<div><span><span style="font-size: 17px;font-weight: bold;">前言：Anthropic公司今天在其首届</span></span><span><span style="font-size: 17px;font-weight: bold;">“Code with Claude”开发者大会上，正式推出新</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">一代</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">AI旗舰模型：Claude Opus 4和Claude Sonnet 4</span></span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。新模型提升了一系列关键能力：</span></span><span><span><span><span style="font-weight: bold;">代码执行、强大记忆、MCP、1小时缓存</span><span style="font-size: 17px;font-weight: bold;">等</span></span></span></span><span><span style="font-size: 17px;font-weight: bold;">，使得构建强大的AI智能体成为可能，</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">Claude Opus 4甚至</span><span style="font-size: 17px;">在没有人干预的情况下自主工作</span></span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">长达7小时</span><span style="font-size: 17px;font-weight: bold;">。这些能力极大增强了Claude作为”虚拟协作伙伴“的潜力，让我们看到了AI帮助人类实现“超人工作”的可能性，</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">并将重塑未来工作方式和企业构建模式</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。</span></span></span></div><div><span><span></span></span></div><div style="text-align: center;"></div><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-wrap-mode: wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">一、Claude 4 简介</span></span></span></span></p><p><span><span><span style="font-size: 17px;">此次正式发布的Claude 4系列包含两个核心模型</span></span></span><span><span><span style="font-size: 17px;">：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">Claude Opus 4</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">被定义为Claude系列中</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">最强大、最智能</span></span></span><span><span><span style="font-size: 17px;">的模型</span></span></span><span><span><span style="font-size: 17px;">，尤其被誉为当前业界的“世界**编码模型”</span></span></span><span><span><span style="font-size: 17px;">。Opus 4在编码和智能体任务上表现卓越</span></span></span><span><span><span style="font-size: 17px;">，尤其擅长处理复杂、需要持续专注和大量步骤的长时间任务</span></span></span><span><span><span style="font-size: 17px;">。客户验证其可以在没有人干预的情况下自主工作</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">长达7小时</span></span></span><span><span><span style="font-size: 17px;">！它能深入理解你的代码库，规划新增功能，在代码迁移、重构等方面极其有效和准确</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">2</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">Claude Sonnet 4</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">作为Sonnet 3.7的</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">重大升级</span></span></span><span><span><span style="font-size: 17px;">，Sonnet 4在保持效率的同时，显著提升了智能和性能</span></span></span><span><span><span style="font-size: 17px;">。它非常适合</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">日常编码任务、应用开发和结对编程</span></span></span><span><span><span style="font-size: 17px;">，是效率与性能的完美平衡，可以成为你“始终在线的编码伙伴”</span></span></span><span><span><span style="font-size: 17px;">。GitHub、iGent等客户都对其在智能体场景、遵循复杂指令、清晰推理和应用开发方面的能力表示赞赏</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span><span style="font-size: 17px;">这两个模型都是</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">混合模型</span></span></span><span><span><span style="font-size: 17px;">，提供两种模式：</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">近乎即时响应</span></span></span><span><span><span style="font-size: 17px;">和用于深度思考的</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">扩展思考模式</span></span></span><span><span><span style="font-size: 17px;">。即使在非编码和非数学用例中，深度思考模式也被许多客户使用</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-size: 17px;font-weight: bold;">二</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><strong style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、Claude 4模型的亮点和核心能力解读</span></span></strong></span></p><p><span><span><span style="font-size: 17px;">Claude 4带来了一系列关键新能力，使得构建强大的AI智能体成为可能</span></span></span><span><span><span style="font-size: 17px;">。这些能力共同增强了Claude作为协作伙伴的潜力。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">代码执行能力 (Code Execution)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Claude现在不仅能编写代码，还能在</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">一个环境中运行代码</span></span></span><span><span><span style="font-size: 17px;">。这使其能够像数据分析师一样，分析原始数据、生成图表，并</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">迭代地优化代码和结果</span></span></span><span><span><span style="font-size: 17px;">。这意味着Claude可以承担需要数小时自主工作的任务</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">2</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">工具使用与编排 (Tool Use &amp; Orchestration)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Claude 4能够在</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">扩展思考过程中使用工具</span></span></span><span><span><span style="font-size: 17px;">，如</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">网络搜索</span></span></span><span><span><span style="font-size: 17px;">，从而获取实时信息并基于当前事件进行推理</span></span></span><span><span><span style="font-size: 17px;">。