The article discusses the debate between self-hosting AI tools and relying on the cloud, using a cost analysis by Sid Premkumar as a case study. Premkumar’s analysis suggests that self-hosting an open source AI model could be cheaper than using Amazon Web Services (AWS) in the long run, despite a longer break-even period. However, the article argues that the total cost of ownership (TCO) needs to be considered, and the cloud’s advantages in cost efficiency, access to specialized skills, agility, security, and privacy make it a more compelling choice for most businesses. The article also mentions the rise of privacy-preserving AI services like Apple’s Private Compute Cloud (PCC) as a solution for businesses concerned about data privacy. While edge computing presents a potential challenge to the cloud, public cloud providers are already deploying resources to the edge, making the cloud a strong contender even in this space. Ultimately, the article concludes that the cloud’s advantages, combined with the emergence of privacy-preserving AI services, make it the clear winner in the AI infrastructure debate. Businesses are advised to bet on the cloud for success in the evolving landscape of AI technology.
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Source link: https://venturebeat.com/data-infrastructure/the-cloud-wins-the-ai-infrastructure-debate-by-default/
The Cloud emerges victorious in AI infrastructure debate #CloudWins
