unique property, which is in the early stages before that tolerance principle is reached, people's behavior is basically random, and then suddenly they converge to a stable categorical understanding. So they've leapt from a random state to an ordered state. There may be A fundamental limit in the ability for LLMs to understand that kind of transitional behavior Right
And this is important because it tells us which of the attributes can be used in code quantitative information and which should be used as categorical differentiators. Now as you can perhaps imagine, pre-attentive attributes become huge tools for focusing our audience's attention when it comes to visualizing data.
what I call SUTI, S-U-T-I, the search for unconventional terrestrial intelligences. I think we got much bigger issues than actually recognizing aliens off Earth. But I'll make this claim. I think the categorical stuff is actually hurting that search. Because, if we try to define categories with the kinds of criteria that we've gotten used to, we are going to be very poorly set up to recognize life in novel embodiments. I think we have
other goals you may have that fit into those categories. That's called a categorical prompt. And again, there's evidence behind that helping people elicit more meaningful goals. So, one of the things I said is buy a Ferrari. Again, these aren't my goals, I don't care about Ferraris, but in case
The only reason you're acting is that of a duty to follow this universal rule. He called this the categorical imperative. And what happens after that is completely irrelevant.
looking for the authenticity and the original thing. So we have these categorical minds.
in fact, I asked him, do you pay extra insurance? That sounds like a categorical statement, but every year I actually rank the 10 worst businesses.
We are nine. Years old. And I can say categorically, looking back, that the most important thing you can do for a business, whether it's a startup or a big businesses, is having clarity about your vision of where you're going.
The recipes were not umbrella recipes, like cocktails are, they were separated into shrubs, into punches, into scuffers, into negoos, into sours. Cocktails were very categorical. And this was a very simple utilitarian book, that was obviously meant for bartenders that had in the 1862 addition a big appendix that was filled with information for bar
common. Well, you have probably heard two arguments, two extreme or categorical answers to the question. Should you bargain with the devil. Now in my field, I share the program on negotiation at Harvard, and I'm the head of what's called the Harvard negotiation research project.
Maybe there's going to be some material that comes from that if I just have the discipline to just jot it down and then periodically go back And that was something that was categorically underappreciated.
So now we know today that nutrition plays a role. What if we were to categorically say, if you do this cut here and this marking here and this flap here, you
And I knew I could either solve this, and I pretty much had two weeks to do it, or I would have to leave New York or go get another job. And while neither of those things is categorically bad, it just didn't feel like the right thing for me. So in that moment, I came to one of two conclusions.
And this was really just an exercise in going into the existing maps, going through all of those features one by one, and then just slowly and categorically going through each of the individual steps to make sure that all that detail was uniform in style and consistency across the whole set of maps.
they have a surgery, they get treated, they receive the medication, they're sent home. And trying to track the patterns in categorical event streams like Web Log Data we think is a significant and important problem. Tree structured data is another common space I'm gonna show that quickly. But my main focus today is network data.
I personally think that what the web has shown us categorically is that people misbehave when they are anonymous.
away. You said categorically.
I can't say, categorically, that this absolutely never ever happens.
So that's the statement that I would categorically say.
um and um who here only eats Wildfish and categorically refuses to
Now I have to confess, I'm allergic to categorical answers. Because usually you can find a counter example to embarrass a categorical claim. And what I want you to think about for a moment, who are your two greatest political heroes
But it's sort of interesting to put it into sort of more categorical terms.
Well, I am going to tell you this categorically.
So it seems the theme that I hear is that really erasing all of that categorically, to have it be more about authenticity
Here we're not using color so strategically. Here, color is used as a categorical differentiator. There originally, we've taken them off here but were categories along the bottom.
