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CREAO 先锋计划不是单纯招募大使，而是在外包 Agent 产品的增长与用例发现

这篇文章最有价值的判断不是“CREAO 很强”，而是“AI 产品竞争正从回答能力转向执行能力”；但就材料本身看，CREAO 目前给出的更多是营销叙事和渠道激励，而不是足以证明产品成熟的证据。
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2026-04-16 原文链接 ↗
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核心观点

  • 范式判断有道理 文中把 AI 使用分成“对话辅助”和“系统执行”两类，这个方向判断基本站得住，因为用户确实越来越在意 AI 能不能跨工具、跨步骤、持续交付结果，而不只是能不能把话说漂亮。
  • 产品能力被明显说大了 “表达目标就自动完成跨工具执行”“睡醒就看到成果”这种表述很抓人，但没有成功率、边界条件、失败成本、人工接管机制等关键信息，因此更像愿景包装，不像成熟能力说明。
  • 先锋计划本质是联盟增长计划 它表面叫“共同建设者”，但考核指标是每月内容、注册、付费转化，加上 20% 佣金，这说明项目核心诉求不是纯共创，而是“内容分发 + 用例教育 + 获客转化”的复合增长机制。
  • 真正稀缺的不是模型，而是可复用用例 文案不断强调构建真实 Agent、分享案例、探索行业场景，这等于承认 Agent 产品现阶段最大的瓶颈不是“大家不知道 AI”，而是“大家不知道具体该把什么任务交给它”。
  • 投资视角上可看方向，不宜只信口号 “AgentOS”“长期 Memory”“Run It All”这些词很大，方向也热门，但没有案例、数据和技术细节支撑时，只能说明团队在抢叙事高地，不能说明它已经建立产品壁垒。

跟我们的关联

1. 对 ATou 意味着什么、下一步怎么用 这说明未来高阶 AI 用户不是 prompt 写手，而是“任务系统设计者”；ATou 下一步应少做单次问答，多设计“目标—工具—反馈—验收”闭环，亲自验证哪些流程真能半自动跑通。 2. 对 Neta 意味着什么、下一步怎么用 这类文案证明 Agent 赛道教育成本极高，真正能传播的不是技术名词而是具体场景；Neta 下一步应整理“可复制用例库”，用任务模板而不是抽象概念去建立认知优势。 3. 对 Uota 意味着什么、下一步怎么用 Uota 如果参与类似计划，不能把自己当普通推广者，因为平台实际需要的是“半个解决方案顾问 + 半个渠道伙伴”；下一步应先问清楚产品边界、转化漏斗和支持资源，再决定是否投入内容与社区资源。 4. 对通用读者意味着什么、下一步怎么用 这类先锋计划可以看作观察行业风向的窗口：方向可能真，产品未必成熟；下一步判断任何 Agent 平台时，都应先追问真实案例、失败率、权限风险和人工兜底机制。

讨论引子

1. AI 从“会回答”走向“会执行”，真正的门槛到底是模型能力、工具接入，还是任务设计与验收机制？ 2. 像 CREAO 这种先锋计划，究竟是在做社区共创，还是在把 PMF 探索和渠道增长外包给创作者？ 3. 如果一个 Agent 产品不能公开任务成功率、错误成本和人工接管方式，我们是否应该默认它还停留在演示阶段？

我们正式启动 CREAO 先锋计划，寻找并培养这样一群人：他们不再只是向 AI 提问，而是把完整的系统交给 AI 去执行。

起点：转变已经发生

我们正处在 AI 演进的关键拐点。一类用户仍把 AI 当作对话工具，用来问答、写作和整理信息。另一类用户已经开始用 AI 直接驱动系统执行。二者的差别不再是使用频率，而是操作范式上的根本差异。后一类人正在成为一种新的角色：架构型操作者。他们构建能够处理完整职能的 Agent，把它们连接到自己已经在用的工具上，然后在睡醒时看到 Agent 在夜里完成的成果。他们没有等待未来的工作方式到来。他们已经活在其中。

