月度归档:2025年09月

Re-reading Drucker in Times of Change: Innovation, Cognition, and the Art of Future Judgment

在变革时代重读德鲁克:创新、认知与未来判断力

看完了《德鲁克全书》中文版,这本书系统梳理了彼得·德鲁克在管理学领域的核心思想,并将其分散于多部著作中的理念整合成一套完整、清晰的知识体系。尤为可贵的是,书中为每一个管理观点都配以中国及全球过去几十年的真实商业案例,使理论不再抽象,而真正“落地”于现实场景。

然而,面对当下经济下行压力加剧、人工智能迅速接管工作与决策的“双刃剑”时代,我们更需思考:如何真正理解知识的价值?如何持续保持组织与个体的创新能力?又该如何提升对未来的判断力?

德鲁克早已指出:“真正的不确定性不在于变化本身,而在于我们是否具备应对变化的认知框架。” 在AI加速替代重复性劳动的今天,“知识工作者” 的角色愈发重要——他们不是执行指令的机器,而是能提出问题、整合信息、做出判断的“决策主体”。这正呼应了德鲁克所强调的“管理的本质是实践,其验证不在于逻辑,而在于成果”。

本书让我深刻意识到:

1. 

创新不是偶然的灵感,而是有目的的系统实践 —— 德鲁克在《创新与企业家精神》中早已阐明,创新可被管理、被规划、被组织化;

2. 

目标管理(MBO)的核心是自我驱动,而非上级控制 —— 在远程办公、灵活组织兴起的今天,激发内在动机比下达指标更重要;

3. 

管理者的第一责任是“定义正确的问题” —— 在信息过载的时代,判断力比执行力更稀缺,也更关键。

经济下行并不可怕,可怕的是思维的停滞。AI可以处理数据,但无法替代人类的价值判断、战略远见与人文关怀。德鲁克的智慧提醒我们:未来属于那些能持续学习、保持清醒认知、并敢于为不确定性负责的人。

在这个技术狂奔的时代,我们更需要回归管理的本质——激发人的潜能,创造真正的价值,承担社会的责任。 《德鲁克全书》不仅是一本管理读物,更是一盏指引我们穿越不确定性的思想明灯。

After finishing the Chinese edition of The Drucker Compendium, I was struck by how systematically it synthesizes Peter Drucker’s core management philosophies into a coherent and accessible framework. What makes this book especially valuable is its use of real-world case studies—from China and around the globe over the past decades—to illustrate each key concept, transforming abstract theories into tangible, actionable insights.

Yet, in today’s context of economic downturns and the rapid rise of AI reshaping every industry, a deeper question emerges: How do we truly understand knowledge? How can we sustain innovation? And perhaps most importantly, how do we cultivate the judgment needed to navigate an uncertain future?

As Drucker once implied, “The problem is not change itself, but whether we possess the cognitive frameworks to respond to it.” In an era where AI is rapidly taking over routine tasks, the role of the “knowledge worker” becomes more critical than ever—not as a passive executor, but as an active decision-maker capable of asking the right questions, integrating complex information, and exercising judgment. This is precisely what Drucker meant when he said, “Management is practice, and its test is results, not logic.”

This book reminded me of several timeless truths:

1. 

Innovation is not random inspiration—it is purposeful, systematic work. As Drucker argued in Innovation and Entrepreneurship, innovation can and should be managed, organized, and led.

2. 

The essence of Management by Objectives (MBO) is self-direction, not top-down control. In the age of remote work and agile teams, fostering intrinsic motivation matters more than setting rigid KPIs.

3. 

A manager’s first responsibility is to define the right problems. When information overload is the norm, judgment has become rarer—and more valuable—than execution.

An economic slowdown is not the real threat; intellectual stagnation is. AI can process data, but it cannot replace human values, strategic foresight, or moral responsibility. Drucker’s wisdom reminds us: The future belongs to those who can keep learning, maintain clarity of thought, and courageously take responsibility for uncertainty.

In this age of technological acceleration, we must return to the essence of management—to unleash human potential, create real value, and serve society. The Drucker Compendium is more than a management book; it is a beacon of thought to guide us through turbulent times.

