Generative AI, powered by massive language models, is set to revolutionize content creation and access to information. As the primary platform for unleashing the potential of these systems, the cloud plays a pivotal role in driving this innovation. Instead of […]
Generative AI, powered by massive language models, is set to revolutionize content creation and access to information. As the primary platform for unleashing the potential of these systems, the cloud plays a pivotal role in driving this innovation.
Instead of relying on human input, generative AI systems compile vast amounts of data to generate diverse and complex content within mere seconds. Tech giants like Microsoft, Google, and Meta have invested heavily in training their own models based on these language models. Additionally, companies specializing in cloud services, such as Microsoft Azure, Amazon Web Services (AWS), and Google Cloud, are now capitalizing on the monetization of AI capabilities.
However, the high costs associated with generative AI pose a challenge, primarily due to the computational requirements. The microprocessors needed to process the extensive data drive up expenses significantly. With a focus on developing graphics processing units (GPUs) in the past, chipmaker Nvidia has emerged as a crucial player in advancing generative AI.
While the potential of generative AI is vast, its utilization needs careful consideration. The majority of AI workloads involve inference, which refers to the functioning of AI models once they are created. Competing with Nvidia, chip technology leader Intel has been striving to develop powerful chips capable of handling AI’s processing demands. Intel’s CEO, Pat Gelsinger, believes that the true spectacular future lies in the inferencing use of AI models, particularly on their Xeon processors.
The growth and adoption of generative AI in the cloud have only scratched the surface, leaving plenty of untapped potential. As this technology progresses and evolves, remarkable innovations and applications are expected to shape various industries worldwide.