nfc · HackerTrans

7 個月前discuss

It seems like an extremely coarse classification. Category 3 contains languages with very different degrees of difficulty, while Bulgarian and Russian are both Slavic they are nothing alike in terms of difficulty since Bulgarian is the most analytic of Slavic languages (has the less inflection). That makes it extremely easy to learn compared to Russian.

nfc

去年discuss

Something I ponder in the context of AI alignment is how we approach agents with potentially multiple objectives. Much of the discussion seems focused on ensuring an AI pursues a single goal. Which seems to be a great idea if we are trying to simplify the problem but I'm not sure how realistic it is when considering complex intelligences.

For example human motivation often involves juggling several goals simultaneously. I might care about both my own happiness and my family's happiness. The way I navigate this isn't by picking one goal and maximizing it at the expense of the other; instead, I try to balance my efforts and find acceptable trade-offs.

I think this 'balancing act' between potentially competing objectives may be a really crucial aspect of complex agency, but I haven't seen it discussed as much in alignment circles. Maybe someone could point me to some discussions about this :)

nfc

去年discuss

I agree with your point about the validation bottleneck becoming dominant over raw compute and simple model scaling. However, I wonder if we're underestimating the potential headroom for sheer efficiency breakthroughs at our levels of intelligence.

Von Neumann for example was incredibly brilliant, yet his brain presumably ran on roughly the same power budget as anyone else's. I mean, did he have to eat mountains of food to fuel those thoughts? ;)

So it looks like massive gains in intelligence or capability might not require proportionally massive increases in fundamental inputs at least at the highest levels of intelligence a human can reach, and if that's true for the human brain why not for other architecture of intelligence.

P.S. It's funny, I was talking about something along the lines of what you said with a friend just a few minutes before reading your comment so when I saw it I felt that I had to comment :)

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