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What this also suggests, intriguingly, is that the task of translating (or writing) literary novels cannot be broken into parts and done by a succession of different humans either - not by wikis, nor crowdsourcing, nor ghostwriters. Stability of point of view and consistency of style are too important. What's truly strange, then, is the fact that we do seem to make a lot of art this way.
Brian Christian Quotes: What this also suggests, intriguingly,
If you want to be a good intuitive Bayesian - if you want to naturally make good predictions, without having to think about what kind of prediction rule is appropriate - you need to protect your priors. Counterintuitively, that might mean turning off the news.
Brian Christian Quotes: If you want to be
To be human is to be 'a' human, a specific person with a life history and idiosyncrasy and point of view; artificial intelligence suggest that the line between intelligent machines and people blurs most when a puree is made of that identity.
Brian Christian Quotes: To be human is to
Seemingly innocuous language like 'Oh, I'm flexible' or 'What do you want to do tonight?' has a dark computational underbelly that should make you think twice. It has the veneer of kindness about it, but it does two deeply alarming things. First, it passes the cognitive buck: 'Here's a problem, you handle it.' Second, by not stating your preferences, it invites the others to simulate or imagine them. And as we have seen, the simulation of the minds of others is one of the biggest computational challenges a mind (or machine) can ever face.
Brian Christian Quotes: Seemingly innocuous language like 'Oh,
We asked Shoup if his research allows him to optimize his own commute, through the Los Angeles traffic to his office at UCLA. Does arguably the world's top expert on parking have some kind of secret weapon? He does: "I ride my bike." When
Brian Christian Quotes: We asked Shoup if his
Unless we're willing to spend eons striving for perfection every time we encounter a hitch, hard problems demand that instead of spinning our tires we imagine easier versions and tackle those first. When applied correctly, this is not just wishful thinking, not fantasy or idle daydreaming. It's one of our best ways of making progress.
Brian Christian Quotes: Unless we're willing to spend
Our judgments betray our expectations, and our expectations betray our experience. What we project about the future reveals a lot - about the world we live in, and about our own past.
Brian Christian Quotes: Our judgments betray our expectations,
They would randomly assign patients to either ECMO or the conventional treatment until a prespecified number of deaths was observed in one of the groups. Then they would switch all the patients in the study to the more effective treatment of the two.
Brian Christian Quotes: They would randomly assign patients
Don't always consider all your options. Don't necessarily go for the outcome that seems best every time. Make a mess on occasion. Travel light. Let things wait. Trust your instincts and don't think too long. Relax. Toss a coin. Forgive, but don't forget. To thine own self be true. Living
Brian Christian Quotes: Don't always consider all your
No choice recurs. We may get similar choices again, but never that exact one. Hesitation - inaction - is just as irrevocable as action. What the motorist, locked on the one-way road, is to space, we are to the fourth dimension: we truly pass this way but once.
Brian Christian Quotes: No choice recurs. We may
Many of my all-time favorite movies are almost entirely verbal. The entire plot of My Dinner with Andre is "Wallace Shawn and Andre Gregory eat dinner." The entire plot of Before Sunrise is "Ethan Hawke and Julie Delpy walk around Vienna." But the dialogue takes us everywhere, and as Roger Ebert notes, of My Dinner with Andre, these films may be paradoxically among the most visually stimulating in the history of the cinema:
Brian Christian Quotes: Many of my all-time favorite
During abusive conversations each remark after the first is only about the previous remark.
Verbal abuse is less complex than other forms of conversation! "Aware of their stateless, knee-jerk character, I recognize that the terse remark I want to blurt has far more to do with some kind of "reflex" to the very last sentence of the conversation than it does with either the actual issue at hand or the person I'm talking to ... I steer myself toward a more "stateful" response.
Brian Christian Quotes: During abusive conversations each remark
Consider how many times you've seen either a crashed plane or a crashed car. It's entirely possible you've seen roughly as many of each - yet many of those cars were on the road next to you, whereas the planes were probably on another continent, transmitted to you via the Internet or television. In the United States, for instance, the total number of people who have lost their lives in commercial plane crashes since the year 2000 would not be enough to fill Carnegie Hall even half full. In contrast, the number of people in the United States killed in car accidents over that same time is greater than the entire population of Wyoming. Simply
Brian Christian Quotes: Consider how many times you've
Grandmaster games are said to begin with novelty, which is the first move of the game that exits the book. It could be the fifth, it could be the thirty-fifth. We think about a chess game as beginning with move one and ending with checkmate. But this is not the case. The games begins when it gets out of book, and it end when it goes into book..And this is why Game 6 [between Garry Kasparov and Deep Blue] didn't count ... Tripping and falling into a well on your way to the field of battle is not the same thing as dying in it ... Deep Blue is only itself out of book; prior to that it is nothing. Just the ghosts of the game itself.
