Insights tagged ‘Hot Takes’

  • 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…

  • Yes, the models got dumber

    In March 2023, GPT-4 could identify prime numbers with 97.6% accuracy. By June, that figure had cratered to 2.4%. Not a rounding error, not a minor regression, but a 95-point collapse on the same task with the same prompts. If a bridge lost 95% of its load-bearing capacity in th…

  • Meta and Stripe want you to buy things from ads again

    Meta and Stripe announced this week that they have built a native checkout experience inside Facebook ads, powered by Stripe’s infrastructure and the buyer’s saved Meta wallet credentials. A user sees an ad, taps “Buy now,” and purchases the item without leaving Facebook. If you…

  • A $10K Mac Studio won't replace your API bill

    Caveat: this article contains a detailed examination of the state of open source/ weight AI technology that is accurate as of February 2026. Things move fast. I don’t make a habit of writing about wonky AI takes on social media, for obvious reasons. However, a post from an AI s…

  • Why AI agents keep forgetting things, and the race to fix it

    Ask ChatGPT something on Monday and return on Wednesday, and it will greet you with the warmth of a stranger. It has no recollection of your project, preferences, or the three hours you spent refining a prompt together. This amnesia is not a flaw in the traditional sense but a c…

  • The missiles are the destination

    One of my uncommon enjoyments is the work that happens right in the middle of a big problem that needs to be solved, or even a nosedive. A calmness kicks in, the path gets clearer and I can usually tunnel vision my way through to course correction. I used to think this was spec…

  • Reading between the lines

    There’s a lot to learn in a professional services business between the day you open your doors and the day you sell or retire or whatever it is you do next. And there are a million different angles you can take to improve the future based on the past. Here is a line graph of my…

  • 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…

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