它们还能</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">并行处理多个工具</span></span></span><span><span><span style="font-size: 17px;">。Claude被视为Agent的“架构师和总承包商”，能够智能地编排所需的工具来解决复杂问题</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">3</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">强大的记忆能力 (Memory)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">这是一项关键突破</span></span></span><span><span><span style="font-size: 17px;">。当开发者赋予Claude访问本地文件的权限时，它能</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">跨会话维持记忆</span></span></span><span><span><span style="font-size: 17px;">，保存关键信息，随着时间推移建立知识库</span></span></span><span><span><span style="font-size: 17px;">。Opus 4在记忆能力上表现尤为突出</span></span></span><span><span><span style="font-size: 17px;">，能创建并维护“记忆文件”</span></span></span><span><span><span style="font-size: 17px;">，显著提升其在长时间任务中的表现和连贯性</span></span></span><span><span><span style="font-size: 17px;">。例如，Opus 4在玩宝可梦时能记下详细的训练笔记</span></span></span><span><span><span style="font-size: 17px;">。记忆对于长时间工作的智能体至关重要</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">4</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">指令遵循能力 (Instruction Following)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Claude 4在遵循复杂指令方面有显著提升</span></span></span><span><span><span style="font-size: 17px;">。即使系统提示（system prompt）很长（超过10,000 tokens），Claude也能更好地理解和遵循</span></span></span><span><span><span style="font-size: 17px;">。这使得开发者更容易引导Claude的行为</span></span></span><span><span><span style="font-size: 17px;">。Anthropic自己在使用Claude 4后，将其Claude AI的系统提示大小减少了70%以上</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">5</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">减少奖励欺骗行为 (Reduced Reward Hacking)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">之前的模型有时会通过“作弊”方式完成任务，比如硬编码测试结果</span></span></span><span><span><span style="font-size: 17px;">。Claude 4显著减少了这种行为</span></span></span><span><span><span style="font-size: 17px;">，在容易出现奖励欺骗的评估任务中，其发生倾向比Sonnet 3.7降低了65%</span></span></span><span><span><span style="font-size: 17px;">。这使得用户更能信任Claude会以正确的方式完成任务</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">6</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">模型上下文协议 (MCP) (Model Context Protocol)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">这是一个</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">通用转换器和连接器</span></span></span><span><span><span style="font-size: 17px;">，让AI智能体能够</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">无缝连接到你现有的系统和工具</span></span></span><span><span><span style="font-size: 17px;">。微软、谷歌、OpenAI、Block、Atlassian、Zapier、Linear等公司都在使用MCP</span></span></span><span><span><span style="font-size: 17px;">。它消除了为每个工具编写定制集成代码的需求</span></span></span><span><span><span style="font-size: 17px;">，被GitHub比作网络的HTTP协议</span></span></span><span><span><span style="font-size: 17px;">，是将知识融入智能体模型的方式</span></span></span><span><span><span style="font-size: 17px;">。社区已构建了超过3,000个基于MCP的集成</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">7</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">文件API (Files API)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">简化了开发者访问和存储文档的方式</span></span></span><span><span><span style="font-size: 17px;">。可用于实现记忆功能，让Claude读写记忆文件</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">8</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">Prompt缓存升级 (Prompt Caching Upgrade)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">这是开发者呼声最高的功能之一</span></span></span><span><span><span style="font-size: 17px;">。现在可以将Prompt缓存</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">长达1小时</span></span></span><span><span><span style="font-size: 17px;">（之前是5分钟）</span></span></span><span><span><span style="font-size: 17px;">，大幅提升了时长。这显著</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">降低了长Prompt的成本高达90%</span></span></span><span><span><span style="font-size: 17px;">，</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">延迟降低了85%</span></span></span><span><span><span style="font-size: 17px;">，使得大规模Agent应用在成本和性能上变得可行</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span><span style="font-size: 17px;">这些能力的结合，特别是代码执行、工具使用和增强的记忆，</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">根本性地改变了AI智能体能力边界</span></span></span><span><span><span style="font-size: 17px;">。它们可以拥有完整的上下文，即使在长时间、多步骤的任务中也能维持专注</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><div style="text-align: center;"></div><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-size: 17px;font-weight: bold;">三</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><strong style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、Claude 4模型的基准测试结果</span></span></strong></span></p><p><span><span><span style="font-size: 17px;">Claude 4在多个基准测试上的表现出色。