A strong and insightful interpretation of scientific knowledge and practice must take into consideration how human cognitive skills and constraints enable as well restrict the scientific enterprise's activities and products. While existing deep learning systems are outstanding in functions such as object classification, language processing, and gameplay but few can create or transform a complex system like a Frame Pyramid. Assume that what these systems lack is a "Cognitive Inductive Prejudice": an ability to justify inter-object relationships and make decisions about an organized description of the incident. In order to assess this premise, this paper concentrated on a work involving stapling together stacks of frames to balance a castle and quantify how well hominids are doing. Then for analyzing contraption capability, our work introduce the Significant Stimulus Learning Tool that utilizes object-and interaction-centered scene and policy representations, these apply to the task. Our results shows that these structural portrayals enable the tool to perform both hominids and contraption for more naive methods, indicating that cognitive inductive effect is a significant element in solving structured reasoning issues and building more intelligent also flexible for machines.

NPA (Non-Performing Asset) is a mounting problem which has been an agony for economies globally. The increasing NPA levels in financial institutions calls for immediate attention and earliest action as it hits the GDP levels and most importantly is a menace to the public. An NPA tracker application is a tool to check this menace. Itis a mobile cum web application which tracks the NPA customer by tagging the borrower’s location using GPS map,updates on recovery status, real time approval of requests, video and audio data upload, monitoring team performance and so on. This paper outlines on what NPA is, it’s negative impact on the country’s economic stability and how does NPA tracker help in curbing this menace. Various modules involved in the NPA tracker application, its development process, architecture and security features involved in the development of the NPA tracker application explained.