On Monday evening, December 1, 2025, the Chinese mainland AI tech company DeepSeek officially launched two new models: DeepSeek-V3.2 and its high-performance variant, DeepSeek-V3.2-Speciale. This move marks a bold stride in the global AI race, positioning DeepSeek alongside leading innovators.
According to company reports, DeepSeek-V3.2 harnesses a robust reinforcement learning protocol and scaled post-training computation to deliver performance on par with GPT-5. It strikes a rare balance between computational efficiency and advanced reasoning, making it a strong contender in dynamic language tasks and agent-based applications.
Its sibling, DeepSeek-V3.2-Speciale, pushes the envelope further. With a high-compute configuration, it outperforms GPT-5 and demonstrates reasoning abilities comparable to Google’s Gemini-3.0-Pro. The model’s prowess was underscored this year when it secured top honors at both the 2025 International Mathematical Olympiad and the International Olympiad in Informatics.
Behind these breakthroughs is DeepSeek’s proprietary Sparse Attention mechanism, which significantly reduces computational complexity in long-context scenarios without sacrificing accuracy. This innovation could reshape how AI systems manage extensive inputs, from document comprehension to real-time data analysis.
Founded in July 2023, DeepSeek has quickly carved out a niche in large language models and multimodal AI research. As competition heats up—with OpenAI revealing GPT-5 in August and Google introducing Gemini-3.0-Pro in November—the latest DeepSeek offerings underscore the rapid pace of AI advancement and the diverse approaches driving the field forward.
For young global citizens, entrepreneurs, and tech enthusiasts alike, DeepSeek’s V3.2 series represents both a technical milestone and a glimpse at the next wave of AI capabilities.
Reference(s):
DeepSeek launches new AI models with top efficiency and performance
cgtn.com
