Machine learning company, NDea, intends to develop an artificial intelligence (AI) model that can self-improve, bypassing any potential limitations. This plan is set to overshadow Nvidia, a renowned name in AI development. NDea's founder, Dr. Naveen Rao, who was formerly associated with Intel's AI Products Group, has outlined a vision to create a model that can evolve and learn continuously, without needing to be retrained. This approach is different from the current industry practice, where AI models are manually updated after being trained on a fixed dataset.NDea's AI model will be able to teach itself, thereby eliminating the need for human intervention and regular retraining. This could potentially lead to more efficient and effective AI systems. The company aims to use a technique called 'automatic differentiation' to facilitate this process.The goal is to overcome the limitations of existing AI models, such as Nvidia's, which need to be trained, upgraded, and managed manually. NDea believes that a self-improving AI model will help to eliminate these bottlenecks and provide a more efficient and streamlined system.Rao also mentioned that NDea's unique approach could potentially be applied to a range of industries, including healthcare, finance, and autonomous vehicles, among others. The company is currently focused on developing its technology and is yet to announce any partnerships or collaborations.The development of a self-improving AI model could potentially revolutionize the AI industry. However, it is still a long way off, and it remains to be seen how successful NDea will be in achieving its ambitious goal.