

That first part is kind of what I mean? Computers are functionally just math and parity checkers, they do the tedious and complicated parts of finding the data, checking it’s validity, and distributing it into shades of light that create an image of Piper Perry getting her tonsils massaged. They do it quick and they do it cheap, that’s why they’re good tools.
LLMs are no replacement for that. They get math wrong regularly because they don’t actually calculate they just guess. They get indexing wrong because they don’t actually check it like conputers do. Yeah, they can also provide some amalgam of digital flesh with fake blonde looking hair but they do so at a cost that would make the real actress look like a charity. Nothing about AI makes sense because it’s smoke and mirrors to distract us from all the money that’s getting stolen.
The only way this week cause an AI Apocalypse is if it’s actually a human error apocalypse or a human greed apocalypse wearing a cyberpunk hat.


Pumpkin does very much have it’s own flavor but they don’t tend to add it to pumpkin spice products.
It is amazing in oats though, if you’re cooking on the stove, put the dry oats and about 2tbsp of pumkin puree from a can into the pot. Mix it up and toast it a little before adding your spices, then when it’s fragrant, add the liquids and boil. It’s a little more work but it’s game changing for rustic breakfast meals.