Claude Opus 4.6 为企业 AI 释放前所未有的上下文窗口和代码功能

Anthropic 的 Claude Opus 4.6 通过 1M 代币上下文窗口和卓越的代码生成设定了新基准，改变了企业 AI 工作流程。

Anthropic, a name synonymous with cutting-edge AI, has just dropped a bombshell: Claude Opus 4.6. This isn't just another incremental update; it's a significant leap forward, particularly for knowledge work and agentic coding tasks. With a staggering one-million-token context window and souped-up code capabilities, Opus 4.6 is poised to redefine how enterprises tackle their most complex challenges.

Anthropic，一个尖端人工智能的代名词，刚刚发布了一个重磅炸弹：Claude Opus 4.6。这不仅仅是另一个增量更新；这是一个重大的飞跃，特别是对于知识工作和代理编码任务而言。凭借令人惊叹的一百万代币上下文窗口和增强的代码功能，Opus 4.6 有望重新定义企业应对最复杂挑战的方式。

The Million-Token Marvel: A Context Window That Changes the Game

百万代币奇迹：改变游戏规则的上下文窗口

Perhaps the most eye- popping feature of Claude Opus 4.6 is its beta one-million-token context window. For the uninitiated, that's enough digital real estate to process entire codebases, reams of legal documents, or vast spreadsheets in a single go. This monumental expansion, a first for the Claude Opus family, means the model can now hold incredibly long and intricate conversations or analyze massive datasets without losing its train of thought. Imagine an AI that can review a multi-million-line codebase for migration, as reported by SentinelOne's Chief AI Officer, Gregor Stewart, who noted Opus 4.6 "handled a multi-million-line codebase migration like a senior engineer" and finished in half the time. This isn't just about reading more; it's about reasoning more deeply across expansive inputs, a capability evidenced by its impressive 76% score on the MRCR v2 "needle-in-a-haystack" benchmark, a stark contrast to previous models.

也许 Claude Opus 4.6 最令人瞠目结舌的功能是它的 beta 百万代币上下文窗口。对于外行来说，这足以一次性处理整个代码库、大量法律文档或大量电子表格。这一具有里程碑意义的扩展对于 Claude Opus 家族来说是第一次，意味着该模型现在可以进行非常长且复杂的对话或分析大量数据集，而不会失去思路。想象一下，一个人工智能可以审查数百万行代码库以进行迁移，正如 SentinelOne 首席人工智能官 Gregor Stewart 所报告的那样，他指出 Opus 4.6“像高级工程师一样处理数百万行代码库迁移”，并且只用了一半的时间就完成了。这不仅仅是多读书；它涉及对广泛输入进行更深入的推理，MRCR v2“大海捞针”基准测试中 76% 的令人印象深刻的得分证明了这一能力，这与之前的模型形成了鲜明的对比。

Code Whisperer: Opus 4.6's Enhanced Coding Prowess

Code Whisperer：Opus 4.6 增强的编码能力

Code generation has always been a strong suit for Anthropic's models, and Opus 4.6 raises the bar even further. It's designed to not just generate code, but to understand and interact with entire codebases, referencing them for more accurate and comprehensive outputs. This translates into industry-leading performance on benchmarks like Terminal-Bench 2.0, where it scored 65.4%, and a formidable 1,606 at GDPval-AA Elo for economically valuable knowledge work. For developers, this means a more capable co-pilot that can assist with everything from bug detection in complex systems to implementing intricate new features across vast projects. The ability to "use entire code bases for reference" is a game-changer, promising fewer errors and more efficient development cycles.