Highly recommended for every leader, entrepreneur, and knowledge worker seeking direction in an era of transformation.

An Unresistable Literary Storm: A Review of Rebecca Yarros’s Fourth Wing

By Mimic J B

In today’s literary landscape saturated with “must-read” lists, it’s difficult to distinguish genuine masterpieces from fleeting trends. Yet, every so often, a work like Rebecca Yarros’s Fourth Wing arrives, sweeping through like a dragon’s breath, impossible to ignore. After immersing myself in the novel and the chorus of fervent reader reactions, I must concede that the hype is real—this is a raw, romantic, and fiercely powerful reading experience whose pull feels nearly as irresistible as dragon magic.

The core of Fourth Wing is built on a deliciously enticing yet brutal premise: Basgiath War College. Here, survival is the curriculum, and death is a common form of dropout. We enter this world through Violet Sorrengail, a protagonist destined for the quiet life of a scholar-scribe, who is instead thrust into this lethal arena by the command of her mother, the formidable General. Yarros’s world-building is both skillful and efficient; she doesn’t drown the reader in exposition but lets the harsh rules, pervasive danger, and rigid hierarchy of Basgiath seep in, quickly pulling you into a breathing, perilous universe.

Violet herself is the story’s brightest spark. She is not a traditionally physically powerful heroine; her weapons are intellect, resilience, and near-stubborn perseverance. Watching her be consistently underestimated and outmaneuver challenges through wit, forging her own kind of strength in the crucible of adversity, is both heartbreaking and inspiring. Her growth arc feels earned because she is not flawless; her vulnerability is as crucial as her toughness. The circle of friends around her are not mere props; they are distinct and form a loyal, engaging support system, and the losses within it sting with genuine impact.

Of course, in terms of sheer allure, few can rival the “shadow daddy,” Xaden Riorson. This wingleader, burdened by a legacy of revenge and a blood feud with Violet’s family, is the engine of the enemies-to-lovers dynamic. Their relationship crackles with electric banter, undeniable sexual tension, and a slow-burning respect. While some readers might find the initial shift in their dynamic a touch swift, there’s no denying the potent entertainment value of their chemistry, and as layers are peeled back, Xaden is revealed to be far more complex than his brooding exterior suggests.

What truly elevates Fourth Wing, however, are the dragons. These magnificent creatures are far more than mere mounts; they are powerful beings with their own wills, intelligence, and ancient secrets. From the formidable Tairn to the unique Andarna, each dragon is a fully realized character, and the psychic bond they share with their riders is some of the most compelling magic in the story. The scene of Violet’s bonding during the “Threshing” is one of the book’s most brilliantly executed, heart-pounding sequences, showcasing Yarros’s command of high-stakes action and emotional payoff.

To be sure, the book is not without minor imperfections. Some readers, and I found this myself in certain early passages, may feel that some of the dialogue, particularly the sexual innuendo, can occasionally feel a bit clunky or “cringey.” Violet’s initial pining for Xaden can also veer towards the overly persistent. Yet, the remarkable thing is that even with these quibbles, the overall entertainment value and relentless pace of Fourth Wing make them easy to overlook. Yarros’s narrative is like a runaway train, charging at full throttle from the first page, especially in the final hundred pages where secrets erupt, plots twist, and battles rage, culminating in a cliffhanger ending guaranteed to send any reader scrambling for the sequel, Iron Flame.

In conclusion, Fourth Wing is a expertly blended fantasy cocktail: it mixes a deadly war college, complex political intrigue, a gripping enemies-to-lovers romance, and—most importantly—breathtakingly cool dragon companions. It may not be flawless, but its majestic imagination, compelling characters, and addictive narrative momentum cement its status as one of the most talked-about and downright entertaining “romantasy” offerings in recent years. If you’re looking for a world to get lost in, one that will keep you reading late into the night, the gates of Basgiath War College are open—just be warned, you might need a moment to recover from this literary storm.

Rating: 4.5/5 Stars

Try AI to generate some book reviews.

From Idea to Automation: How AI Agents Can Turn Creativity into Scalable Ventures

Have you ever had a creative idea that you wished could be developed into a full-fledged project—without the traditional overhead of time, money, or manual effort?
What if AI could take your initial concept and expand it into a complete, replicable technical and commercial plan?

