DeepSeek has released DeepSeek V3.2 as the successor to its V3.x line and an accompanying DeepSeek-V3.2-Speciale variant that the company positions as a high-performance, reasoning-first edition for agent/tool use. V3.2 builds on experimental work (V3.2-Exp) and introduces higher reasoning capability, a Speciale edition optimized for “gold-level” math/competitive programming performance, and what DeepSeek describes as a […]
How to Access DeepSeek-V3.2-Exp API
DeepSeek released an experimental model called DeepSeek-V3.2-Exp on September 29, 2025, introducing a new sparse-attention mechanism (DeepSeek Sparse Attention, or DSA) that targets much lower inference costs for long-context workloads — and the company simultaneously cut API prices by roughly half. This guide explains what the model is, the architecture/feature highlights, how to access and […]


