Ep 75: Claude, Cowork, and the New AI Oh Crap Moment

In Episode 79 of Enterprising Minds, Alex and Dave dig into the current state of AI in marketing, business, and everyday workflows — from the shift away from prompt engineering toward AI agents, to the growing reality check around costs, token limits, subscriptions, and automation fatigue.The conversation explores whether AI agents still deliver enough value to justify the time spent building and managing them, how model improvements are changing workflows, and why more powerful AI does not automatically mean better results. They also unpack the widening gap between AI hype and practical use, including Google I/O announcements, AI IPO speculation, data center realities, and the CFO-level questions emerging around AI budgets.From using voice memos as a project management tool to the risks of generic AI-generated campaigns, this episode makes the case that AI is useful — but not magic. The real differentiator is still human taste, strategic thinking, experience, and knowing when not to automate.Watch as Alex and Dave discuss why AI may not be a moat on its own, how marketers should think about automation more realistically, and why the best use of AI might be freeing up more time for actual human connection.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In this episode of Enterprising Minds, Dave and Alex explore how AI is moving beyond simple chat tools and into more complex workflows, from Microsoft Copilot Studio agents to personal AI project management systems.Alex shares what it is like to build agents inside Copilot Studio, including the surprising complexity of creating tightly governed enterprise tools, the difference between personal AI experimentation and corporate AI rollout, and why organizational change management may be one of the hardest parts of AI adoption.Dave brings the conversation into personal productivity and creative work, explaining how he uses Claude, Asana, voice memos, and brand standards to build a “co-CEO” system for his personal brand, podcast, and writing goals. The hosts also discuss the psychological side of AI-assisted productivity: tracking wins, avoiding the trap of split attention, and recognizing the early signs of AI burnout.The episode closes with a deep dive into creative writing. Alex explains how he is using Claude as an editor and structural partner as he writes a comedic novel, while Dave shares how AI is helping him return to poetry, evaluate literary journals, and manage submissions. Along the way, they unpack why AI can support writers without replacing the craft, why humor is still hard for large language models, and why editing remains the real work.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