This is now possible.

With advanced AI systems like DeepSeek, we can refine raw ideas into structured, executable strategies. The real transformation lies in breaking these strategies down into actionable tasks that AI agents can automate—significantly reducing the cost and resources required for implementation.

Human involvement remains essential, but its role evolves. Instead of executing repetitive tasks, people now provide the creative spark—the initial vision, stylistic choices, and subtle nuances that AI may not replicate. Humans inspire and steer; AI builds and scales.

This approach doesn’t just streamline production—it opens the door for more innovation at a lower barrier. Whether you’re exploring content creation, product design, or business development, AI automation allows ideas to flourish faster and more efficiently than ever.

The future belongs to those who can imagine—and to those who let AI do the rest.

About China domestic informatization

I came across a topic today discussing whether there is still promising business space in domestic informatization. Here’s a summarized response:

Government finances are not in good shape, so it’s not worth participating in government projects.

Energy and agriculture-related projects are national priorities and worth engaging in.

The domestic substitution of operating systems and applications, as well as hardware security, are promising areas to focus on.

Migration this blog site

My BlueHost site services for the China region are set to shutdown in a month, so I had to find a new home for this WordPress blog. DeepSeek had previously recommended A2 Hosting to me, so I registered an account on Sunday and paid a $1 trial fee for the first month. However, the service wasn’t activated until Tuesday. The product I chose was WordPress Hosting.

There were several drawbacks: I set up an FTP account but couldn’t connect, and the web-based file manager wasn’t practical for uploading. So, I tried a WordPress migration plugin, hoping to upload everything purely through the web interface. The file was too large, and I had to modify PHP upload limits. After finally getting the upload completed, I moved on to domain pointing—only to find that the interface offered little support aside from transferring the domain. And there is no entry for SSL cert setting. The process was too cumbersome.

Frustrated, I switched to Hostinger. I paid for a yearly plan, and the account was activated immediately. I uploaded the code and SQL backups step by step, reset the SSL certificate, and pointed the domain. The entire process took less than 30 minutes. It seems that those $1 trial services really aren’t worth it.

Although I feel this might compromise the original intent of this post, I’ll still include a referral link—after all, I’ve been extremely impressed with Hostinger. https://hostinger.com?REFERRALCODE=9CPZHENGRSRH

I also promptly cancelled the A2 hosting service subscription to avoid any unnecessary charges next month.

千人规模以上的公司,CTO是否必须

Deepseek的回答:

这是一个非常经典且重要的问题。对于规模超千人(这通常意味着年收入在数亿到数十亿级别)的公司来说,CTO(首席技术官)不再是“一个可选的高级技术领导”,而是公司战略层不可或缺的核心角色。可以说,是“必须的”。

但这并不意味着每一个千人大公司都用一个模子刻出来的CTO。这个角色的具体职责和侧重点会根据公司的业务性质(是技术驱动型还是业务驱动型)和发展阶段而截然不同。

下面我们从几个层面来深入分析:

一、为什么是必须的?—— 千人员工公司的核心挑战

当公司规模达到千人时,技术层面会面临一系列质的变化,这些是技术经理或副总裁难以全面应对的:

  1. 技术战略与商业战略的深度融合:技术不再是单纯支持业务,它本身就是业务的核心驱动力和竞争力来源。CTO需要将董事会和CEO的商业目标(如市场扩张、新产品线、提升利润率)翻译成具体的技术战略(如技术选型、平台化建设、数据驱动决策)。
  2. 规模和复杂性的管理
    • 系统复杂性:系统从“能用”变为“需要高可用、高并发、高可扩展”。技术债务会成为业务增长的巨大瓶颈,需要CTO层面进行统筹和治理。
    • 团队复杂性:技术团队可能从几百人分散到多个产品线、多个地域。需要建立统一的技术文化、工程师成长体系、协作流程和绩效考核标准。
  3. 资源分配与投资决策:技术预算变得非常庞大(每年可能数千万甚至上亿)。如何将资金和人力资源分配到基础研究、新产品开发、现有系统维护、技术升级等不同方向,是一个至关重要的投资决策,需要CTO从全局和技术前瞻性角度做出判断。
  4. 风险与安全治理:公司规模越大,面临的技术风险越高(如数据泄露、系统宕机、合规问题)。CTO是最终的技术风险责任人,需要建立完善的技术治理、信息安全体系和灾备方案。
  5. 对外技术形象与招聘:CTO是公司对外的技术“名片”,吸引顶尖技术人才的关键。没有CTO,公司在技术生态中的话语权和影响力会减弱。

