Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for generating searchable data structures using observational context data are provided. An indication to process observational context data surfaced by a local computing device may be received. The observational context data may comprise display data or audio data. The observational context data may be processed by a context analysis engine. A determination may be made of a current context type occurring on the local computing device. The current context type may be determined from a plurality of context types, each having a semantic data structure comprising a unique set of entity types. A canvas comprising a searchable data structure of the current context type may be generated and populated with objects having entity types corresponding to the current context type. A displayable representation of the canvas may be displayed.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system, through detecting a recording that the user captured or a person's utterance (e.g., through passive voice monitoring) determines that the user's needs assistance with the digital tutorial. The system determines, based on the recording, that the user needs help to get to a specific step and play supplemental instructions to the user to get to the specific step.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system, through detecting a recording that the user captured or a person's utterance (e.g., through passive voice monitoring) determines that the user's needs assistance with the digital tutorial. The system determines, based on the recording, that the user needs help to get to a specific step and play supplemental instructions to the user to get to the specific step.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for generating searchable data structures using observational context data are provided. An indication to process observational context data surfaced by a local computing device may be received. The observational context data may comprise display data or audio data. The observational context data may be processed by a context analysis engine. A determination may be made of a current context type occurring on the local computing device. The current context type may be determined from a plurality of context types, each having a semantic data structure comprising a unique set of entity types. A canvas comprising a searchable data structure of the current context type may be generated and populated with objects having entity types corresponding to the current context type. A displayable representation of the canvas may be displayed.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system, through detecting a recording that the user captured or a person's utterance (e.g., through passive voice monitoring) determines that the user's needs assistance with the digital tutorial. The system determines, based on the recording, that the user needs help to get to a specific step and play supplemental instructions to the user to get to the specific step.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system, through detecting a recording that the user captured or a person's utterance (e.g., through passive voice monitoring) determines that the user's needs assistance with the digital tutorial. The system determines, based on the recording, that the user needs help to get to a specific step and play supplemental instructions to the user to get to the specific step.

Abstract: Systems and methods are described for augmenting visual content with a sponsored object instead of a selected object. An illustrative method receives an input selecting an object for augmenting visual content, determines whether a property of the selected object matches a property of a sponsored object included in a database of sponsored objects, and in response to determining that the property of the selected object matches the property of the sponsored object, augments the visual content with the sponsored object.

Abstract: Systems and methods are described for augmenting visual content with a sponsored object instead of a selected object. An illustrative method receives an input selecting an object for augmenting visual content, determines whether a property of the selected object matches a property of a sponsored object included in a database of sponsored objects, and in response to determining that the property of the selected object matches the property of the sponsored object, augments the visual content with the sponsored object.

Abstract: Systems and methods are described for augmenting visual content with a sponsored object instead of a selected object. An illustrative method receives an input selecting an object for augmenting visual content, determines whether a property of the selected object matches a property of a sponsored object included in a database of sponsored objects, and in response to determining that the property of the selected object matches the property of the sponsored object, augments the visual content with the sponsored object.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system detects a person's utterance (e.g., through passive voice monitoring) and determines that the user's utterance is related to the digital tutorial. The system determines, based on the utterance, which step of the digital tutorial is problematic for the user, and replays the problematic step.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system detects a person's utterance (e.g., through passive voice monitoring) and determines that the user's utterance is related to the digital tutorial. The system determines, based on the utterance, which step of the digital tutorial is problematic for the user, and replays the problematic step.

Abstract: Systems and methods are disclosed herein for continuing playback of a digital tutorial until a user interrupts the playback by signaling to the system that there is an issue or that the user needs help. The system, through detecting a recording that the user captured or a person's utterance (e.g., through passive voice monitoring) determines that the user's needs assistance with the digital tutorial. The system determines, based on the recording, that the user needs help to get to a specific step and play supplemental instructions to the user to get to the specific step.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.

Abstract: A mounting apparatus and system and method for making the same are provided. The mounting apparatus allows an object to be mounted to a mounting surface via magnetic attractions between different planes of engagement. Through the movement of planes of magnets, an object that is brought in proximity to the mounting apparatus may engage one of the magnetic planes and then be moved further to engage the other magnetic plane, with the combined magnetic force being configured to support the particular object for which the mounting apparatus is designed. The engagement and/or disengagement of the object from the mounting apparatus can thus occur in stages, by degrees, and/or in a tiered manner.