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Marketing AI Institute· Cathy McPhillips·· 2026-09-28AI 评分32

Paul Roetzer 将在 MAICON 2026 演讲提出架构师、协调者与学徒三角色框架

Rethinking Work in the Age of AI and Agents

文章要点
  • 1Paul Roetzer 将在 MAICON 2026 开幕演讲中提出架构师、协调者、学徒三种未来工作角色框架
  • 2框架认为当智能体承接更多原本人手任务、传统初级工作消失时,学徒角色要在其中学习判断力
  • 3Roetzer 认为 AI 压缩传统职业阶梯后,判断力将成为组织中最有价值的差异化技能
  • 4MAICON 2026 阵容含 50 多位 AI 与商业领袖,其免费 Intro to AI 课程累计超 40,000 名报名者
决策要点

这是大会主办方为自家 keynote 预热的内容,实质是用三角色框架给管理层一套讨论岗位与人才演进的视角,属观点而非已验证的方法。

  • 影响:若初级岗位确实被智能体承接,招聘与人才梯队规划需要重算;判断力被推为核心能力时,培训与晋升标准可能要重设;框架出自大会宣传,尚无企业落地案例佐证。
  • 参考:可考虑用架构师、协调者、学徒三角色对照盘点自家岗位分工;值得先算出初级岗位中被 AI 承接的任务占比,再决定是否调整培训重心与招聘结构。
  • 依据:三角色框架与判断力优先均为 Roetzer 个人观点及其大会议程宣传口径,4 万名课程报名者为官方数据,暂无独立验证。
正文

Paul Roetzer, Founder and CEO of SmarterX and Marketing AI Institute, will kick off MAICON 2026 with a keynote titled "The Architect, The Orchestrator and The Apprentice: Rethinking Work in the Age of AI and Agents."

As the creator of MAICON, co-host of The Artificial Intelligence Show, and co-author of two books on artificial intelligence (Marketing Artificial Intelligence and The AI Transformatiion Blueprint), Roetzer has spent a decade helping professionals and leaders understand what AI actually means for the way work gets done.

Roles That Will Define the Future of Work

AI is reshaping work at every level of the organization. As intelligent agents take on more of the tasks once performed by humans, Roetzer argues that the future of business may belong to three emerging roles:

  • The architect, who designs AI-native systems of work
  • The orchestrator, who directs humans and machines toward outcomes
  • The apprentice, who learns judgment in a world where traditional entry-level work is disappearing

This framework helps leaders make sense of a shift already underway and gives them a clearer way to think about how their organizations, teams, and career paths need to evolve. Roetzer has been discussing this framework on various platforms leading up to MAICON, including his ExecAI Insider newsletter and podcast, The Artificial Intelligence Show.

Judgment as the Most Valuable Skill

A key question Roetzer will tackle is what happens when AI compresses the traditional career ladder. His keynote explores why judgment becomes the most valuable skill in the organization and what leaders must do now to build smarter systems, stronger teams, and more resilient paths to expertise.

What Roetzer Will Explore at MAICON

Drawing on his work leading SmarterX and Marketing AI Institute, Roetzer's keynote will examine:

  • How AI and agents are transforming business, leadership, and talent development
  • The emerging architect, orchestrator, and apprentice roles — and where each fits
  • What happens when AI compresses the traditional career ladder
  • Why judgment becomes the differentiating skill in an AI-native organization

What You'll Gain from Roetzer's Session

  • A new framework for understanding how AI and agents will transform business, leadership, and talent development
  • Insight into what happens when AI compresses the traditional career ladder
  • A clearer view of why judgment becomes the most valuable skill in the organization
  • A sense of what leaders must do now to build smarter systems, stronger teams, and more resilient paths to expertise

Join Us at MAICON 2026

Roetzer will present at MAICON 2026 as part of a lineup focused on real-world AI strategy, implementation, and leadership.

Roetzer is on a mission to accelerate AI literacy and human-centered AI transformation in organizations. His free monthly Intro to AI class alone has reached more than 40,000 registrants over 60+ classes since its launch in 2021. Through SmarterX's AI Academy, he and his team have helped thousands of professionals and leaders build the knowledge and skills to apply AI in their work and organizations.

Follow Roetzer before MAICON 2026:

Join us at MAICON 2026 to hear Roetzer and 50+ other AI and business leaders. Register today.

Cathy McPhillips

Cathy McPhillips is the Chief Marketing Officer at SmarterX and Marketing AI Institute

来源:Marketing AI Institute · marketingaiinstitute.com