Prompt and Circumstance

End-of-world AI headlines have you wondering whether to keep investing? Keep going, but watch the cost. Tom, Mike and Mark cover Tom's Waymo rides, Grok Bot's three-day training, cheap Chinese models. Mark calls labs' doom talk self-serving; Tom cites $1,000/month in subscriptions and API calls for a one-person operation, while DeepSeek and Kimi K3 run on your hardware.

Highlights

• Riding a Waymo twice — including a tight LA...

Most leaders are adopting AI tactically—testing tools, automating tasks, buying licenses—without realizing they’re actually placing big strategic bets about the future. This episode unpacks a simple but powerful framework (from Dan Pupius of The General Partnership) to help you see and shape those bets deliberately instead of accidentally.

You’ll hear four key “AI bet axes” that sit underneath eve...

If you’ve ever rolled out a “smart” system at work only to find your people hate it, this episode is for you. Using the World Cup as a live case study, the hosts unpack how well‑intentioned AI and data can quietly make an experience worse—on the pitch and inside your business.

They start with the new sensor‑equipped match ball and semi‑automated offside decisions. Technically, the system is brilliant: acceler...

Most leaders still feel AI is a technical maze they don’t understand—and that keeps them stuck in pilot purgatory: scattered experiments, nothing in production, and no real business value. This episode tackles that head‑on and reframes AI as a people, data, and strategy problem long before it’s a tech problem.

You’ll hear how mid‑market CEOs visibly relax when they realize they don’t need to “get ...

Most organizations are pouring hundreds of thousands of dollars into AI experimentation with little to show for it. They are trapped in what advisor Mark Redgrave calls the "AI activity trap"—lots of movement, no strategic impact. The problem isn't the technology; the tools will reach parity quickly. The real bottleneck is getting people to adopt, adapt, and change. Without a clear CEO mandate that ties AI directly to busines...

Is your workforce pushing back against AI, even as you're told you must embrace it or fall behind? You're not alone—and the resistance isn't a problem to solve; it's data to act on.

In this episode, the hosts confront the growing tension between AI acceleration and the people who are supposed to adopt it. Students booing AI references at graduation ceremonies. Workers quietly undermining AI rollouts. Communities fighting data ...

Business leaders face a critical dilemma: they see the potential of AI but feel overwhelmed by technical complexity, unsure where to start, and frustrated by projects that never move beyond pilot phase. This episode reveals how modern AI tools have evolved to become accessible to anyone with an idea, eliminating the technical barriers that once prevented non-coders from building functional applications.

The hosts demonstrate how pla...

The rapid advancement of AI is creating unprecedented uncertainty about the future of work, leaving leaders and professionals grappling with how to adapt their organizations and careers. This episode provides a comprehensive roadmap through three critical time horizons—18 months, 5 years, and 15 years—offering practical strategies to navigate the coming disruption.

The immediate future (next 18-36 months) will see signif...

The AI landscape is undergoing seismic shifts that are reshaping how businesses and individuals interact with artificial intelligence. Following the Department of War's decision affecting OpenAI, Claude has emerged as a major player by enabling easy context portability from OpenAI, reflecting a strategic shift toward integration rather than closed ecosystems. This episode explores the practical implications of agentic AI moving bey...

This episode tackles the accelerating AI landscape where talent acquisition has become a billion-dollar battleground, infrastructure challenges threaten to bottleneck progress, and new development paradigms are emerging. The discussion opens with the Claude Bought controversy—an open-source agentic toolkit that sparked legal action from Anthropic, only for the developer to be hired in what's likely a massive acquisition deal....

If you're a leader wondering whether AI is just hype or a real business imperative, 2026 marks the inflection point where curiosity must transform into commitment. Based on two major January reports from Wing VC and BCG surveying thousands of executives, this episode reveals that 90% of CEOs believe AI agents will finally deliver measurable ROI this year, and 72% now say they are the main decision-makers on AI—double the numb...

2026 marks a critical inflection point where businesses will face irreversible separation between AI leaders and laggards. This episode examines why 2025 saw immense energy but limited progress, with many organizations stuck in "pilot purgatory" without clear ROI. The hosts predict that this year will expose which companies have developed true collective intelligence between human and artificial intelligence, and which remain "coll...

Most CEOs face the challenge of wanting to leverage AI for business growth but struggle with where to start and how to implement effectively. The common misconception is that AI implementation should be straightforward like ERP integration, but the reality requires a strategic, phased approach. This episode reveals how fractional AI teams can help businesses scale without linear headcount growth, focusing on three key areas: revenu...

Business leaders face the challenge of moving beyond AI dabbling to strategic mastery, where artificial intelligence becomes the operating system of their organization rather than just another technology overlay. The episode reveals that 90% of AI pilot projects fail due to lack of strategic alignment and proper data infrastructure. Companies like Moderna are already restructuring their entire organizations around the combined huma...

Business leaders face overwhelming uncertainty about AI implementation, with executives privately admitting "I don't know what I'm doing" despite mandates from the top. The AI resistance stems from competing priorities, limited time, and the sheer volume of change overwhelming even experienced leaders. Rather than seeking confidence through knowing, successful leaders build confidence through curiosity and learning. The Matthew Eff...

Most companies struggle with AI implementation, treating it as magical solution rather than strategic transformation. This episode reveals that true AI native enterprises are fundamentally redesigned around artificial intelligence at their core, not just bolting on AI features. The discussion focuses on how executives can identify strategic pockets where AI can reshape work processes, customer service, and sales operations. Key con...

CEOs and leaders face the critical challenge of navigating AI transformation while managing costs and organizational change. The reality is that while 80% of organizations explore AI pilots, only 40% successfully deploy them, creating a gap between ambition and execution. Agentic AI—systems that autonomously accomplish goals rather than just completing tasks—promises immense productivity gains but comes with significant...

Many professionals struggle with getting meaningful results from AI tools, often settling for generic responses that don't address their specific needs. This episode reveals how strategic prompt engineering transforms AI from a simple question-answering tool into a powerful thought partner for decision-making and productivity. The hosts demonstrate how different language models respond uniquely to the same prompt, showcase custom i...

In this episode of Prompt and Circumstance, Tom Adams, Mike Richardson, Mark Redgrave, and Ryan Niemann dig into the art and science of prompting. They share stories of building real tools without coding, debate the importance of prompt discipline, and outline frameworks that every CEO should know as AI becomes core to business strategy.

The crew covers:
- Tom’s no-code apps built in Warp for personal healthcare tracking an...