二、CTO角色的可能变体(同样是CTO,侧重点不同)

并非所有CTO都写代码或做架构。在千人大公司里,CTO角色通常演化为以下几种类型,有时由一人承担,有时可能由不同角色分担:

角色类型核心职责典型公司
战略型CTO关注技术愿景、未来3-5年的技术趋势、技术并购、与商业战略的匹配。更多时间在董事会、客户和市场上。大型科技公司(Google, Microsoft)、传统企业数字化转型的领导者
工程型CTO关注技术执行、研发效率、产品交付、团队 scaling、工程师文化。是技术团队的“大家长”。产品驱动型公司(许多互联网大厂、SaaS公司)
产品型CTO介于CPO和CTO之间,深度参与产品规划,确保技术方案能完美实现产品愿景和用户体验。用户体验至上的公司
基础设施型CTO关注技术平台、基础架构、中台建设、稳定性、安全和 scalability。为所有业务线提供稳固的技术“底盘”。拥有复杂技术栈的大型公司(如电商、金融科技)

三、如果没有CTO,可能会发生什么?

如果千人大公司没有设置CTO或等效角色,可能会面临以下风险:

  • 技术方向迷失:技术团队沦为纯粹的“需求实现部门”,缺乏前瞻性布局,逐渐丧失技术竞争力。
  • 重复造轮子与资源浪费:不同业务线各自为战,技术栈不统一,系统重复建设,导致资源浪费和后期整合困难。
  • 重大技术决策缺失:在关键技术上(如是否上云、核心架构重构)无人拍板或决策错误,导致巨大损失。
  • 人才流失:顶尖的技术人才看不到公司的技术愿景和自身的成长空间,会选择离开。
  • 系统性风险:无人对全局的技术风险和安全性负责,一旦出事就是大事。

四、可能的替代方案及其局限性

在某些特定情况下,公司可能会尝试一些替代方案,但它们通常有局限性:

  1. CIO(首席信息官) + 技术VP:CIO更侧重于内部IT系统和业务流程优化,而技术VP侧重于产品研发。这种模式可以运作,但缺乏一个能统揽内外技术、兼顾现在与未来的终极责任人,在技术战略上可能形成割裂。
  2. 外部技术顾问:顾问可以提供建议,但无法深入公司文化、深入细节,更无法承担执行和管理的责任。无法替代一个全职的、深入业务的CTO。
  3. CEO/创始人兼任:如果CEO本人是技术背景出身且仍有足够精力,可以暂时兼任。但当公司大到千人规模,CEO的商业和管理职责已经极其繁重,很难再专注于复杂的技术决策细节。

结论

对于规模超千人的公司,设立专职的CTO是必要且关键的

这个角色的核心价值在于:

  • 翻译者:在商业语言和技术语言之间搭建桥梁。
  • 战略家:制定并执行技术战略,确保技术成为公司的核心优势。
  • 大家长: scaling 技术团队,打造卓越的工程师文化。
  • 责任人:为所有技术成果和技术风险最终负责。

公司应该做的不是思考“要不要CTO”,而是如何根据自身当前的业务痛点和发展阶段,找到或培养一位最适合自己类型的CTO

沃尔玛的人工智能代理应用

沃尔玛将启用哪四位AI超级代理?

在演讲中,Doug McMillon 透露了人工智能超级代理的名称和功能:

1. Sparky:顾客的智能助手

Sparky 是专注于消费者的超级客服。这款智能助手现已上线沃尔玛移动应用程序,位于界面底部,旨在成为产品发现、搜索、购买、订单跟踪和退货的工具。

“Sparky 是我们应用程序底部面向客户的微笑助手。如今的 Sparky 将我们从传统搜索带向智能 AI 助手,”董明伦解释道。

Sparky 不仅能响应指令,还将逐步融入更复杂的代理功能,让用户以更自然、更高效的方式与沃尔玛互动。它的目标是:成为数字购物体验中不可或缺的一部分。

另请阅读。 沃尔玛旗下的电话公司 Bait 在墨西哥取得了成功:它是如何做到的?