CREAO 正是诞生于这场转变。我们不再打造一个聊天机器人，而是在构建真正的 Agent 操作系统（AgentOS），让想法能够直接转化为执行。一次对话变成一个工作流。一个工作流变成一个 Agent。一套 Agent 系统会改变你的运转方式。

我们的使命：消除执行摩擦

在传统系统中，执行始终伴随着高摩擦。工具和系统彼此割裂：API 和工作流连接复杂，多步骤任务依赖人工编排，从产生想法到真正执行之间，要付出大量时间和认知成本。这个缺口，就是执行带宽的天花板。

CREAO 正在构建一种新的生产力结构，突破这个天花板：

  • AgentOS：核心操作层，将意图转化为可执行系统

  • Autonomous Agents：拥有长期 Memory 的执行单元，能按计划运行你的工作，并自主交付结果。它们天生具备持续性，会记住你的工作方式，并在每一次运行中变得更好。

  • Run It All：与 Gmail、Slack 以及你已经依赖的每一种工具无缝集成，实现完整的工作流自动化。

CREAO 消除了这层摩擦。在 AgentOS 中，用户不再需要一步步操作工具，也不必手动编排工作流。只要表达目标，系统就会自动完成跨工具、多步骤的执行。AI 不再只是辅助工具，而是成为一个持续运转的执行层。你设定方向。CREAO 交付结果。

我们在寻找谁

每一次重大技术浪潮，都是由那些比其他人更早看见潜力的早期建设者塑造的。现在，我们正在寻找这样的人。

如果你是以下类型之一，你可能很适合加入：

  • AI 探索者——你热爱尝试 Agent，善于发现有创造力的用例，并通过对话把想法变成真正可运行的系统。

  • 技术实践者——你在交易、营销分析或数据科学领域有深厚经验，并希望用 AI 解决真实的行业问题。

  • 内容创作者——你制作教程、视频、直播或长篇内容，能够把复杂技术讲给更广泛的受众。

  • 社区建设者——你活跃在技术社区，热爱分享知识，也知道如何点燃一个线上或线下空间的气氛。

如果你相信 AI Agent 应该成为每个人都能使用的工具，而不只是工程师的专属能力，我们希望你加入这个计划。

我们将拓展的地区

第一批先锋将覆盖三个重点区域：

  • 中文社区

  • 英文社区

  • 韩文社区

你将做什么

作为 CREAO 先锋，你不只是推广者，更是共同建设者。具体来说，你会做这些事：

  • 构建与演示——使用 CREAO 创建真实 Agent，覆盖自动化内容流水线、交易策略执行、数据分析等多种用例。展示什么是可能的。

  • 创作与教育——发布高质量内容，包括文章、教程、视频或直播，教会更多人如何用 AI Agent 构建系统。

  • 扩展生态——探索 CREAO 能够创造价值的新行业和新场景。一起定义可能性的边界。

  • 壮大社区——推动线上讨论，参与活动，回答问题，并帮助建立一个真正彼此支持的社区。

我们期待什么

我们正在建设未来，所以会认真对待这个计划，也希望先锋们同样认真。你需要投入的是：

  • 内容产出——每月至少发布 4 条内容，形式不限，可以是文章、视频、教程或帖子串。

  • 真实用例分享——每月至少向你的受众分享一个真实的 CREAO 用例。

  • 线下参与——部分先锋需要根据所在地和角色，每月至少参加一场线下活动。

  • 增长目标——每月至少带来 50 个新注册用户，其中至少 10 个转化为付费用户。

你将获得什么

早期加入有它的优势。现在加入的先锋会与 CREAO 一起成长，这也意味着真实的回报。你将获得：

  • 💰 真实报酬——具有竞争力的基础费用，以及你带来的每一次转化所对应的 20% 联盟佣金。

  • 🏷 官方大使身份——获得经过认证的 CREAO Ambassador 头衔，并在 CREAO 官方渠道展示专属徽章。

  • 🛠 产品权限——每月 1,000 个免费 Credits（价值 100 美元），并提前体验每一项新功能和测试版发布。你的反馈会直接影响我们的产品建设。

  • 🌍 直连团队——直接连接 CREAO 核心产品和工程团队。参与产品共创会、私密工作坊和黑客松。

  • 🎁 更多福利——定制周边，以及必要线下活动参与费用报销。

此刻不会等待

每一次技术革命都有它的早期塑造者：那些造出第一批个人电脑的工程师，那些在没人理解互联网将会成为什么之前，就开始建设早期 Web 的开发者。AI Agent 时代正在此刻展开，而它需要愿意亲手建设它的人。

