Seek .(US:SKLTY) Jin Rong Jie·2026-01-27 07:56Core Insights - DeepSeek has launched its new model, DeepSeek-OCR 2, which utilizes the innovative DeepEncoder V2 method to dynamically rearrange image components based on their meaning, enhancing visual encoding logic similar to human perception [1] - The release of DeepSeek-OCR 2 comes approximately four months after the first version, indicating a rapid development cycle [1] - DeepSeek's approach contrasts traditional OCR by converting text information into visual images for efficient understanding, addressing challenges in processing long texts [1] Model Developments - The core component of DeepSeek's technology, the visual encoder, is believed to simulate the human brain's forgetting mechanism, providing a clear technical path for integrating optical and quantum computing in large language models (LLMs) [2] - Following the release of the V3 model in late 2024, DeepSeek is expected to unveil its next flagship model, DeepSeek V4, in February 2025, although the company has not confirmed this [2] - The DeepSeek-V3.1 upgrade features a hybrid reasoning architecture that supports both thinking and non-thinking modes, improving response efficiency and agent capabilities through post-training optimization [2] Performance Metrics - DeepSeek-V3.2 and its enhanced version, DeepSeek-V3.2-Speciale, reportedly achieve reasoning capabilities comparable to GPT-5, significantly reducing output length and computational costs compared to competitors [3] - DeepSeek-R1, launched on January 20, 2025, claims performance on par with OpenAI's models while maintaining a remarkably low inference cost of $294,000, with total training costs still below those of major international competitors [3] Market Impact - On January 27, 2025, DeepSeek topped the free app download charts in both the U.S. and China, surpassing ChatGPT, which has led to a significant revaluation of Chinese assets in the stock market [4] - Following DeepSeek's rise, indices related to computing power and cloud computing in the A-share market surged over 40%, with several stocks experiencing substantial gains [4] - The potential for DeepSeek to replicate its previous success in the market remains a point of interest for investors and analysts [4]