And that's true! It doesn't make sense to spend a lot of resources on reproducing things when there is low hanging fruit of just requiring better research in the first place.
I searched Google for one of the hallucinations: [N. Flammarion. Chen "sam generalizes"]
AI Overview: Based on the research, [Chen and N. Flammarion (2022)](https://gptzero.me/news/neurips/) investigate why Sharpness-Aware Minimization (SAM) generalizes better than SGD, focusing on optimization perspectives
The link is a link to the OP web page calling the "research" a hallucination.
I don't know why you believe that a decades-long strict dictatorship like Russia has more democratic support for its "evil" government than a country whose leader was elected just 1 year ago with approximately 50% of the vote.
Russians are lining up to go to war under the promise of money, around 30k a month last time I checked. Americans not so much, in particular not against Europeans. It's different in my view.
Americans don't need money to fight. I was paid $0 with the YPG and had to bankroll my own time. Lots of Americans there. I met a lot of them that didn't even really give a shit about the sides of the war, they just needed to fight something. We're a savage people.
Which historically has worked more for us, than against us.
I agree broadly with this, but was surprised to see the staff software engineer callout. Then OP linked to some other docs about how to avoid being stuck in rut at "merely" useful. At my job we call that "You can't get promoted to next level by doing the job of someone 2 levels above you."
That works either because someone wants to buy old hardware for the manufacturer/lessor, or because the hardware is EOL in 3 years but it's easier to let the lessor deal with recyling / valuable parts recovery.
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