"The console you are playing now -- the console you have only today purchased is categorically different from its ancestors. It is called the Sony PlayStation. Its controllers are
Should you bargain with the devil. Now in my field, I share the program on negotiation at Harvard, and I'm the head of what's called the Harvard negotiation research project. In my field, you've heard the categorical answer. And that is you should always negotiate. You should always be prepared to sit down in a problem solving way, see if you can work out some arrangement that's better for you
these to, to these kind of cognitive systems, right? So the, so the tools that have been developed in, in behavioral science and so on, you're never going to try them in other contexts because, because you've already decided that there's a categorical difference, that it would be a categorical error to apply them. And, and people say this to me all the time is that you're making a category error, and as, as if these categories were given to us, you know, about from, from, from on high, and we have to, we have to obey them forevermore. The
Which is just a reminder of how much things have changed in just over 1 year cuz he was categorical there that he was
Her reputation lives on because the UK loves an underdog, and also because she categorically refused to be swept aside by the more powerful forces that
Could you have built the Huffington Post and you empire to what it is now on seven to eight hours of sleep? Well, great question. And I would say categorically, yes. In fact, most of the success of the Huffington Post has been built after my wake up call, in the last seven years.
President Dick Cheney declared, and I'm quoting, "I have been charged by the president with making sure that none of the tyrannies of the world are negotiated with. We don't negotiate with evil, we defeat it." Well there's the two categorical answers. Now I have to confess, I'm allergic to categorical answers.
with evil, we defeat it." Well there's the two categorical answers. Now I have to confess, I'm allergic to categorical answers. Because usually you can find a counter example to embarrass a categorical claim.
One a hero because he refused to negotiate, another a hero because he secretly initiated negotiations. And I ended up having thought about it, deciding that the challenge of course is how do you make wise decisions about whether to negotiate or not if there aren't categorical answers one way or the other. And, the challenge I think is to make wise decisions.
What about all the other wild species that are relying on the sardines, anchovies categorically?
Yeah, and then have you respond, and I hope that will sort of frame it and take us down that lane. Um, optimization-based models, which you've been talking about, optimization-based models of human behavior may overlook some of the simple categorical processes that characterize human social learning as satisficing.
And then, on the other hand, we have people who sort of say, "We just need another Robert Moses type," or, We just need to give a categorical exclusion
Those are categories. Technically, it's all the same thing, really. Fundamentally, it's all the same. There's no difference between biology and physics. But it's a useful category. If you go to the physics department and the biology department, those people are different in, in... at some kind of categorical way. So somehow, I don't know what the chicken or the egg is, but the categories. Maybe the categories create themselves because of the way we think about them and use them in language, but it does seem
Hitler, din with Trump kind of as the piece referenced. Does that make them categorically different or just packaged differently? How is that not a material
or addicted to, like our smartphones, but that we can't categorically avoid?
and see how that decision was made, disagree with that decision, and either provide categorical imperatives for future behavior, white lists,
Because if anything changed in the data, which it should have if there's something interesting you're trying to say, the pieces are all in an entirely different place to see. So dashboards, you want to think about designing in grays when you can or using color only as a categorical differentiator,
And what these are is a set of well-connected brain regions that basically deconstruct the visual image of the face, reassemble it, and link it categorically to an individual.
And what these are is a set of well-connected brain regions that basically deconstruct the visual image of the face, reassemble it, and link it categorically to an individual.
I think it's better, but I don't think paying for dating, obviously, is not categorically a bad way
Or does Apple go up or down? Is there a relationship that might be interesting, that might be useful, that might be significant? So that is most commonly seen in temporal data that has continuous values like stock market closing prices, but as I'll show you we also look at places where's there's categorical data like patient event histories. Patients are admitted to a hospital, they have a surgery, they get treated, they receive the medication, they're sent home.
that a third are mentally ill of homeless people, a third are just out of a job, a third are just poor -- not "just", but you know what I'm saying. They try to give some categorical
So in this article they talk about how that-that we classify things incorrectly and we're not very good at talking about the cause. This is categorical misclassification and etiologic
I think of it as origami, because as Robert said, if its primary expression is folds in paper, no matter the method of getting them into the paper, that can categorically be
of stepping outside that so. I wanted to write a book to help out with that a little bit, you know? Say that, categorically, here's a recipe,