This week on the pod, we unpack a sharper-than-usual warning from Microsoft’s AI chief Mustafa Suleyman, who argues that “professional-grade” AI could automate a huge share of white-collar work far sooner than most people expect — and we contrast that alarm with what’s actually happening on the ground: businesses steadily integrating AI where it clearly boosts speed and decision-making. Shopify is a great example, with merchants piling into its Sidekick assistant to diagnose sales swings, tune promotions, and redesign storefronts. From there, we zoom out to the infrastructure layer, including John Carmack’s fascinating thought experiment: using fiber-optic loops as a kind of high-bandwidth “memory cache” for AI — a sci-meets-systems idea that sparked a serious conversation about where the next bottlenecks might be as DRAM scaling slows. We also hit the messy edges of automation: an indie game was briefly pulled from Steam after what looks like AI-driven brand-protection overreach — and reinstated once the claim was withdrawn — highlighting how brittle automated enforcement can be when it touches creators’ livelihoods. On the product front, Google Docs is rolling out AI-generated audio summaries via Gemini (with selectable voice styles), while OpenAI is bringing a secured, custom ChatGPT environment to the Pentagon’s GenAI.mil for unclassified work. Meanwhile, Microsoft signals it wants “AI self-sufficiency,” building its own frontier models and diversifying beyond OpenAI with multiple model partners — all while investing heavily in chips and data centers to support that strategy. In robotics and autonomy, researchers in China demonstrate a neuromorphic vision approach designed to react to motion dramatically faster than traditional optical-flow pipelines — the kind of progress that could matter for robots, vehicles, and industrial automation. And in trucking, Aurora’s driverless freight operations stretch across a major Texas-to-Arizona corridor, raising the stakes on what “autonomous” really means — especially as hearings and reporting continue to show how often humans still sit behind the curtain via remote assistance or monitoring. We round it out with security and platform shifts: Cloudflare reports DDoS activity hitting new extremes, Microsoft patches a Notepad flaw tied to newer features, and iVerify flags a new commercial spyware operation spreading via smishing. Apple’s latest updates lean into cross-platform reality (including smoother moves to Android and stronger message protections), while Discord expands age verification worldwide. In markets, crypto remains jittery even with price rebounds — with loud debate around Bitcoin’s long-term tech path — while “stonks” reflect a risk-off mood, cooling inflation prints, and continued megascale capex that keeps the AI buildout story at the center of everything. We close with The Oracle: Meta’s smart-glasses “Name Tag” facial recognition rumors, Apple exploring third-party AI voice apps in CarPlay, and fresh hardware chatter about what’s coming next in headphones, consoles, and the memory-hungry future of computing.