现在出现的先锋，不只是乘上浪潮。他们会塑造浪潮。

你准备好了吗？

运行一切。

→ 申请表见回复。

We’re kicking off the CREAO Pioneer Program to build the people who don’t ask AI questions — they delegate entire systems to it.

我们正式启动 CREAO 先锋计划，寻找并培养这样一群人：他们不再只是向 AI 提问，而是把完整的系统交给 AI 去执行。

Origin: The Shift Is Already Happening

起点：转变已经发生

We are at a critical inflection point in the evolution of AI. One group of users still treats AI as a conversational tool for Q&A, writing, and information organization. Another group has already begun using AI to directly drive system execution. The difference is no longer frequency of use — it's a fundamental difference in operational paradigm. This latter group is emerging as a new role: the Architect-Operator. They're building agents that handle entire functions, connecting them to the tools they already use, and waking up to results their agents produced while they slept. They're not waiting for the future of work. They're already living in it.

我们正处在 AI 演进的关键拐点。一类用户仍把 AI 当作对话工具，用来问答、写作和整理信息。另一类用户已经开始用 AI 直接驱动系统执行。二者的差别不再是使用频率，而是操作范式上的根本差异。后一类人正在成为一种新的角色：架构型操作者。他们构建能够处理完整职能的 Agent，把它们连接到自己已经在用的工具上，然后在睡醒时看到 Agent 在夜里完成的成果。他们没有等待未来的工作方式到来。他们已经活在其中。

CREAO is born out of this transformation. We are no longer building a chatbot; we are building a true Agent Operating System (AgentOS) that enables direct translation from ideas to execution. One conversation becomes a workflow. One workflow becomes an Agent. A system of Agents changes how you operate.

CREAO 正是诞生于这场转变。我们不再打造一个聊天机器人，而是在构建真正的 Agent 操作系统（AgentOS），让想法能够直接转化为执行。一次对话变成一个工作流。一个工作流变成一个 Agent。一套 Agent 系统会改变你的运转方式。

Our Mission: Eliminate Execution Friction

我们的使命：消除执行摩擦

In traditional systems, execution always comes with high friction. Tools and systems are fragmented: APIs and workflows are complex to connect, multi-step tasks rely on manual orchestration, there's a significant cost — in time and cognitive load — between having an idea and actually executing on it. That gap is the Execution Bandwidth Ceiling.

在传统系统中，执行始终伴随着高摩擦。工具和系统彼此割裂：API 和工作流连接复杂，多步骤任务依赖人工编排，从产生想法到真正执行之间，要付出大量时间和认知成本。这个缺口，就是执行带宽的天花板。

CREAO is building a new productivity structure to break through it:

CREAO 正在构建一种新的生产力结构，突破这个天花板：

  • AgentOS: the core operational layer that translates intent into executable systems
  • AgentOS：核心操作层，将意图转化为可执行系统
  • Autonomous Agents: execution units with long-term Memory that run your work on schedule and deliver on their own. Persistent by design, they remember how you work and get better with every run.
  • Autonomous Agents：拥有长期 Memory 的执行单元，能按计划运行你的工作，并自主交付结果。它们天生具备持续性，会记住你的工作方式，并在每一次运行中变得更好。
  • Run It All: seamless integration with Gmail, Slack, and every tool you already rely on to enable full workflow automation.
  • Run It All：与 Gmail、Slack 以及你已经依赖的每一种工具无缝集成，实现完整的工作流自动化。

CREAO eliminates this layer of friction. Within AgentOS, users no longer need to operate tools step by step or orchestrate workflows manually. Instead, by simply expressing their goals, the system handles cross-tool and multi-step execution automatically. AI no longer exists as an auxiliary tool — it becomes a continuously operating execution layer. You set the direction. CREAO delivers the outcome.

