宣传与实操脱节，谷歌内部吐槽AI编程短板

发表时间：2026-06-06 11:10:05

<article><section data-type="rtext"><p>【环球网科技综合报道】6月6日消息，据404 Media报道，作为全球科技巨头的谷歌在人工智能落地应用进程中出现内部认知分歧，公司管理层大力推进 AI 赋能软件开发，不少一线工程师却结合实操体验，对相关 AI 编程工具的实际效用提出不同意见。</p><p><i class="pic-con"></p><p>此前，谷歌首席执行官桑达尔・皮查伊公开表示，企业现阶段 75% 的新增代码依托人工智能生成，且相关代码均经过工程师审核确认，将 AI 辅助编程视作公司数字化研发的重要成果。但从企业内部反馈来看，一线技术从业者的实际工作感受与管理层宣传存在明显落差。</p>
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            <p>在谷歌内部交流平台 Memegen 上，近一年来涌现出大量围绕 AI 编程工具的吐槽内容与趣味配图，每当企业推出新款 AI 产品、迭代大模型或是自研编程 AI 工具 Jetski 出现运行故障时，相关讨论内容便会大幅增多，相关调侃类图文累计可达数百至数千份，不少内容获得内部员工点赞共鸣。部分配图结合产品发布会画面、热门影视形象等形式，直观展现研发人员面对 AI 生成代码的无奈心态，折射出基层从业者的真实工作困境。</p><p>据谷歌内部技术人员介绍，AI 工具虽能快速批量产出代码内容，但生成代码普遍质量参差不齐、规范性不足。原本由程序员承担的编码工作量被压缩，繁重的校验、修改、测试压力却转移至代码审核、项目测试、版本运维等后续环节。不少工程师需要耗费大量时间逐条核验 AI 产出代码，整体项目全流程耗时并未实现有效缩减，公司原有适配稳定研发节奏的工程体系、配套基础设施，与 AI 快速量产代码带来的提速要求产生矛盾，测试周期拉长、人工审核积压等新瓶颈接连显现。（纯钧）</p></section><img src='/image/155513-0' alt='宣传与实操脱节，谷歌内部吐槽AI编程短板'> </div>
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