DeepSeek unveiled V3.2 and V3.2-Speciale two new open-source large language models. The standard V3.2 balances inference efficiency with strong reasoning, making it suitable for everyday tasks.
The Speciale variant pushes performance to the limits: it delivers gold-level results on challenging math benchmarks including the 2025 Olympiad exams, and reportedly competes head-to-head with GPT-5 and Gemini 3 Pro on coding, logic, and reasoning tasks.
With an innovative “Sparse Attention” architecture reducing compute costs and enabling long-context reasoning, this release challenges the assumption that top-tier AI must remain proprietary.
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