</span></span></span></p><p><span><span></span></span></p><p><span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">Opus 4</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">在SWE-bench Verified（72.5%）和Terminal-bench（43.2%）等测试中领先</span></span></span><span><span><span style="font-size: 17px;">。特别是在SWE-bench Verified这一衡量实际软件工程任务表现的基准上表现出色</span></span></span><span><span><span style="font-size: 17px;">。使用更高计算资源（并行尝试、结果筛选）时，Opus 4的SWE-bench分数可达79.4%</span></span></span><span><span><span style="font-size: 17px;">。这进一步巩固了其“世界**代码模型”的地位</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">2</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">Sonnet 4</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">在SWE-bench上也表现强劲，达到72.7%</span></span></span><span><span><span style="font-size: 17px;">。在某些编码基准上甚至能与Opus 4媲美</span></span></span><span><span><span style="font-size: 17px;">。使用更高计算资源时，Sonnet 4的SWE-bench分数可达80.2%</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;">总体而言，Claude 4模型在编码、推理、多模态能力和智能体任务上都展现了强大的性能</span></span><span><span><span style="font-size: 17px;">。Anthropic也提到，基准测试并不能完全反映模型在实际应用中的全部能力</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-size: 17px;font-weight: bold;">四</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><strong style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、应用前景</span></span></strong></span></p><p><span><span><span style="font-size: 17px;">Claude 4的能力扩展为各行各业带来了广泛的应用前景。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">软件开发</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Opus 4和Sonnet 4都能作为强大的编码伙伴</span></span></span><span><span><span style="font-size: 17px;">。Claude Code智能体编码工具现在已</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">可用（Generally Available）</span><span style="font-size: 17px;font-weight: normal;">并</span></span></span><span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span><span style="font-size: 17px;font-weight: normal;">支持</span><span style="font-size: 17px;">：</span></span></span></span><span><br/></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1）与主流</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">IDE（VS Code/JetBrains）集成</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">实时查看并接受或反馈代码修改</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">2）通过</span></span><span><span><span style="font-size: 17px;font-weight: bold;">Claude Code SDK与</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">GitHub集成：</span></span></span><span><span><span style="font-size: 17px;">可在 PR 或 Issue 中响应评审反馈、修复 CI 错误或自动更新文档。</span></span></span></p><div><span style="font-weight: 600;"><span><span style="font-size: 17px;">3）支持大规模代码迁移：</span><span style="font-size: 17px;font-weight: normal;">Anthropic 已在内部用于大规模代码迁移并显著缩短新人上手时间。</span></span></span></div><p><span><span style="font-size: 17px;font-weight: bold;">4）支持</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">并行运行多个实例</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">处理如修复测试、提高覆盖率、进行 On-call 值班等任务</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">5）甚至自主完成复杂编程任务：</span></span><span><span><span style="font-size: 17px;">例如为开源项目&nbsp;</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">Excalidraw 添加表格组件</span></span></span><span><span><span style="font-size: 17px;">，涵盖代码编写、测试、创建 PR 及更新文档等全流程</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div><span><span><span style="font-size: 17px;font-weight: bold;">Claude Code智能体编码工具显著</span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">提高开发效率</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">，将需要数天完成的任务缩短到数小时甚至更短</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。</span></span></span></span></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: center;"></div><p><span><span><span style="font-size: 17px;">对于开发者，Boris分享了一些实用技巧</span></span></span><span><span><span style="font-size: 17px;">：</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">从代码库Q&amp;A开始</span></span></span><span><span><span style="font-size: 17px;">，了解代码结构；利用Claude MD文件提供上下文和团队知识</span></span></span><span><span><span style="font-size: 17px;">；使用工具让Claude检查自己的工作（如运行测试）</span></span></span><span><span><span style="font-size: 17px;">；在编写代码前让Claude先</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">头脑风暴或制定计划</span></span></span><span><span><span style="font-size: 17px;">。Prompt缓存功能则能显著降低长Prompt的成本</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span><span style="font-size: 17px;color: #0052FF;">访问链接：</span></span><span><br/></span></span></p><p><span><span><span style="font-size: 17px;color: #0052FF;">https://www.youtube.com/watch?v=6eBSHbLKuN0&amp;t=506s</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">2</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;font-weight: bold;">、</span></span><span><span style="font-size: 17px;font-weight: bold;">企业应用</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：Claude平台已经为各领域的AI交付提供支持</span></span></span><span><span><span style="font-size: 17px;">。