Is AI in a Bubble? What Happens When Hype Meets Regulation

From the Travel Tech Podcast newsletter for episode 5, Is AI in a Bubble? What Happens When Hype Meets Regulation.

Listen to the episode on Apple Podcasts, also streaming on Spotify and YouTube.

In this episode, I’m joined once again by Ian Painter, Oli Deakin, and Adrian McKenzie for a technical roundtable to examine if the current AI cycle reflects financial overvaluation, infrastructure-led replatforming, or something more durable. We anchor the discussion in observable signals such as hyperscaler capex deployment, GPU utilization, accounting treatment, and the implications for regulated and safety-critical domains, with Ian bringing an aviation consulting lens to how rapid model evolution intersects with slower certification environments.

We focus less on market headlines and more on whether current investment reflects proven operational use or expectations of continued model acceleration. In aviation and other regulated systems, deployment and assurance move far more slowly than model releases. Understanding that mismatch is critical when integrating AI into safety-critical operations, where capital commitments must survive certification scrutiny and long asset lifecycles. This episode reframes the AI landscape through that lens, clarifying what is credibly deployable and what remains investment ahead of validated capability.

Key takeaways

• Hyperscaler CapEx Power Constraints
• GPU Amortization Horizon Risk Exposure
• Benchmark Integrity Management
• Neo-Lab Key-Person Concentration Risk
• R&D Versus Product Certification Boundary

We hope you enjoy the conversation.

Alex Brooker, Host of the Travel Tech Podcast, Founder of Airside Labs