Core Insights - DeepSeek has released two new models, DeepSeek-V3.2 and DeepSeek-V3.2-Speciale, which have garnered attention for their performance in comparison to leading models like OpenAI's GPT-5 and Google's Gemini3 Pro [1][2] Model Features - DeepSeek-V3.2 is designed as a high-efficiency assistant with strong reasoning and agent capabilities, aimed at automating complex tasks such as report generation and coding [2] - DeepSeek-V3.2-Speciale focuses on solving high-difficulty mathematical problems and academic research, pushing the limits of open-source model reasoning [2] Technological Innovations - The new models incorporate two significant breakthroughs: Domain-Specific Architecture (DSA) and Thinking Tool Invocation technology [2] - DSA enhances efficiency by allowing the model to retrieve only the most relevant information, reducing resource consumption [2] - Thinking Tool Invocation enables multi-round reasoning and tool usage, allowing the model to think, execute, and iterate on tasks autonomously [2] Market Positioning - The release of these models aims to bridge the performance gap between open-source and closed-source models, providing a competitive edge for open-source development [3][4] - DeepSeek's focus on practicality and generalization is intended to create pressure on closed-source vendors, transforming aspirations into competitive realities [4] Community Engagement - DeepSeek has updated its official web platform, app, and API to the new version, while the Speciale version is currently available only as a temporary API for community evaluation [4]