Hangzhou-based start-up DeepSeek is being recognized as a potential leader in open-source large language models by Nvidia research scientist Jim Fan, who describes it as 2025's "biggest dark horse." DeepSeek's innovative approach allows it to develop AI models with significantly lower investment compared to other companies, showcasing how resource constraints can drive remarkable reinvention in technology.