In this video, David Linthicum breaks down DeepSeek, the latest breakthrough in large language model technology. He explains how DeepSeek’s innovative Mixture-of-Experts architecture allows it to operate more efficiently than its competitors, using only a fraction of its 671 billion parameters at any given time. While DeepSeek offers impressive performance at significantly lower costs (9-13 times cheaper than GPT-4), Linthicum cautions enterprises against getting caught up in the hype. He emphasizes that while this technology represents an interesting development in AI, it’s just one more option in an increasingly crowded LLM marketplace. The key takeaway: enterprises should maintain a pragmatic approach, focusing on aligning AI investments with specific business needs rather than rushing to adopt every new breakthrough. This balanced perspective helps business leaders understand both DeepSeek’s potential and its practical limitations in the enterprise context.
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