例如，TurboTax利用Claude提供税务解释；Novo Nordisk使用Claude起草临床研究报告，将原本15周的任务缩短到不足10分钟</span></span></span><span><span><span style="font-size: 17px;">；Thompson Reuters利用Claude为其法律分析提供支持</span></span></span><span><span><span style="font-size: 17px;">。MCP连接器使得Claude能与Sentry、Zapier、Asana等多种企业工具无缝集成</span></span></span><span><span><span style="font-size: 17px;">。AI Agent能帮助初创公司并行运行实验，提高企业效率</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span><span style="font-size: 17px;font-weight: bold;">平台主要组件和能力包括：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1）基础服务 (Foundation)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">2）强大的智能体构建模块 (Powerful Agent Building Blocks)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">3）核心连接能力 (Core Connecting Capability)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">4）开发者工具和资源 (Developer Tools and Resources)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">5）agentic Tools &amp; Applications (智能体工具和应用)</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span></span></span></p><p><span><span><span style="font-size: 17px;">平台支持</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">API的自由组合</span></span></span><span><span><span style="font-size: 17px;">，Claude 可以智能地编排这些工具来处理复杂的任务，实现</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">智能体编排</span></span></span><span><span><span style="font-size: 17px;">，而非硬编码的工作流</span></span></span><span><span><span style="font-size: 17px;">。以</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">帮助开发者更快、更好地交付AI。</span></span></span></p><p><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">另</span></span></span><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">GitHub Copilot当前已支持Claude Sonnet 4 和 Opus 4 模型</span></span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">。GitHub推出</span></span><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">采用</span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">MCP (Model Context Protocol)，</span></span></span></span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">由Claude Sonnet驱动的异步“同行编程”的</span></span></span></span><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">GitHub Copilot编程智能体</span></span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">，</span></span></span><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">未来</span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">GitHub将</span></span></span></span><span style="font-weight: 600;color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">集成 Claude Code 及其 SDK 到 GitHub 的 Agent 平台，为开发者提供</span></span></span><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span><span style="font-size: 17px;font-weight: normal;">更直观、高效的体验。</span></span></span></p><p><span style="color: #;font-family: &quot;Google Sans Text&quot;, &quot;Google Sans&quot;, sans-serif;font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: pre-wrap;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">3</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、</span><span style="font-size: 17px;font-weight: bold;">数据分析与研究</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">代码执行能力使Claude能像数据分析师一样工作</span></span></span><span><span><span style="font-size: 17px;">。生物医学和科学研究也是Opus 4极具潜力的领域</span></span></span><span><span><span style="font-size: 17px;">。它也能用于ML建模</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">4</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、</span><span style="font-size: 17px;font-weight: bold;">AI Agent的发展</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Claude 4是构建更强大的AI Agent的基础</span></span></span><span><span><span style="font-size: 17px;">。这些Agent可以长时间自主工作</span></span></span><span><span><span style="font-size: 17px;">，并行处理任务</span></span></span><span><span><span style="font-size: 17px;">，甚至可能改变未来的软件工程模式，让开发者更多地成为“管理人力Agent”</span></span></span><span><span><span style="font-size: 17px;">。CEO Dario Amade大胆预测，</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">到2026年可能会出现只有一名人类员工的十亿美元公司</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">5</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、</span><span style="font-size: 17px;font-weight: bold;">更广泛影响</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Anthropic认为，AI正加速产品构建，提高企业效率</span></span></span><span><span><span style="font-size: 17px;">。AI降低了软件生产的成本</span></span></span><span><span><span style="font-size: 17px;">，未来可能会出现为特定事件、在几秒内以极低成本生成定制软件的场景</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-size: 17px;font-weight: bold;">五</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><strong style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、如何快速体验Claude 4</span></span></strong></span></p><p><span><span><span style="font-size: 17px;">想亲身体验Claude 4的强大能力？