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World Models

October 2026: What I am Reading, Watching, and Listening To

October 2026: What I am Reading, Watching, and Listening To

The Quantum Clock Is Already Ticking on America's Autonomous Arsenal

The threat here has a deceptively benign name: harvest now, decrypt later. An adversary does not need a working quantum computer today to compromise encrypted military data today. It only needs to intercept and store the command and control traffic now, then decrypt it once the hardware matures. The piece argues the Pentagon is building a generation of autonomous drones and munitions on cryptographic foundations a future quantum computer will break, and that a drone designed in 2026 to fly into the 2040s cannot ship with encryption expected to fail in the 2030s. This is the part of the quantum story that actually keeps me up at night, and it sits right at the intersection of two areas I spend a lot of time thinking about.

Why World Models Are AI's Next Frontier

Large language models predict the next word. World models try to understand how the physical world actually works: space, physics, cause and effect. The distinction matters because true general intelligence requires the ability to revise your internal model when conditions change, something LLMs struggle with the moment they leave the distribution of their training data. Yann LeCun believes in this so strongly that he left Meta to pursue it, predicting that within three to five years nobody in their right mind will use LLMs of the type we have today. Whether or not that timeline holds, world models are where physical AI and robotics get genuinely interesting, and where I think a lot of value gets created over the next decade.

Magazine Architect

Morgan Housel built this one around a single phrase he heard and could not shake. A magazine architect is someone who designs a house to look impressive in photographs rather than to actually be lived in, and the metaphor extends to almost everything: careers, companies, public personas optimized for how they appear rather than how they function. The most successful people he knows are almost the opposite, willing to look unimpressive in the moment in exchange for substance that compounds. It is a short read and a sharp one, and it lingers longer than its length suggests.

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