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hallqv

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Depends on your definition of winning - special-purpose tuning is vastly more cost effective since it allows you to train a smaller model that can perform specific tasks as good as a bigger one.

A good analogy is building a webapp - would you prefer to hire a developer with 30+ years experience in various CS domains as well as a PhD or a specialized webdev with 5 years experience at a tenth of the rate?

If I had a penny each time a human has confidently concluded something that is entirely incorrect… I’ve inadvertently done it countless times myself, and so has every person I know of.

What you are talking about I would call guessing :)

Fact of the matter is that sota LLMs are highly accurate predictors for many topics, certainly above any living human in terms of total AUC of correct predictions on fact based questions. Some humans are better on certain topics, but noone can match total AUC since LLMs has such breadth.

As I stated above what I disagree is a system where legislation is used for other purposes than 1) protecting citizens from harm 2) combating anti-competitive practices by incumbent businesses.

The legislation in question clearly falls outside these two categories.

Of course it’s not beneficial per se to auto makers but it’s relatively more troublesome for smaller automakers than bigger ones. Unless they are focused solely on providing cars that are easy to repair of course. In that case they will be given a government mandated market advantage in true communist fashion.

History has clearly taught us that socialism doesn’t work - why do we keep forgetting?

This is the worst type of regulatory overreach - a true innovation killer - putting useless regulatory burden on all car manufacturers. It will only benefit the large incumbents that can afford to be inefficient.

In what world (except for a communist one) is it the role of the government to put arbitrary laws in place pandering to nische interests like this one? The role for regulations is in ensuring the safety of citizens and fighting mono/oligo-polies (instead of helping them, like in this case).