现在有多种途径</span></span></span><span><span><span style="font-size: 17px;">：</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">1）Claude.ai</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">直接访问Claude的网页界面</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span style="font-size: 17px;font-weight: bold;">2）Anthropic API</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">开发者可以通过API访问Claude 4模型</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">3）Claude Code</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">这款Agent编码工具已普遍可用</span></span></span><span><span><span style="font-size: 17px;">。可以通过简单的命令行安装</span></span></span><span><span><span style="font-size: 17px;">。VS Code和JetBrains的集成也在Beta中提供</span></span></span><span><span><span style="font-size: 17px;">。GitHub集成（Beta）可以通过命令安装</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span style="font-size: 17px;font-weight: bold;">4）云平台</span></span><span><span><span style="font-size: 17px;font-weight: bold;">：</span><span style="font-size: 17px;">Claude 4模型也可在Amazon Bedrock和Google Cloud的Vertex AI平台上使用</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span><span style="font-size: 17px;">请注意，目前免费用户只能使用Sonnet 4模型，而付费用户（Pro, Max, Team, Enterprise计划）可以使用Opus 4和Sonnet 4，并享用扩展思考模式</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="font-size: 17px;font-weight: bold;">六</span></span><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 17px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: #FFFFFF;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: 600;"><strong style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgba(0, 0, 0, 0.9);font-family: &quot;PingFang SC&quot;, system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16.002px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;"><span style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="font-size: 17px;">、Claude 4 未来展望</span></span></strong></span></p><p><span><span><span style="font-size: 17px;">Anthropic的愿景是通过构建强大、有益且值得信赖的AI系统来</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">赋能开发者，让</span></span></span><span><span><span style="font-size: 17px;">AI成为增强人类能力的倍增器</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span><span><span style="font-size: 17px;">首席执行官Dario Amade认为，AI正走向更高的自主性</span></span></span><span><span><span style="font-size: 17px;">。未来的软件工程工作可能更多是“管理人力Agent”</span></span></span><span><span><span style="font-size: 17px;">。他还对Claude 4在</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">网络安全和生物医学/科学研究</span></span></span><span><span><span style="font-size: 17px;">领域的潜力感到兴奋</span></span></span><span><span><span style="font-size: 17px;">。他甚至大胆预测，到</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">2026年可能会出现只有一名人类员工的十亿美元公司</span></span></span><span><span><span style="font-size: 17px;">！</span></span></span></p><p><span><span><span style="font-size: 17px;">Anthropic也非常重视</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">安全和可信赖性</span></span></span><span><span><span style="font-size: 17px;">。他们引入了</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">架构安全检查点</span></span></span><span><span><span style="font-size: 17px;">，确保在关键决策时保留人类监督</span></span></span><span><span><span style="font-size: 17px;">，并通过</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">可解释性研究</span></span></span><span><span><span style="font-size: 17px;">来理解模型的内部运作，从而更好地引导它们</span></span></span><span><span><span style="font-size: 17px;">。他们认为，</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">安全和能力是可以同步前进的</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><div style="text-align: center;"></div><p><span><span><span style="font-size: 17px;">Anthropic的旅程仍在继续。他们计划持续改进Claude 4系列模型，</span></span></span><span><span><span style="font-size: 17px;">未来的重点将继续围绕强大的Agent工具、更深入的上下文集成和高效的规模化</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><div style="text-align: center;"></div><p><span><span><span style="font-size: 17px;">Dario给开发者最重要的建议是：</span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;">“要有雄心”</span></span></span><span><span><span style="font-size: 17px;">。去构建那些你认为可能不可能实现的事情，因为下一代模型可能很快就会让它成为现实</span></span></span><span><span><span style="font-size: 17px;">。</span></span></span></p><p><span style="font-weight: 600;"><span><span style="font-size: 17px;">结语</span></span></span></p><p><span><span><span style="font-size: 17px;font-weight: bold;">Anthropic发布的Claude 4及其一系列平台和工具能力</span></span><span><span><span style="font-weight: bold;">（如代码执行、强大的记忆、MCP、1小时缓存等）</span><span style="font-size: 17px;font-weight: bold;">，从根本</span></span></span></span><span style="font-weight: 600;"><span><span style="font-size: 17px;font-weight: bold;">改变了AI智能体的能力边界</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。它们正在加速各行各业的创新和效率提升</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。从强大的编码助手到能长时间自主完成复杂任务的智能体，Claude 4让我们看到了AI帮助人类实现“超人工作”的可能性</span></span></span><span><span><span style="font-size: 17px;font-weight: bold;">。</span></span></span></p><p style="display: none;"></p>