1,229 karma · joined September 23, 2016
These institutions are usually on the small side and don’t make money in grants because they don’t do research, so they don’t spend millions in advertising or in sending out interviewers to thousands of high schools. So there’s a good chance you’ve never heard of even the ones you live near to.
These schools tend to produce both better experiences (less reliance on the painful “weed-out course” degree plan architecture of huge school) and somewhat better outcomes. I will almost certainly be sending my kids to be PUI and not a megaversity when they’re older.
So there are two questions: who could have imposed meaningful sanctions on the US? The answer is probably nothing short of a concerted international effort amongst many nations. And then, the more important question, who would have imposed sanctions? Nobody, because the Iraq war had a substantial amount of international support, at least within Europe.
What GPTs have to deal with is more like, you are fed an arithmetic problem via colored slips of paper, and you just have to remember that this particular shade of chartreuse means "224", which you happen to have memorized equals 7 * 32, etc., but then the next slip of paper is off-white which means "1", and now you have to mentally shift everything ...
(224)(1)( +)( 198)(73)( =)
I’ve heard it remarked before that, while tokenization is obviously an unavoidable part of a model with an architecture like GPT, this is a very silly way of tokenizing number strings for the purposes of learning or doing arithmetic. Indeed, I think a lot of GPT-3’s puzzling edge-case performance can be ascribed to weird and unhelpful tokenizations. Just imagine if you were forced to learn arithmetic with a brain that automatically categorized “224” as a sort of distinct object, or, for that matter, breaking down 19873 as ( 198)(73) rather than (19873) or (1)(9)(8)(7)(3) or anything practically useful.
The thing is that we can, in a sense, learn better “tokenizations”, in the sense that a 4 year old learning to read sees letters, while a 40 year old reading a novel “sees” whole words or even groups of words. The GPT architecture can’t change its tokenization scheme.
To put it succinctly, you think I’m minimizing the harm of vaccine misinformation, and I suspect you’re minimizing the probable harms of normalizing speech suppression, and maybe we’re both somewhat right about the other.
Though now that I think on it, there was suppression of anti-Iraq-war speech in the early 2000s. Maybe if those perspectives had been more widely heard, that war wouldn’t have happened.
In any case, what you do in your last paragraph is merely an example of the thing I’m talking about. Misunderstanding someone’s argument and calling that misunderstanding a strawman is itself a strawman. 5.7 million deaths on one side of the ledger, okay. Well, the establishment was wrong about masking early in the pandemic, so how many more lives would have been lost if pro-masking voices had been suppressed then?
The principle of “don’t interfere with the free exchange of ideas” is one such example where it is particularly hard to see the justification. The consequences of speech suppression are usually subtle —- how do you quantify the impact of a conversation that didn't happen? And at the same time, the consequences of allowing hatespeech or misinformation are usually not subtle, but rather immediate and relatively obvious.
I think we’re actually lucky because the Joe Rohan example does contain examples of good justifications. For the past two years, Rogan was openly discussing politically inconvenient inconsistencies, contradictions, and in some cases retroactively apparent lies by the establishment. It is good to know when your leaders are incompetent, when they are lying, or even when they have made a mistake and never taken responsibility for it! It is good that these conversations happened and good that people know this information.
But even if we can see that this is good, it’s still one of those abstract good-for-society things that is hard to quantify and hard to weigh against the consequences of its counterfactual non-existence. It is thus almost impossible to balance against the harms of, for example, supporting vaccine skepticism. But that’s not an argument for suppression, merely an acknowledgement that this is hard to think about clearly.
But it is a fallacy to say: Joe Rogan’s vaccine skepticism is getting people killed, therefor he should be silenced. The reason is that living in the sort of society that would silence Joe Rogan also gets people killed. The deaths are just abstract deaths.
Put it this way: image we get into a war in five years because Rogan and all the other independent voices like him have been successfully soft-pressured into not talking about the downsides, while the mainstream propaganda mouthpieces have been selling the war hard. Thus, we create a concrete terrible outcome because we allowed a culture of speech suppression. Unfortunately, even if that does happen, it will not be obvious that speech suppression led to war, because, again, general principles tend to have more subtle but far-reaching consequences.
There are also well-known edge cases where speech suppression is probably obviously the right thing to do. I personally think that the genome for smallpox should never have been published, because try as I might, I can’t imagine a scenario where the harms of suppressing the specific knowledge outweighs the possible (even likely) consequence of its dispersement. You can have a principle while being cognizant that tradeoffs can be valid.
Again, though, the reason why free expression is weirdly difficult to defend, is that the harms of “bad” free expression are usually immediate and clear, while the harms of speech suppression are abstract and distant.
Subjective utilities are not fungible, you cannot ask Son A how utility he expects and then compare that number with the answer Son B gives you.
Thus, if you prefer A to B, yet you somehow wrote down that the utility of B is higher than A, you just made a mistake somewhere. Utility is just a scalar valued encoding of subjective personal preference. If you are using it in some other way, e.g. pretending that you are accurately measuring the subjective utility of your sons (rather than your own subjective preferences) than you are going to get weird and usually useless answers.
Some people do use utility in such a way that they assign numbers to other people’s well-being, but doing this always leads to unresolveable paradoxes such as the Repugnant Conclusion, because it’s just not how people think and decide, nor should it be.
I am all starting to feel like it is borderline malpractice to talk about neuron/silicon performance comparisons without acknowledging that perhaps the driving design constraint in wetware is energy usage, and considering the implications this has for optimal architecture.
George R.R. Martin is still underrated, even given his success. He wrote for television for a long time and structured his novels more like seasons of TV, with each chapter serving as an episode. This is part of the reason for their popularity. Martin is also a once-in-a-generation genius of character, structure, and plot - a self-evident truth that is rarely spoken aloud because genre fiction is "not literature."
The creators of the GOT show really never even realized that they were adapting something carefully, painstakingly honed by a genius craftsman. They really figured they could just keep throwing in dramatic, violent twists and we wouldn't know the difference. In that light, it's shocking that they even made the first seasons as competently as they did.
It has always been a problem that the mental trick of weighing costs and benefits doesn't come naturally to human beings, but I've definitely been noticing it more and more during this era of COVID, wherein the idea of tradeoffs and cost/benefit, which should be central to any pandemic response, is rarely invoked.
https://images.app.goo.gl/P4YtYRLvT5XVcn168
Look at this map of max temperatures and note that the equator runs through a band of relatively low max temperatures: Indonesia, northern South America, and the more southern part of Africa show bands of conspicuous coolness. The hottest max temperatures are in places like southern North America, India, Northern Africa, and Australia; locations that are in fact very far away from the equator.
The max temperatures of a place is caused by many things, such as proximity to water and local wind currents, but one driving reason is relatively simple: because of the tilt of the earth, every day on the equator is 12 hours. North or south of the equator, on the summer solstice, you can get 15 hour days, depending on latitude. The summer is a period of continuously intense solar heating. Again, there are other factors, but the sun is the driving force.
This is relevant because younger kids need more supervision and are less likely to spread COVID, while older kids need less supervision and are more likely to spread; therefor keeping older kids home and sending younger ones in might be totally rational. But it doesn’t seem like this gets brought up.