China’s DeepSeek Launches “Intermediate” AI Model to Challenge the Frontier

Chinese AI company DeepSeek unveiled its new model DeepSeek-V3.2-Exp, describing it as an “intermediate step toward next-generation architecture.” The model features sparse attention mechanisms to enhance efficiency and reduce compute cost, while its API pricing is being cut by over 50%, aiming to intensify competition in the global AI landscape.

DAte

Sep 29, 2025

Category

Tech & AI

Reading Time

5–6 Minutes

According to Reuters, DeepSeek’s latest model V3.2-Exp introduces a new sparse attention mechanism, enabling more efficient handling of long sequences while reducing computational overhead.

The company also announced API price cuts of 50%+, positioning this release as a strategic move to pressure rivals both domestically (e.g. Alibaba’s Qwen) and internationally (e.g. OpenAI).

DeepSeek’s ambition is to use this intermediate model as a bridge until its next-generation architecture is ready, hoping that performance gains and cost reductions will attract adoption and momentum.

Key Highlights

  • DeepSeek releases V3.2-Exp, an “intermediate” model with sparse attention innovation

  • Applies 50%+ API pricing cuts to enhance competitiveness

  • The model is positioned as a precursor to next-gen architectures

  • Aims to push pressure on both Chinese and global AI rivals

Why This Matters

  1. Efficiency & cost breakthroughs: Innovations like sparse attention can reduce barriers for training and inference at scale.

  2. Aggressive pricing strategy: By cutting API costs deeply, DeepSeek aims to grow market share rapidly.

  3. Strategic positioning: Framing it as an intermediate model allows DeepSeek to iterate quickly and compete continuously.

  4. Global AI pressure: Moves from Chinese AI firms like DeepSeek will be watched closely by both domestic and international competitors.

Source
Reuters – Full Article

Author

Reuters

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