In the world of technology, operating systems play a crucial role in managing and coordinating the various aspects of computing devices. With advancements in artificial intelligence (AI), the need for a new kind of operating system that can handle vast amounts of structured and unstructured data has become apparent. Renen Hallak, founder and CEO of VAST Data, believes that AI requires a revolutionary operating system in the enterprise that can support the demands of generative AI applications.
In the early days of computing, every vendor developed their own unique operating system for their mainframe computers. This resulted in a complex ecosystem of operating systems with different commands, operating procedures, and functions. However, in today’s world, there are only a few dominant players in the operating system market. As AI becomes more prevalent in our daily lives and enterprise infrastructure, the question arises – what will the operating system that can handle generative AI look like, and will there ever be a universal standard?
An operating system tailored for generative AI applications must have advanced features such as dynamic resource management, real-time processing, enhanced security measures, and ethical considerations. It should also support edge computing, be energy-efficient, and provide a layer of abstraction for seamless algorithm execution across different hardware architectures. Additionally, the operating system must facilitate middleware and framework support, scalability, distributed computing, and seamless integration with enterprise assets.
Creating an AI operating system that meets the diverse needs of generative AI applications while supporting traditional computing tasks poses a significant challenge. The balance between specialization and flexibility is crucial in developing an operating system that caters to both AI and non-AI applications. Intuit’s proprietary OS for AI, GenOS, is a step in the right direction, but achieving the ubiquity of Windows or Linux in the AI ecosystem will be a daunting task.
Renen Hallak envisions a future where AI operating systems redefine how generative AI is utilized. At VB Transform 2024, he will delve into the concept of an AI operating system that starts with a scalable data platform capable of handling the vast amount of data required by modern AI applications. By exploring strategic considerations for building scalable, cost-effective, and future-proof AI infrastructure, attendees will gain insights into architecting AI frameworks, data management, and processing.
Don’t miss the opportunity to learn about the future of operating systems in the era of AI at VB Transform 2024. Gain valuable insights from industry leaders and experts in the field of artificial intelligence. Register now and be part of the discussion on putting AI to work at scale, with a focus on practical gen AI case studies and application stories. Join us in San Francisco on July 9, 10, and 11 for a transformative event that will shape the future of AI technology.