CREAO 消除了这层摩擦。在 AgentOS 中，用户不再需要一步步操作工具，也不必手动编排工作流。只要表达目标，系统就会自动完成跨工具、多步骤的执行。AI 不再只是辅助工具，而是成为一个持续运转的执行层。你设定方向。CREAO 交付结果。

Who We're Looking For

我们在寻找谁

Every major technology wave has been shaped by early builders who saw the potential before everyone else. We're looking for those people now.

每一次重大技术浪潮，都是由那些比其他人更早看见潜力的早期建设者塑造的。现在，我们正在寻找这样的人。

You might be a fit if you're:

如果你是以下类型之一，你可能很适合加入：

  • An AI Explorer — You love experimenting with Agents, finding creative use cases, and turning ideas into working systems through conversation.
  • AI 探索者——你热爱尝试 Agent，善于发现有创造力的用例，并通过对话把想法变成真正可运行的系统。
  • A Technical Practitioner — You have deep expertise in trading, marketing analytics, or data science, and you want to solve real industry problems with AI.
  • 技术实践者——你在交易、营销分析或数据科学领域有深厚经验，并希望用 AI 解决真实的行业问题。
  • A Content Creator — You make tutorials, videos, livestreams, or long-form content that breaks down complex tech for a broader audience.
  • 内容创作者——你制作教程、视频、直播或长篇内容，能够把复杂技术讲给更广泛的受众。
  • A Community Builder — You're active in tech communities, you love sharing knowledge, and you know how to energize a room (online or offline).
  • 社区建设者——你活跃在技术社区，热爱分享知识，也知道如何点燃一个线上或线下空间的气氛。

If you believe AI agents should be a tool for everyone, not just engineers, we want you in this program.

如果你相信 AI Agent 应该成为每个人都能使用的工具，而不只是工程师的专属能力，我们希望你加入这个计划。

Where We're Expanding

我们将拓展的地区

Our first cohort of Pioneers will cover three key regions:

第一批先锋将覆盖三个重点区域：

  • Chinese-speaking communities
  • 中文社区
  • English-speaking communities
  • 英文社区
  • Korean-speaking communities
  • 韩文社区

What You'll Do

你将做什么

As a CREAO Pioneer, you're not just a promoter — you're a co-builder. Here's what that looks like in practice:

作为 CREAO 先锋，你不只是推广者，更是共同建设者。具体来说，你会做这些事：

  • Build & Demo — Use CREAO to create real Agents across use cases like automated content pipelines, trading strategy execution, data analysis, and more. Show what's possible.
  • 构建与演示——使用 CREAO 创建真实 Agent，覆盖自动化内容流水线、交易策略执行、数据分析等多种用例。展示什么是可能的。
  • Create & Educate — Publish quality content (articles, tutorials, videos, or livestreams) that teaches others how to build with AI agents.
  • 创作与教育——发布高质量内容，包括文章、教程、视频或直播，教会更多人如何用 AI Agent 构建系统。
  • Expand the Ecosystem — Explore new industries and scenarios where CREAO creates value. Help define what's possible.
  • 扩展生态——探索 CREAO 能够创造价值的新行业和新场景。一起定义可能性的边界。
  • Grow the Community — Drive conversations online, show up at events, answer questions, and help build a community that genuinely helps each other.
  • 壮大社区——推动线上讨论，参与活动，回答问题，并帮助建立一个真正彼此支持的社区。

What We Expect

我们期待什么

We're building the future, so we take this program seriously — and we want Pioneers who do too. Here's what the commitment looks like:

我们正在建设未来，所以会认真对待这个计划，也希望先锋们同样认真。你需要投入的是：

  • Content Output — At least 4 pieces of content per month (any format: articles, videos, tutorials, threads).
  • 内容产出——每月至少发布 4 条内容，形式不限，可以是文章、视频、教程或帖子串。
  • Real Use Case Sharing — Share at least one genuine CREAO use case with your audience every month.
  • 真实用例分享——每月至少向你的受众分享一个真实的 CREAO 用例。
  • Offline Participation — Some Pioneers will be expected to attend at least one in-person event per month, based on location and role.
  • 线下参与——部分先锋需要根据所在地和角色，每月至少参加一场线下活动。
  • Growth Targets — Drive at least 50 new signups per month, with a minimum of 10 converting to paid users.
  • 增长目标——每月至少带来 50 个新注册用户，其中至少 10 个转化为付费用户。

What You Get

你将获得什么

Joining early has its advantages. The Pioneers who join now grow with CREAO — and that comes with real upside. Here's what's in it for you:

早期加入有它的优势。现在加入的先锋会与 CREAO 一起成长，这也意味着真实的回报。你将获得：

  • 💰 Real Compensation — A competitive base fee, plus 20% Affiliate Commission on every conversion you drive.
  • 💰 真实报酬——具有竞争力的基础费用，以及你带来的每一次转化所对应的 20% 联盟佣金。
  • 🏷 Official Ambassador Status — Verified CREAO Ambassador title with an exclusive badge displayed across CREAO's official channels.
  • 🏷 官方大使身份——获得经过认证的 CREAO Ambassador 头衔，并在 CREAO 官方渠道展示专属徽章。
  • 🛠 Product Access — 1,000 free Credits every month (valued at $100), plus early access to every new feature and beta release. Your feedback directly shapes what we build.
  • 🛠 产品权限——每月 1,000 个免费 Credits（价值 100 美元），并提前体验每一项新功能和测试版发布。你的反馈会直接影响我们的产品建设。
  • 🌍 Direct Team Access — A direct line to CREAO's core product and engineering teams. Join product co-creation sessions, private workshops, and hackathons.
  • 🌍 直连团队——直接连接 CREAO 核心产品和工程团队。参与产品共创会、私密工作坊和黑客松。
  • 🎁 More Perks — Custom merch and reimbursement for necessary event attendance expenses.
  • 🎁 更多福利——定制周边，以及必要线下活动参与费用报销。

This Moment Won't Wait

此刻不会等待

Every technology revolution has its early shapers — the engineers who built the first personal computers, the developers who built the early web before anyone understood what it would become. The AI Agent era is unfolding right now, and it needs people willing to build it.

每一次技术革命都有它的早期塑造者：那些造出第一批个人电脑的工程师，那些在没人理解互联网将会成为什么之前，就开始建设早期 Web 的开发者。AI Agent 时代正在此刻展开，而它需要愿意亲手建设它的人。

The Pioneers who show up now won't just ride the wave. They'll shape it.

现在出现的先锋，不只是乘上浪潮。他们会塑造浪潮。

Are you ready?

你准备好了吗？

Run It All.

运行一切。

→ Application form in the replies.

→ 申请表见回复。

We’re kicking off the CREAO Pioneer Program to build the people who don’t ask AI questions — they delegate entire systems to it.

Origin: The Shift Is Already Happening

We are at a critical inflection point in the evolution of AI. One group of users still treats AI as a conversational tool for Q&A, writing, and information organization. Another group has already begun using AI to directly drive system execution. The difference is no longer frequency of use — it's a fundamental difference in operational paradigm. This latter group is emerging as a new role: the Architect-Operator. They're building agents that handle entire functions, connecting them to the tools they already use, and waking up to results their agents produced while they slept. They're not waiting for the future of work. They're already living in it.

CREAO is born out of this transformation. We are no longer building a chatbot; we are building a true Agent Operating System (AgentOS) that enables direct translation from ideas to execution. One conversation becomes a workflow. One workflow becomes an Agent. A system of Agents changes how you operate.