What will education look like 15 years from now — and will college still matter?In this episode of Enterprising Minds, Alex, Dave, and Ruthi explore the future of education through a first-principles lens: What is school actually for? Is it about job skills, critical thinking, confidence, community, or learning how to learn?The conversation covers how AI tutors and personalized learning could reshape classrooms, why great teachers and mentors still matter, and whether college will continue to serve as a safe place to explore, fail, and figure out who you are. The crew also debates the role of humanities, technical skills, Socratic learning, outdated curricula, and how AI could help teachers focus less on managing at scale and more on facilitating meaningful learning.If you’re interested in AI in education, the future of college, personalized learning, critical thinking, or how technology may change the way the next generation learns, this episode is for you.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In EP 76 of Enterprise Minds, Alex and Dave get tactical about the AI workflows they’re actually using right now. Alex shares how he built personal agents for lawn care, plant watering, groceries, and even work-from-home fitness reminders—while also unpacking the real tradeoffs of giving AI access to browsers, calendars, and notifications. Dave explains why personalized AI use cases are what finally make the value click for most people, using examples like a custom coaching assistant for youth basketball and Special Olympics planning.They also dig into one of the biggest “oh crap” moments yet: Dave used AI to complete what used to be a $15,000–$20,000 agency project in just four hours, including brand standards, SEO audits, a content roadmap, and formatted Asana task uploads. From there, the conversation gets bigger: how AI may change how we judge quality, credibility, and even people themselves. It’s a practical, thoughtful episode on where AI is already helping—and where it’s starting to get strange.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In this episode of Enterprising Minds, Dave, Alex, and Ruthi dig into their latest experiences with Claude and Claude Code, and why these tools sparked a genuine “oh crap” moment about how quickly AI is changing work. Dave shares how Claude compressed months of startup research into a polished report and slide deck in under half an hour, while Alex explores how AI is becoming less of a novelty and more of a practical task agent for coding, analytics, and personal workflows. Ruthi brings the counterbalance, asking the most important question of all: faster work toward what end?The conversation moves beyond hype into something more useful: where AI actually adds value, where it still falls short, how enterprise environments lag behind consumer tools, and why change management may be the real bottleneck. From side hustles and coaching youth basketball to lawn care agents and enterprise analytics, this is a grounded discussion about what happens when AI starts removing the parts of work people least enjoy.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In this episode of Enterprising Minds, the team digs into where AI still falls short in real-world work. Alex shares how Claude and ChatGPT produced polished SEO and paid search reports that completely missed critical issues hiding in the source data, while also struggling badly with logic and humor in a fiction-writing experiment. Ruthi and Dave unpack why AI often excels at summarizing known best practices but stumbles when real judgment, application, and iterative thinking are required, leading to a practical conversation about better prompting, better workflows, and why human oversight still matters.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In the first Enterprising Minds episode of 2026 with Dave, Alex, and Ruthi together, the team pushes back on sensational “AI will wipe out white-collar jobs” claims and reframes the conversation around what actually changes: tasks, adoption speed, and competitive pressure. They break down why automation is harder than it sounds (messy data, brittle processes, human preferences), why startups may outmaneuver incumbents, and why the real advantage is developing “AI sensibility”—using AI to scale output, test more ideas, and move faster. The episode closes with practical advice for new grads and mid-career professionals: experiment early, compare notes with peers, and focus on problem-solving—not hype.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In this episode of Enterprising Minds, Alex Pokorny and Dave Dougherty dive into the nuanced realities of integrating AI in marketing. While leadership teams chase AI-powered productivity, frontline employees often face clunky implementations and questionable benefits. The hosts dissect where AI truly shines—like eliminating mundane tasks and enabling strategic thinking—and where it adds unnecessary complexity. From blog post workflows and performance reviews to enterprise change management and team dynamics, this candid conversation challenges inflated expectations and offers grounded insights into how businesses can realistically leverage AI for marketing success.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In Episode 71 of Enterprising Minds, Dave Dougherty and Alex Pokorny unpack “The Fallacy of Automating Everything”—why the promise of push-button productivity keeps running into real-world limits. They trade war stories from SEO and digital marketing, where AI can absolutely help (meta descriptions, outlines, audits, ideation), but quickly breaks down when context, accuracy, maintenance, or scale matter. Along the way, they cover data limits in tools, the “trust but verify” tax, tech debt from custom GPTs, and why enterprise environments make full automation even harder (alignment, approvals, shifting priorities). The takeaway: use AI where reversibility is high, and stakes are low—but don’t confuse “can generate” with “can run the business.”Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy

In this episode of Enterprising Minds, host Dave Dougherty welcomes Kristen Juve, Senior Agile Coach at General Mills, for an insightful discussion on Agile’s evolution in the corporate world, mentoring early-career talent, and navigating unconventional career paths. Kristen shares hard-won lessons from graduating during a recession, the power of cross-functional skills, and the importance of intentional networking.Subscribe to Enterprising Minds on Apple, Spotify, YouTube, or your favorite podcast player. Subscribe to the Pathways Newsletter where we're exploring AI, marketing, and marketing careers together every week! You'll get unique case studies, deeper dives into some of the podcast topics, and more: https://bit.ly/em-pathways-pod Do you have ideas or suggestions? Get in touch at [email protected] with DaveWebsite: https://bit.ly/em-dave-website-podYouTube: http://bit.ly/41zuOfcInstagram: https://bit.ly/41zCPjZLinkedIn: https://bit.ly/40J3867Connect with RuthiLinkedIn: https://bit.ly/3ZvZH1vConnect with AlexWebsite: http://bit.ly/3Z5MwVTLinkedIn: http://bit.ly/3KPDmIy