The US military has always had a massive global advantage against enemies by having bases all over the world. There are bases in every NATO country. This would appear to be a powerful threat to anyone willing to oppose American hegemon, and under normal conditions it would be.
But a lot of those kids serving on those bases joined, not because they love America but, because they needed a ticket out of poverty. They joined for the education, for the money, maybe a bit for the adventure, but, more than anything, to escape the ghetto or podunk backwater that trapped them. Under normal times, this is the best deal they could expect. Maybe they risk their lives, usually they sit around being bored for a few years, and they get to come out with respect and paid college.
But what they are being offered is normal in most of the countries they're stationed in. Free healthcare, cheap or free education, is just what citizens in a lot of countries have come to expect. If the US attacked a NATO country, how many would snap up citizenship if they were given a chance to defect? Bonus points for taking some hardware with you, I'm sure.
But there are some who love their country. There are some patriotic Americans on those bases. Some of them joined specifically to protect the US from all enemies, foreign *and* domestic. Given a chance to fulfill that oath or violate international law, what happens?
There are a good number of former military folks too who now are unsafe in the countries they served, who would do just about anything for citizenship in any EU country and almost any NATO ally. Some of those folks know things they swore an oath to never share, but the country they swore an oath to has betrayed them. Today there's no value in leaking those secrets, but in a war between the US and NATO allies things would be different. Some of those former military folks still believe in their oath, and know exactly who the real enemy is. What happens when there's a real threat of war, when they can use their knowledge to fulfill that oath to protect the US against those domestic threats?
There are a bunch of civilian tech workers who have become targets of the regime. Some of them had clearance, or know about the skeletons in the closet. They know about critical infrastructure, classified systems, all sorts of things that would be extremely valuable to an opponent. But the opponents of the US have always been a frightening *other*, never familiar societies these folks look up to, have visited, have thought about moving to, are trying to escape to.
All I'm saying here is that invading Venezuela and kidnapping the president has a very different calculus than does attacking Greenland. I don't know if Trump or his people are able to understand that, but if he and his folks aren't then I hope European leaders are. But more than that, I hope it never comes down to finding out.
But perhaps we should all think about what we would do to make sure things ended quickly if American leadership ever made such an incredible mistake.
Imagine ChatGPT but instead of predicting text it just linked you to the to 3 documents most-influential on the probabilities that would have been used to predict that text.
Could even generate some info about which parts of each would have been combined how.
There would still be issues with how training data is sourced and filtered, but these could be solved by crawling normally respecting robots.txt and by paying filterers a fair wage with a more relaxed work schedule and mental health support.
The energy issues are mainly about wild future investment and wasteful query spam, not optimized present-day per-query usage.
Is this "just search?"
Yes, but it would have some advantages for a lot of use cases, mainly in synthesizing results across multiple documents and in leveraging a language model more fully to find relevant stuff.
When we talk about the harms of current corporate LLMs, the opportunity cost of NOT building things like this is part of that.
The equivalent for art would have been so amazing too! "Here are some artists that can do what you want, with examples pulled from their portfolios."
It would be a really cool coding assistant that I'd actually encourage my students to use (with some guidelines).
#AI #GenAI #LLMs
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