Abstract: An orchestration system of or otherwise available to a web platform centralizes the execution of workflow components of a workflow associated with a job posting hosted by the web platform using various software services internal and/or external to the web platform. The workflow components and attributes thereof are determined based on the job posting. Domain-specific language (DSL) instructions for the various workflow components are generated. First DSL instructions are invoked by the orchestration system to cause an execution of a first workflow component of the workflow by a first software service. The orchestration system obtains an output of the first workflow component, such as values of relevant attributes, and, based on the output and in some cases information derived other than from the first workflow component, invokes next DSL instructions to cause an execution of a next workflow component of the workflow by another software service.

Abstract: Example systems, methods, and apparatus, including cognitive platforms, are provided for applying signal detection metrics in computer-implemented adaptive response-deadline procedures to data collected based at least in part on user interaction(s) with computerized tasks and/or interferences. The apparatus can include a response classifier for generating a quantifier of the cognitive abilities of an individual. The apparatus also can be configured to adapt the tasks and/or interferences to enhance the individual's cognitive abilities.

Abstract: Apparatus, systems, and methods are provided for generating a quantified indicator of cognitive skills in an individual. In certain configurations, the apparatus, systems, and methods can be implemented for enhancing cognitive skills in an individual.

Abstract: A system for installing a solar panel may include a first end-of-arm assembly tool coupled to a first robotic arm and part of a first assembly robot and a second end-of-arm assembly tool coupled to a second robotic arm and part of a second assembly robot. The first and the second end-of-arm assembly tools have different tooling and perform different functions to assembly solar panels to support structure. The first assembly robot and the second assembly robot may be located on autonomous and non-autonomous vehicles and the various components can be operated by a control system based on operation instructions received from a neural network.

Abstract: A system for installing a solar panel may include an end of arm assembly tool and a linear guide assembly coupled to the end of arm assembly tool. The end of arm assembly tool includes a frame and plurality of attachment devices, such as suction cups, coupled to the frame. The linear guide assembly includes a linearly moveable clamping tool including an engagement member configured to engage a clamp assembly slidably coupled to an installation structure, and a force torque transducer configured to move the clamping tool along the installation structure. A controller configured to control the force torque transducer and the plurality of attachment devices. The end of arm assembly tool is coupled to a robotic arm and is part of an assembly robot that includes autonomous and non-autonomous vehicles. The various components can be operated by a control system based on operation instructions received from a neural network.