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Research Recap | How is the Generative AI Landscape Evolving?

Making Sense

NOTE

Balancing Focus Between Training and Inference in AI

In the competitive landscape of training large language models, speed is key for cloud providers and AI companies. Training heavily relies on the latest GPUs like NVIDIA's upcoming generation. While training currently dominates spending, there is a shift towards inference and fine-tuning established models. As the focus moves towards efficient deployment and cost optimization of AI queries, the market will diversify from the current GPU-centric approach. Although today's market is dominated by GPUs, the demand is projected to shift towards inference over time.

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