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Deep DivesDeep analysis of DeepSeek V3.2 and V3.2 Special: DSA sparse attention for faster long-context processing, RL compute at 10% of pre-training, and Agent task synthesis across 1,800 environments.
Tech FrontiersDeepSeek releases V3.2-Exp with proprietary DeepSeek Sparse Attention (DSA) for faster long-context training and inference, plus API prices cut over 50%.