VAST Data aspires to create a groundbreaking data computing platform that could revolutionize the field of artificial intelligence (AI). With its sights set on AI-powered discovery, VAST Data aims to enable computers with the ability to think and generate new ideas independently. The company believes that by granting computers the power of original thought, the process of discovery, which has propelled human progress throughout history, can be significantly accelerated. The potential for revolutionary AI capabilities surpassing human potential becomes a real possibility, ultimately facilitating the resolution of global challenges and propelling humanity forward.
According to Subramanian Kartik, Global Systems Engineering Lead at VAST Data, current AI models like ChatGPT and large language models lack the capacity for discovering and generating new ideas. Kartik emphasizes the importance of AI-driven discovery and deep learning beyond processing unstructured data like documents and images. He argues that real-world, analog data from sensors, genome sequencers, video feeds, and autonomous vehicles must be interpreted within the context of human knowledge to reveal connections and ideas that are yet to be imagined.
Kartik envisions a future where self-discovering computers, or thinking machines, become a reality. In his view, a data platform that provides neural networks with expansive access to natural data at incredible speed and scale will unleash more sophisticated AI capabilities than what has been witnessed so far. As datasets grow larger, algorithms become smarter, and processors strengthen, the realm of self-discovering computers will transition from science fiction to concrete reality.
The pursuit of accelerated discovery through deep learning forms a shared vision between VAST Data and CoreWeave, another company dedicated to utilizing deep learning for the betterment of humanity. Both organizations emphasize the potential of deep learning to accelerate the pace of discovery and believe it holds the key to addressing humanity’s most pressing challenges. They foresee AI-driven discovery enabling advancements in disease treatment, climate change mitigation, revolutionary approaches to agriculture, and the exploration of scientific and mathematical frontiers yet unexplored.
While the idea of AI-driven discovery presents tremendous possibilities, it also raises questions and concerns. History has shown that groundbreaking discoveries can shake the foundations of established beliefs and institutions. Galileo’s heliocentric theory, for example, challenged the prevailing beliefs of the Catholic Church, leading to conflict and suppression. Industries and organizations may similarly resist disruptive discoveries that run contrary to their current operations and strategies.
VAST Data acknowledges the need for balance. The organization aims to develop a discovery system that not only uncovers new insights but also aligns with its customers’ objectives and requirements. It recognizes that the impact and relevance of a discovery must be evaluated by human overseers who understand its implications and potential applications. Pure discovery, without practical relevance, may not be valuable to organizations seeking to improve operations and achieve specific goals.
One must consider the case of Kodak, a company that failed to embrace the potential of digital cameras despite inventing the technology themselves. The first digital camera was actually developed by a Kodak engineer in 1975. However, instead of recognizing its significance and adapting their business accordingly, Kodak focused on improving film technology to compete against digital. This shortsightedness ultimately led to Kodak’s downfall. The story serves as a reminder that discovery alone is insufficient. The value of a discovery lies in its relevance and the ability to leverage it effectively.
In conclusion, VAST Data’s ambitious mission to create a transformative data computing platform for AI-assisted discovery holds the promise of propelling humanity forward. By enabling thinking machines that can independently generate new ideas and connections from vast amounts of real-world data, VAST Data aims to unlock unprecedented AI capabilities. However, the organization recognizes that discovering new insights is only valuable if it aligns with customer goals and can be effectively applied. As the realm of AI-driven discovery unfolds, it will be essential to strike a balance between groundbreaking exploration and practical relevance to ensure meaningful progress.