Our Mission: Eliminate Execution Friction

In traditional systems, execution always comes with high friction. Tools and systems are fragmented: APIs and workflows are complex to connect, multi-step tasks rely on manual orchestration, there's a significant cost — in time and cognitive load — between having an idea and actually executing on it. That gap is the Execution Bandwidth Ceiling.

CREAO is building a new productivity structure to break through it:

  • AgentOS: the core operational layer that translates intent into executable systems

  • Autonomous Agents: execution units with long-term Memory that run your work on schedule and deliver on their own. Persistent by design, they remember how you work and get better with every run.

  • Run It All: seamless integration with Gmail, Slack, and every tool you already rely on to enable full workflow automation.

CREAO eliminates this layer of friction. Within AgentOS, users no longer need to operate tools step by step or orchestrate workflows manually. Instead, by simply expressing their goals, the system handles cross-tool and multi-step execution automatically. AI no longer exists as an auxiliary tool — it becomes a continuously operating execution layer. You set the direction. CREAO delivers the outcome.

Who We're Looking For

Every major technology wave has been shaped by early builders who saw the potential before everyone else. We're looking for those people now.

You might be a fit if you're:

  • An AI Explorer — You love experimenting with Agents, finding creative use cases, and turning ideas into working systems through conversation.

  • A Technical Practitioner — You have deep expertise in trading, marketing analytics, or data science, and you want to solve real industry problems with AI.

  • A Content Creator — You make tutorials, videos, livestreams, or long-form content that breaks down complex tech for a broader audience.

  • A Community Builder — You're active in tech communities, you love sharing knowledge, and you know how to energize a room (online or offline).

If you believe AI agents should be a tool for everyone, not just engineers, we want you in this program.

Where We're Expanding

Our first cohort of Pioneers will cover three key regions:

  • Chinese-speaking communities

  • English-speaking communities

  • Korean-speaking communities

What You'll Do

As a CREAO Pioneer, you're not just a promoter — you're a co-builder. Here's what that looks like in practice:

  • Build & Demo — Use CREAO to create real Agents across use cases like automated content pipelines, trading strategy execution, data analysis, and more. Show what's possible.

  • Create & Educate — Publish quality content (articles, tutorials, videos, or livestreams) that teaches others how to build with AI agents.

  • Expand the Ecosystem — Explore new industries and scenarios where CREAO creates value. Help define what's possible.

  • Grow the Community — Drive conversations online, show up at events, answer questions, and help build a community that genuinely helps each other.

What We Expect

We're building the future, so we take this program seriously — and we want Pioneers who do too. Here's what the commitment looks like:

  • Content Output — At least 4 pieces of content per month (any format: articles, videos, tutorials, threads).

  • Real Use Case Sharing — Share at least one genuine CREAO use case with your audience every month.

  • Offline Participation — Some Pioneers will be expected to attend at least one in-person event per month, based on location and role.

  • Growth Targets — Drive at least 50 new signups per month, with a minimum of 10 converting to paid users.

What You Get

Joining early has its advantages. The Pioneers who join now grow with CREAO — and that comes with real upside. Here's what's in it for you:

  • 💰 Real Compensation — A competitive base fee, plus 20% Affiliate Commission on every conversion you drive.

  • 🏷 Official Ambassador Status — Verified CREAO Ambassador title with an exclusive badge displayed across CREAO's official channels.

  • 🛠 Product Access — 1,000 free Credits every month (valued at $100), plus early access to every new feature and beta release. Your feedback directly shapes what we build.

  • 🌍 Direct Team Access — A direct line to CREAO's core product and engineering teams. Join product co-creation sessions, private workshops, and hackathons.

  • 🎁 More Perks — Custom merch and reimbursement for necessary event attendance expenses.

This Moment Won't Wait

Every technology revolution has its early shapers — the engineers who built the first personal computers, the developers who built the early web before anyone understood what it would become. The AI Agent era is unfolding right now, and it needs people willing to build it.

The Pioneers who show up now won't just ride the wave. They'll shape it.

Are you ready?

Run It All.

→ Application form in the replies.

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