(Bloomberg) — DeepSeek, a Chinese artificial-intelligence startup that’s just over a year old, has stirred awe and consternation in Silicon Valley after demonstrating AI models that offer comparable performance to the world’s best chatbots at seemingly a fraction of their development cost.
DeepSeek’s emergence may offer a counterpoint to the widespread belief that the future of AI will require ever-increasing amounts of computing power and energy.
Global technology stocks tumbled on Jan. 27 as hype around DeepSeek’s innovation snowballed and investors began to digest the implications for its US-based rivals and AI hardware suppliers such as Nvidia Corp.
DeepSeek was founded in 2023 by Liang Wenfeng, the chief of AI-driven quant hedge fund High-Flyer. The company develops AI models that are open-source, meaning the developer community at large can inspect and improve the software. Its mobile app surged to the top of the iPhone download charts in the US after its release in early January.
The app distinguishes itself from other chatbots like OpenAI’s ChatGPT by articulating its reasoning before delivering a response to a prompt. The company claims its R1 release offers performance on par with the latest iteration of ChatGPT. It is offering licenses for individuals interested in developing chatbots using the technology to build on it, at a price well below what OpenAI charges for similar access.
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DeepSeek says R1’s performance approaches or improves on that of rival models in several leading benchmarks such as AIME 2024 for mathematical tasks, MMLU for general knowledge and AlpacaEval 2.0 for question-and-answer performance. It also ranks among the top performers on a UC Berkeley-affiliated leaderboard called Chatbot Arena.
Though not fully detailed by the company, the cost of training and developing DeepSeek’s models appears to be only a fraction of what’s required for OpenAI or Meta Platforms Inc.’s best products. The greater efficiency of the model puts into question the need for vast expenditures of capital to acquire the latest and most powerful AI accelerators from the likes of Nvidia. It also focuses attention on US export curbs of such advanced semiconductors to China — which were intended to prevent a breakthrough of the sort that DeepSeek appears to represent.