Published: Sunday, December 29, 2024 · 2:50 PM | Updated: Sunday, December 29, 2024 · 2:50 PM
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The AI computing market is poised for a significant transformation by 2025, presenting opportunities for smaller companies. Currently, Nvidia dominates the AI computing sector, holding an estimated 90% market share. However, evolving workloads could benefit competitors like Groq, Positron AI, and SambaNova Systems, which are focusing on inference to challenge Nvidia’s dominance.
Thomas Sohmers, CEO of Positron AI, predicts that by 2024, most AI computing spending will shift towards inference. This shift is expected to continue along an exponential growth curve. Inference involves the computation needed to generate responses to user queries, whereas training involves teaching models the knowledge required to provide answers.
Startups are optimizing their strategies to capture a portion of Nvidia’s market share. Nvidia’s CEO, Jensen Huang, acknowledges benefiting from these innovations. The challengers are betting that new AI post-training strategies will benefit all inference chip suppliers by 2025.
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