How Do You Incentivize Teams to Architect Their Own Extinction

Matt and Bill join Paul for a conversation about the rapidly changing AI landscape, and a question that is becoming harder for organizations to ignore: how do you get people to embrace technology that could ultimately change or eliminate the work they do? They unpack the recent gathering of AI leaders around a new “moral agreement,” questioning whether the public show of unity represents meaningful cooperation or simply another layer of messaging and positioning. They also explore the shifting levels of trust surrounding companies like OpenAI, Anthropic, Meta, and Google, and why the rapidly changing interests of these organizations make it difficult to understand what they actually stand for. Paul, Matt, and Bill then turn to the convergence of AI, automation, and robotics, and why the physical world may be the missing piece in the AI story. They discuss how increasingly capable robots could move beyond specialized tasks into general-purpose physical work, potentially putting pressure not just on knowledge workers but on many forms of manual labor as well. The conversation examines the tension inside organizations that are trying to automate work while still relying on the people whose jobs may eventually be affected by that automation. They explore where AI genuinely makes sense, why repetitive processes and administrative work may be good candidates, and why organizations need to think carefully about what humans should do with the time and capacity that automation creates. They also question whether today's AI systems are actually reliable enough for the roles we're asking them to perform. Through examples involving AI agents, standard operating procedures, broken links, missing context, and Paul's attempt to build a personal chief of staff, they explore the fundamental tension between AI's impressive capabilities and its lack of transparency and consistency. The episode ultimately asks whether we're using AI because it is genuinely the best tool for the job, or simply because we've become convinced that AI should be the answer to everything. Paul, Matt, and Bill argue for a more deliberate approach: strip away the hype, understand what AI actually does better than humans or existing technology, and use it where it creates real value while preserving the uniquely human capabilities that matter most. Resources Mentioned: On-boarding Your AI Intern by Ethan Mollick Article: Read here! Bonus Episode: Navigating the Age of Chaos, Featuring Bob Johansen Podcast Episode: Listen here! Humanity Working is a podcast focused on helping individuals, teams and organizations be ready for the future of work by maximizing their human potential. For more information, and access to our weekly newsletter, visit us at humanityworking.net.