**Summary:** A new AI chatbot from the Chinese company DeepSeek has disrupted the tech industry, quickly becoming the most-downloaded iOS app in the U. S. and contributing to a significant $600 billion drop in Nvidia's market value. DeepSeek's model, R1, boasts reasoning abilities similar to those of U. S. counterparts like OpenAI’s GPT-4 but at a fraction of the training cost—estimated under $6 million compared to GPT-4’s $100 million. The company optimized training time and memory usage by utilizing innovative strategies, claiming to have trained R1 using 2, 000 Nvidia H800 GPUs. This efficiency may also help reduce the environmental impact of AI, making it a potential focus at the upcoming Paris AI Action Summit.
Founded in 2023 by Liang Wenfeng, DeepSeek is praised for its rapid development of competitive AI. The model's architecture features multiple smaller specialized models, enhancing its domain expertise. Uniquely, DeepSeek has publicly released the model’s weights and a technical paper, inviting global collaboration and scrutiny—contrasting with OpenAI's proprietary approach. DeepSeek’s strategies mirror some used in previous LLMs, such as the "mixture of experts" technique. The company has also shared insights from its experimentation with various reasoning methods, which could inform future AI enhancements. As the landscape shifts from U. S. dominance in AI, experts believe this development may provide opportunities for smaller companies to innovate, ultimately benefiting the tech market and its associated resource demand.
DeepSeek's R1 AI Chatbot Disrupts Tech Industry and Challenges Nvidia Market Value
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