INFLECTION POINT: Claude Mythos, Cybersecurity Shocks and the State of AI

About this episode

Send us Fan Mail A leaked frontier model called Mythos sets off the kind of panic that usually comes with “AGI is here” headlines, but the real story is sharper and more practical: AI that can find zero-day vulnerabilities at scale, then chain exploits together like a seasoned pen tester. We break down what’s actually being claimed, what might be artefacts of a controlled test environment, and why it still changes the cybersecurity landscape for governments, companies and ordinary people who just want their devices to work.  From there, we widen the lens to the economics of AI. Compute is no longer an invisible background resource. It’s showing up as rate limits, shrinking allowances, higher prices and design choices like model routing and “adaptive thinking” in Claude Opus 4.7. We talk about what this does to real workflows, why token efficiency suddenly matters, and the oddly effective hack of forcing ultra-brief outputs with tools like Caveman Claude when you’re burning context on coding and agents.  We also connect the dots between fragile digital infrastructure and everyday resilience: how to think about outages, local backups and cash without turning life into an apocalyps