Insights tagged ‘AI’
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The path to an agent-first web
For three decades, the web has operated on an implicit contract between the people who build websites and the people who visit them. You design pages for human eyes and organise information for human brains, monetising attention through ads, upsells, and sticky navigation patter…
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The trust problem that you already solved
Every developer who has spent time with AI coding tools carries the same low-grade anxiety. You ask the model to build something, it hands you back a file, and then you stare at it like a customs inspector wondering whether the suitcase has a false bottom. Line by line, function…
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The flatness of the machine
You can feel it before you can name it. A paragraph arrives, fluent and frictionless, and something in the back of your reading brain flinches. The sentences are grammatically flawless, the structure orderly, the tone warm but not too warm, authoritative but not too authoritativ…
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The vibe coding spectrum: from weekend hacks to the dark factory
A year ago, Andrej Karpathy posted a tweet that would come to define how an entire industry talks about itself. “There’s a new kind of coding I call ‘vibe coding,’” he wrote, “where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.” He d…
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Claude Opus 4.6 just shipped agent teams. But can you trust them?
Anthropic shipped Claude Opus 4.6 this week. The headline features are strong: a 1M token context window (a first for Opus models), 128K output tokens, adaptive thinking that adjusts reasoning depth to the task, and top-of-the-table benchmark scores across coding, finance, and l…
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AI slop: psychology, history, and the problem of the ersatz
In 2025, the term “slop” emerged as the dominant descriptor for low-quality AI-generated output. It has quickly joined our shared lexicon, and Merriam-Webster’s human editors chose it as their Word of the Year. As a techno-optimist, I am at worst ambivalent about AI outputs, so…
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Zero busy work
AI has given us a lot of things. When used incorrectly, your brain turns to mush. When used correctly, it frees you to be original, strategic and creative. Something I’ve been thinking a lot about lately is the idea of zero busy work. This isn’t just about productivity, but abo…
