王强 腾讯研究院前沿科技研究中心主任 白惠天 腾讯研究院高级研究员 大模型浪潮席卷全球，我们正站在技术范式颠覆的临界点。智能不再仅仅是工具，更是驱动产业进化的 新基因。"智能+"除了技术嫁接，还是认知革命和生态重构，其本质是给千行百业植入新时代的基因。 智能+，是从依靠人的经验决策，升级到人机共同协作。不是靠AI来打造新工具，而是用AI来实现人与 人、人与机器的新合作。 人类擅长直觉判断、伦理权衡和创新突破，而AI强于海量数据分析、模式识别 与全时响应。如医疗领域，AI可快速筛查影像数据并标记异常，但最终诊断仍需医生结合临床经验与患 者个体情况综合判断。这种分工并非简单辅助，而是重构决策链条——人类聚焦战略层 （如价值观校准、 复杂问题定义等） ，AI执行战术层 （数据挖掘、方案生成等） 。未来，决策的终极形态不是机器替代人类，而 是人类驾驭机器的规模化智能。当医生在AI辅助下挽救更多生命、管理者借力AI数据透视商业迷局时， 人机协同将不仅是工具升级，更是认知边界的拓展。 智能+，是从追求确定性思维，转向不确定性下的动态持续优化。 随着大模型能力的不断升级，带来了 应用深度的渐次解锁。第一波以ChatGPT为 ...

Core Insights - The report discusses the transformative impact of AIGC (AI Generated Content) on the software development industry, highlighting a shift from traditional development paradigms to intelligent, multi-stack development models [1][16][18]. Group 1: Development Paradigm Revolution - Traditional software development faces challenges such as efficiency bottlenecks and talent mismatches, which AIGC technology aims to address by providing new solutions [1]. - AI development tools have evolved from simple code completion assistants to comprehensive partners that cover the entire development process, including requirement analysis, code generation, and testing [1][16]. - The introduction of platforms like Beike CodeLink allows developers to generate code frameworks through natural language descriptions, resulting in a 22.7% increase in code output while reducing the demand cycle by 10% [1][16]. Group 2: Talent Structure Transformation - The emergence of multi-stack engineers, or "π-type talents," is replacing traditional "T-type talents," driven by the capabilities enabled by AI [2]. - AI tools significantly lower the learning costs associated with switching between different technology stacks, allowing engineers to transition freely between front-end, back-end, and testing roles [2]. - Tools like Tencent Cloud AI Code Assistant and Alibaba Cloud Tongyi Lingma enhance coding efficiency by 40% and help build enterprise-level knowledge graphs [2]. Group 3: Industry-Level Intelligent Platforms - Intelligent development platforms exhibit characteristics such as full-process coverage, knowledge integration, and self-evolution [3]. - Beike KeTest Copilot reduces traditional testing times from hours to minutes through automated UI testing, while Alibaba Cloud's intelligent code review system intercepts thousands of potential defects daily, improving code quality by over 30% [3]. - The combination of low-code development and AI generation technologies opens new avenues for vertical industry transformation, with 80% of routine demands being automated [3]. Group 4: Organizational Capability Leap - The transformation extends beyond tool upgrades to a systemic restructuring of organizational capabilities, emphasizing a three-dimensional support system of technology, culture, and talent [4]. - Successful companies are establishing intelligent development platforms that cover the entire development chain and fostering an AI-first innovation culture [4]. - Beike's virtual team mechanism breaks down departmental barriers, while Tencent Cloud's developer growth system sees 80% of programmers using AI code assistants [4]. Group 5: Future Outlook - The software development industry is moving towards a "digital employee" era, where AI may handle over 50% of basic coding tasks within five years, allowing human engineers to focus on architectural innovation and complex problem-solving [5]. - The deepening of industrial internet integration provides a broad platform for intelligent development, with specialized models and industry knowledge creating new productivity paradigms [5]. - The report emphasizes that this transformation, driven by AIGC, is redefining efficiency standards and value creation in software development [5].

每经记者｜周逸斐 每经编辑｜陈星 她举了一个例子，团队研发的一款用于治疗非小细胞肺癌的双抗新药，这个药物目前已经在一项Ⅲ期关键性临床试验中， 对比国际标准治疗方案，实现疗效接近翻倍，这让团队感到欢欣鼓舞。当这个非常好的疗效数据公布在世界肺癌大会以及 国际期刊上以后，引发了产业界和国际医学界很大反响。 "年轻人不应该只盯着风口" 5月13日，国新办举行"新征程上的奋斗者"中外记者见面会。 党的十八大以来，我国大力推进新型工业化，加快制造业转型升级，涌现出一大批专精特新中小企业，数量已经超过了14 万家。其中，专精特新"小巨人"企业达到14600多家。这些企业都具有专业化、精细化、特色化和创新能力强的特征，在整 个产业中发挥了强链、固链、稳链的重要作用。 当天，来自"小巨人"企业的五位代表走进国新办发布厅，围绕"走专精特新之路 做大做强先进制造业"与记者交流。 通过科技创新研发出疗效更好、安全性更高的药品 专精特新中小企业是以专注、专业、专长见长，一般都在特定领域有自己的"绝活"。 广东中山康方生物医药有限公司临床运营资深总监夏梦莹表示："我们的'绝活'就是通过科技创新研发出疗效更好、安全性 更高的药品。在传统的 ...