How Distribution Is Becoming the Ultimate Moat in the Age of AI Disruption

Every week in AI feels like a month. Opus 4.7, Mythos, ChatGPT 5.5, Claude Design — all in the span of days. If you're a business leader trying to decide where to bet, you're making decisions in a fog. This episode is about how to think through that fog — and why the answer isn't better benchmarking, it's better distribution. Anthony and Harry structured this one around three distinct lenses: the Fog of War, Capital Allocation, and Distribution. All three connect. The Fog of War. The labs release constantly because they have to be in the feed or they're invisible. That's not a technology strategy — it's a media strategy. And it creates noise that makes it nearly impossible for enterprise buyers to evaluate anything rationally. Harry's frame: you're not watching a race to the best model. You're watching a race to stay top of mind. Those are different games. Capital Allocation in the fog. The models are already quite capable — they were capable six months ago. What's changed is the tooling. If you're making a bet right now, you're not betting on a better model. You're betting on the harness you build around it. Claude Design wasn't about killing Figma — Nate from Substack had the sharpest take of the week: Anthropic went full-stack on programming. From idea to deployed product in one session. The businesses sitting in the middle of that handoff are in trouble. Distribution is the moat. This is the segment the episode builds toward, and it's the one most business leaders miss. Anthony's line: "Your distribution needs to be thought of as important as your AI strategy." Harry's: "There's no success without distribution." Mid-episode, Lenny's newsletter lands in Harry's inbox with a headline that validates the whole conversation in real time: "Snapchat CEO — why distribution has become the most important moat." A16Z is the case study: they built a media company — direct to founder, direct to consumer — because they knew distribution would compound. Their channel is now worth more than Condé Nast's. If you're not building your own distribution, you're renting someone else's — and they can revoke it. The through-line: in a fog, the labs with the most distribution win attention. Businesses with the most distribution win customers. And if you're not in the feed, you're invisible — no matter how good the product is. Read the CO/AI newsletter at getcoai.com Follow Anthony: @djabatt | Follow Harry: @hdemott