📄 中文摘要
Google 最近发布了 Gemini 3.1 Pro，使得大型语言模型（LLM）领域更加引人注目。随着今年多个重要模型的发布，开发者们迎来了基础模型的黄金时代。Gemini 3.1 Pro 在上下文窗口大小方面继续领先，但更重要的是其在深度回忆准确性上的提升。之前版本在长上下文中容易丢失信息，而新版本则有效解决了这一问题，提升了信息的准确回忆能力。这些改进将为开发者提供更强大的工具，推动 AI 应用的发展。
Gemini 3.1 Pro 发布 — 变化及其重要性
出处: Gemini 3.1 Pro Just Dropped — Here's What Changed and Why It Matters
发布: 2026年2月20日
📄 English Summary
Gemini 3.1 Pro Just Dropped — Here's What Changed and Why It Matters
Google has recently released Gemini 3.1 Pro, making the landscape of large language models (LLMs) even more intriguing. With several major model releases this year, developers are experiencing a golden age of foundation models. Gemini 3.1 Pro continues to lead in context window size, but the key improvement lies in its enhanced recall accuracy at depth. Previous versions struggled with information loss in long contexts, a challenge that the new version effectively addresses, improving the accuracy of information recall. These advancements will provide developers with more powerful tools, driving the evolution of AI applications.