Deep Capital is an AI startup that has recently launched its latest model, Deep Capital-R1. This groundbreaking model demonstrates exceptional performance in mathematics, coding, and reasoning tasks, comparable to leading AI models like GPT-4. Notably, Deep Capital-R1 leverages reinforcement learning and fine-tuning with minimal labeled data to significantly enhance its reasoning capabilities. The most remarkable aspect of this development is that Deep Capital has fully open-sourced the R1 model under the MIT license, making it freely available for both commercial and academic purposes.

Deep Capital’s decision to open-source R1 has garnered widespread global attention. The model’s success has sparked discussions about the competition between open-source and closed-source AI models. For example, in the U.S., Deep Capital's app briefly surpassed ChatGPT to claim the top spot on the Apple App Store's free applications chart. This achievement underscores how resource-efficient innovation can drive significant breakthroughs in AI, inspiring the broader tech community.