resources used by each operation, and resource-based dependencies between the operations. A resource-specific group of operations is generated. The operations within the resource-specific group operate on a selected resource selected from the one or more resources. A sequence of operations is generated by ordering the operations within the resource-specific group based on resource-based dependencies between the operations within the resource-specific group. A functional test case of the API based on the sequence of operations is output for testing the API.

Abstract: In an approach for a smart reading assistant that helps users learn to read a new language, a processor detects a language of a digital book opening by a user on a computing device. A processor identifies a user reading capability level for the language of the digital book from a user profile for the user. A processor inputs at least one in context meaning of potential unknown words based on the user reading capability level. A processor detects a user action by the user on the computing device. A processor updates the user reading capability level based on the user action. A processor identifies, using collocation extraction, related words to a word involved in the user action. A processor inputs at least one in context meaning of at least one of the related words.

Abstract: A method for retrieving a plurality of electronic images that includes obtaining images from a plurality of electronic storage sites. A first set of images containing a main protagonist is selected from the plurality of electronic images. An intent based image selection is performed from the first set of images. The intent based image selection includes tagging the first set of images with word tags identifying content of the images, creating a word cloud from the word tags, plotting the top word tags from the word cloud in a Venn diagram, and extracting images from the overlapping are of the Venn diagram.

Abstract: Automatically providing CLI commands for configuring devices is provided. A set of CLI commands for configuring a device on a network is retrieved from a database using an artificial intelligence component based on model and operating system version of the device. The set of CLI commands for configuring the device is displayed within a summary window of a cognitive CLI. The set of CLI commands entered by a user while configuring the device is verified in real time on a CLI of the cognitive CLI using the artificial intelligence component.

Abstract: In an approach for a smart reading assistant that helps users learn to read a new language, a processor detects a language of a digital book opening by a user on a computing device. A processor identifies a user reading capability level for the language of the digital book from a user profile for the user. A processor inputs at least one in context meaning of potential unknown words based on the user reading capability level. A processor detects a user action by the user on the computing device. A processor updates the user reading capability level based on the user action. A processor identifies, using collocation extraction, related words to a word involved in the user action. A processor inputs at least one in context meaning of at least one of the related words.

Abstract: A method for retrieving a plurality of electronic images that includes obtaining images from a plurality of electronic storage sites. A first set of images containing a main protagonist is selected from the plurality of electronic images. An intent based image selection is performed from the first set of images. The intent based image selection includes tagging the first set of images with word tags identifying content of the images, creating a word cloud from the word tags, plotting the top word tags from the word cloud in a Venn diagram, and extracting images from the overlapping are of the Venn diagram.