代码生成一直是 Anthropic 模型的强项，而 Opus 4.6 进一步提高了标准。它的设计目的不仅是生成代码，还可以理解整个代码库并与之交互，引用它们以获得更准确和更全面的输出。这意味着在 Terminal-Bench 2.0 等基准测试中处于行业领先的表现，得分为 65.4%，在 GDPval-AA Elo 中，对于具有经济价值的知识工作，得分高达 1,606。对于开发人员来说，这意味着一个更有能力的副驾驶，可以协助处理从复杂系统中的错误检测到在大型项目中实现复杂的新功能等各种事务。 “使用整个代码库作为参考”的能力改变了游戏规则，有望减少错误并提高开发周期的效率。

Enterprise Breakthroughs and Smarter Controls

企业突破和更智能的控制

Anthropic isn't just showing off raw power; they're making it practical for the enterprise. Claude Opus 4.6 is engineered for real-world business applications, demonstrated by new integrations with Microsoft 365, including improved data processing for Excel and native slideshow support for PowerPoint. Customers are already seeing significant gains. Joel Hron, CTO at Thomson Reuters, praised the model's "meaningful leap in long-context performance" for handling large bodies of information with consistency, crucial for complex research workflows. Box's Head of AI, Yashodha Bhavnani, reported a 10% performance lift, reaching 68% in multi-source analysis across legal, financial, and technical content. Even IT operations are getting a boost, with Rakuten's General Manager, AI, Yusuke Kaji, highlighting how Opus 4.6 autonomously closed 13 issues and assigned 12 to the right teams in a single day. Beyond its inherent intelligence, developers gain finer control through new API features like 'adaptive thinking' and configurable 'effort' levels, allowing them to balance performance with cost and latency. And for those marathon digital conversations, 'context compaction' in beta will help free up window space, keeping the dialogue flowing without a hitch.

人择不仅仅是炫耀原始力量；他们正在使其对企业切实可行。 Claude Opus 4.6 专为现实世界的业务应用程序而设计，与 Microsoft 365 的新集成证明了这一点，包括改进的 Excel 数据处理和对 PowerPoint 的本机幻灯片支持。客户已经看到了显着的收益。汤森路透首席技术官 Joel Hron 称赞该模型“在长上下文性能方面实现了有意义的飞跃”，能够以一致性处理大量信息，这对于复杂的研究工作流程至关重要。 Box 的人工智能主管 Yashodha Bhavnani 表示，在法律、财务和技术内容的多源分析中，性能提升了 10%，达到 68%。甚至 IT 运营也得到了提升，Rakuten 的 AI 总经理 Yusuke Kaji 重点介绍了 Opus 4.6 如何在一天内自动解决 13 个问题并将 12 个问题分配给正确的团队。除了其固有的智能之外，开发人员还可以通过“自适应思维”和可配置的“努力”级别等新 API 功能获得更精细的控制，从而使他们能够在性能与成本和延迟之间取得平衡。对于那些马拉松式的数字对话，测试版中的“上下文压缩”将有助于释放窗口空间，保持对话流畅。

The Future is Now, and It's Chatting with Your Code

未来就在眼前，它正在与您的代码对话

With Claude Opus 4.6, Anthropic isn't just pushing the boundaries of what AI can do; they're fundamentally reshaping how businesses interact with information and code. The combination of an immense context window, advanced coding capabilities, and enterprise-grade integrations paints a picture of a future where AI agents seamlessly handle complex tasks, allowing human teams to focus on higher-level strategy and innovation. And for those wondering about the bottom line, it's available at the same price as its predecessor. So, if your codebase is getting a little too chatty for your current AI, or your legal documents are starting to feel like a never-ending novel, perhaps it's time to introduce them to Claude Opus 4.6. It might just be the most intelligent conversation you'll have all week.

借助 Claude Opus 4.6，Anthropic 不仅突破了人工智能的极限，而且还突破了人工智能的极限。它们从根本上重塑了企业与信息和代码交互的方式。巨大的上下文窗口、先进的编码功能和企业级集成的结合描绘了人工智能代理无缝处理复杂任务的未来图景，使人类团队能够专注于更高层次的战略和创新。对于那些想知道底线的人来说，它的价格与其前身相同。因此，如果您的代码库对于当前的 AI 来说有点过于繁琐，或者您的法律文档开始感觉像一本永无止境的小说，也许是时候向他们介绍 Claude Opus 4.6 了。这可能是你这一周最有智慧的对话。