John Roese, Global CTO at Dell Technologies, discusses how AI is reshaping corporate infrastructure and the risks of AI hype. Elisabeth Staudinger from Siemens Healthineers talks about gender health disparities and the economic impacts of addressing imbalances in healthcare.
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Quick takeaways
Efforts are being made to optimize AI workloads by identifying suitable locations and ensuring infrastructure meets new requirements for processing and networking.
Addressing gender biases in healthcare, particularly in diagnostic accuracy, through diverse data sets and leveraging AI technology for more inclusive healthcare.
Deep dives
The Shift to On-Premise AI Infrastructure
Enterprises are now transitioning from experimental AI phases to pinpointing where and how to apply this technology effectively for substantial economic impact. Focus is shifting towards identifying the best places to run AI workloads efficiently, ensuring economic viability, control, compliance, and addressing regulatory challenges. Efforts with ecosystem partners like NVIDIA aim to streamline decision-making complexity and simplify AI adoption.
The Concept of an AI Factory
AI introduces new infrastructure requirements, including GPUs for processing, vectorized data storage, and specialized networking. The AI factory embodies an infrastructure tailored to AI workloads, optimizing compute, data, and networking components. This paradigm shift necessitates redesigning or constructing specific infrastructure for AI operations, presenting a critical evolution in technology deployment.
Gender Disparities in Healthcare & the Role of Technology
Gender biases persist in healthcare, leading to misdiagnoses and underdiagnosis, particularly concerning heart attacks in women. Efforts are underway to address these biases, including ensuring diverse and balanced data sets for AI training and algorithms. Leveraging technology like AI presents opportunities to mitigate biases and improve diagnostics, highlighting the crucial need for inclusive and representative healthcare data.
Watch Carol and Tim LIVE every day on YouTube: http://bit.ly/3vTiACF. John Roese, Global Chief Technology Officer at Dell Technologies, discusses AI forcing a rethink of the data center. Elisabeth Staudinger, Managing Board Member for Siemens Healthineers, talks about creating social initiatives to close the gender health gap. Hosts: Carol Massar and Tim Stenovec. Producer: Paul Brennan.