No business school prepared leaders for managing humans alongside autonomous AI agents. In this AI Answers episode, Paul Roetzer and Cathy McPhillips break down the immediate strategic shifts required for 2026. They explore where marketing agencies can use AI in a post-billable-hour world, the rise of the AI Output Verification manager, and why LLM’s "alien technology" requires a new approach to risk. Plus: Practical advice on building custom GPTs and knowing when not to automate. Show Notes: Access the show notes and show links here Timestamps: 00:00:00 — Intro 00:03:38 — Question #1: AI Leverage for Marketing Agencies 00:07:44 — Question #2: The "Alien" Nature of LLMs 00:10:06 —Question #3: Responsible AI Mistakes to Avoid 00:13:07 — Question #4: Evaluating AI Platforms 00:16:32 — Question #5: Platform Consolidation 00:18:32 — Question #6: Building Internal Systems vs. Third-Party Tools 00:20:09 — Question #7: Data Privacy Concerns 00:23:09 — Question #8:  Signaling Trust & Authenticity 00:25:47 — Question #9: Reinventing Workflows & Org Charts 00:30:50 — Question #10: How to Start Building AI Assistants 00:33:34 — Question #11: What You Should Never Automate 00:36:12 — Question #12: Scaling AI Too Fast 00:38:36 — Question #13: New Leadership Skills 00:41:42 — Question #14: AI Output Verification 00:45:29 — Bonus: AI Book Recommendations This episode is brought to you by Google Cloud:  Google Cloud is the new way to the cloud, providing AI, infrastructure, developer, data, security, and collaboration tools built for today and tomorrow. Google Cloud offers a powerful, fully integrated and optimized AI stack with its own planet-scale infrastructure, custom-built chips, generative AI models and development platform, as well as AI-powered applications, to help organizations transform. Customers in more than 200 countries and territories turn to Google Cloud as their trusted technology partner. Learn more about Google Cloud here: https://cloud.google.com/   Visit our website Receive our weekly newsletter Join our community: Slack LinkedIn Twitter Instagram Facebook Looking for content and resources? Register for a free webinar Come to our next Marketing AI Conference Enroll in our AI Academy