Monster -Teeth

Those are Expert Systems, tuned to do exactly one thing. If you (say) ask a medical expert system a question about financial law, it's useless. The autopilot that flies a 787 has no idea how to drive a truck on the freeway. A Coulter Counter is excellent at identifying lymphocytes in a blood sample but can't predict the next card in a blackjack game.

And so on.

The problem with so-called generalized AI (AGI) is that we don't have that yet. It doesn't exist. It MIGHT some day, but AGI has been "10 years away" since the 1980s. The goals keep moving as we learn more about how people and machines process data.

But the current crop of AI techbros have been selling generative Large Language Model AI (LLM) as AGI because generative systems do a good job of faking it. There's no actual thought going on, merely the illusion of thought via predicting the next word in a sentence accurately.

If you let a human toddler listen to 800 hours of YouTube car influencer videos, that toddler might end up sounding like a car influencer. They'd parrot horsepower numbers and 0 to 60 times, mention EV range and MSRP numbers.

But they wouldn't understand any of it.

That's ChatGPT.

And yeah, it's worse than useless because it doesn't even know when it's lying or hallucinating. It just babbles convincingly until you stop it.

But for techbros to make money selling that as "AI"? It's the perfect scam, especially if you don't understand how it works.

Their argument is essentially "You promised us a specific profit margin that is not possible to achieve under this increased public scrutiny of your unethical practices. We only agreed to invest because of those unethical practices. So we demand compensation because you didn't warn us that you'd be behaving more ethically"

this is one of those little details that jumped out and stuck with me since hearing about this.

and in the one hand, did i enjoy spending hours researching housing regulations in my state? not especially. drafting this email was stressful. but on the other hand, did i learn a lot by doing that research? yeah, i did. i’m more prepared for my current and future leases. i used some of that info to make decisions about a new renter’s insurance policy. i already told three different people about things i learned that are relevant to their leases that they didn’t know yet. (pro tip: see if you’re supposed to be getting annual interest payments on your security deposit! also look up what specific appliances your landlords must legally provide as of 2026.) i also got to reconnect with my cousin for a bit because her job gave her specific insight on part of the situation, and i’d much rather do that than have a chatbot make shit up for me.

also, i drafted that email with the power of friendship (friends angry on our behalf) and spite (from landlords telling me not to do my research). chatgpt could never.

bestie boo, let me fill you in on something: if you're going to take any part of 'good grammar' and randomly assign it to She's A Witch! AI, you might as well give up. It's over. You're cooked. Anyone who has spent the last decade or more learning to type properly, anyone who has spent any time writing articles/papers/essays that require you to use 'good grammar' is going to fall into that 'oh no it might be AI' trap.