2.员工超级代理

第二位超级客服人员将成为沃尔玛员工(包括门店、配送中心和办公室员工)的综合工具。该助理将整合排班、访问销售指标、培训和内部沟通等功能。

这种方法与公司的首要任务之一——员工体验——相契合。通过人工智能赋能员工,沃尔玛不仅提高了效率,还改善了工作条件,减少了运营摩擦。

3.供应商、卖家和广告商的超级代理

该代理将服务于沃尔玛的商业生态系统,提供订单管理、广告活动、产品上线、绩效分析以及与市场的直接沟通等工具。

沃尔玛的广告和会员收入持续增长,而这位超级代理旨在巩固这一趋势。通过该系统,供应商和商业合作伙伴将更高效地运营,并基于数据和智能自动化做出决策。

4.开发人员的超级代理

第四个超级代理旨在加速公司内部的创新。它是一款面向程序员的人工智能,旨在促进新内部产品、服务和工具的创建、测试和发布。

这一技术层面是沃尔玛在与电商和软件巨头竞争中保持竞争力的关键。自动化开发流程并提供统一平台的访问权限,将使公司能够更快、更经济地进行迭代。

人工智能将在沃尔玛的全球战略中扮演什么角色?

部署这些超级代理并非孤例。沃尔玛多年来一直在投资强大的技术平台,如今更设立了一个专门的职位,以加速公司层面人工智能的采用。

董明伦表示:“我们已经好几年没有对向首席执行官汇报的职位进行结构性调整了,这次我们这样做是因为我们明确了要加速发展的道路。”

曾任 Instacart 和 Uber 高管的 Daniel Danker 被任命为 AI 加速主管,领导此次转型。此外,公司还在首席技术官 Suresh Kumar 领导下设立了一个新职位,专门负责 AI 平台。

该战略还包括开发数字孪生(设施的数字复制品)以及能够预测物流问题或提高配送时间准确性的智能系统。沃尔玛预计到年底将为95%的美国家庭提供动态配送服务。

这些变化将如何影响零售业的未来?

沃尔玛的战略不仅限于内部效率,其愿景旨在重新定义未来零售业的购物和运营体验。

借助超级代理,沃尔玛正迈向更智能、更灵活、以用户为中心的全渠道模式。零售不再仅仅关乎价格和库存,而是关乎个性化、速度和可靠性。

从仓库自动化到实时了解消费者的背景,人工智能将使沃尔玛不仅能够与其他零售商竞争,还能与亚马逊和阿里巴巴等科技平台竞争。

沃尔玛对其人工智能代理的表现有何期望?

尽管超级代理的财务影响尚未完全显现,但沃尔玛预计其将带来切实的收益。首席财务官约翰·戴维·雷尼表示:“我们50%的增量利润(不包括非经常性成本)来自广告、会员和市场等业务。”

这表明科技投资已对盈利能力产生积极影响。随着Sparky和其他智能体的推出,生产力预计将提升,新的收入来源也将涌现。

沃尔玛也认识到,人工智能并非替代,而是一种力量倍增器:“最让我兴奋的是沃尔玛的速度越来越快。我们的客户对我们的配送速度做出了积极的反应。”沃尔玛美国首席执行官约翰·弗纳 (John Furner) 表示。

沃尔玛在人工智能引领方面面临哪些挑战和机遇?

主要的挑战在于确保这些技术对于从消费者到店员等各级用户来说都易于访问且直观易用。界面必须可靠且易于使用。

该公司还需要解决数据隐私、算法偏见和任务自动化等道德问题。不过,沃尔玛对其长期以来赢得客户信赖的声誉充满信心。

“信任也是一种竞争优势。多年来,我们一直以低价为客户提供服务,这建立了持久的关系,这种关系也延伸到了人工智能领域。”沃尔玛国际首席执行官凯瑟琳·麦克莱说道。