It's not 'magic' though but previously LLMs have performed very badly on longer multiplication, 'insight' is the wrong word but I'm saying maybe they're not wildly better at this calculation... maybe they are just optimising these well known jagged edges.
I didn't grow up in a 3rd world country but had the same experience, bar running games I don't own. Not everyone in the west had parents that wanted to just spend thousands on hardware that seemed to be obsolete next year, or any means of making that money. And I've never stopped using sub-par hardware, to this day I enjoy squeezing every drop of performance from cheap pre-owned stuff.
Dude that's not a 'puddle' as the article claims, that's a body of water that it's not even visually obvious whether it's safe to drive through. Maybe I'm a bad driver but I'd hesitate to drive through that in a small car either.
If you drive the road every day, you probably do. If you can see someone drive through it (perhaps someone who knows the area well and knows how deep it is based on puddle width), you definitely do.
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