Brian Christian Quotes: Grandmaster games are said to
(As Harvard's Daniel Gilbert puts it, our future selves often "pay good money to remove the tattoos that we paid good money to get.")
Brian Christian Quotes: (As Harvard's Daniel Gilbert puts
Some of the biggest challenges faced by computers and human minds alike: how to manage finite space, finite time, limited attention, unknown unknowns, incomplete information, and an unforeseeable future; how to do so with grace and confidence; and how to do so in a community with others who are all simultaneously trying to do the same.
Brian Christian Quotes: Some of the biggest challenges
When Charles Darwin was trying to decide whether he should propose to his cousin Emma Wedgwood, he got out a pencil and paper and weighed every possible consequence. In favor of marriage he listed children, companionship, and the 'charms of music and female chit-chat.' Against marriage he listed the 'terrible loss of time,' lack of freedom to go where he wished, the burden of visiting relatives, the expense and anxiety provoked by children, the concern that 'perhaps my wife won't like London,' and having less money to spend on books. Weighing one column against the other produced a narrow margin of victory, and at the bottom Darwin scrawled, 'Marry - Marry - Marry Q.E.D.' Quod erat demonstrandum, the mathematical sign-off that Darwin himself restated in English: 'It being proved necessary to Marry.
Brian Christian Quotes: When Charles Darwin was trying
Thrashing is a very recognizable human state. If you've ever had a moment where you wanted to stop doing everything just to have the chance to write down everything you were supposed to be doing, but couldn't spare the time, you've thrashed.
Brian Christian Quotes: Thrashing is a very recognizable
Indeed, as Peter Whittle recounts, during World War II efforts to solve the question so sapped the energies and minds of Allied analysts ... that the suggestion was made that the problem be dropped over Germany, as the ultimate instrument of intellectual sabotage.
Brian Christian Quotes: Indeed, as Peter Whittle recounts,
Inspired by the punched railway tickets of the time, an inventor by the name of Herman Hollerith devised a system of punched manila cards to store information, and a machine, which he called the Hollerith Machine, to count and sort them. Hollerith was awarded a patent in 1889, and the government adopted the Hollerith Machine for the 1890 census. No one had ever seen anything like it. Wrote one awestruck observer, "The apparatus works as unerringly as the mills of the Gods, but beats them hollow as to speed." Another, however, reasoned that the invention was of limited use: "As no one will ever use it but governments, the inventor will not likely get very rich." This prediction, which Hollerith clipped and saved, would not prove entirely correct. Hollerith's firm merged with several others in 1911 to become the Computing-Tabulating-Recording Company. A few years later it was renamed - to International Business Machines, or IBM.
Brian Christian Quotes: Inspired by the punched railway
The road to hell is paved with intractable recursions, bad equilibria, and information cascades.
Brian Christian Quotes: The road to hell is
The more helpful our phones get, the harder it is to be ourselves. For everyone out there fighting to write idiosyncratic, high-entropy, unpredictable, unruly text, swimming upstream of spell-check and predictive auto-completion: Don't let them banalize you. Keep fighting.
Brian Christian Quotes: The more helpful our phones
As Trick points out, sports leagues aren't concerned with determining the rankings as quickly and expeditiously as possible. Instead, sports calendars are explicitly designed to maintain tension throughout the season, something that has rarely been a concern of sorting theory. For
Brian Christian Quotes: As Trick points out, sports
Like most conversations and most chess games, we all start off the same and we all end the same, with a brief moment of difference in between. Fertilization to fertilizer. Ashes to ashes. And we spark across the gap.
Brian Christian Quotes: Like most conversations and most
Conceptual art might be, for better or worse, (definable as) the art most susceptible to lossy compression.
Brian Christian Quotes: Conceptual art might be, for
What's more, sports are not, of course, always designed strictly to minimize the number of games. Without remembering this, some aspects of sports scheduling would otherwise seem mysterious to a computer scientist.
Brian Christian Quotes: What's more, sports are not,
Meanwhile, the kale market grew by 40% in 2013 alone. The biggest purchaser of kale the year before had been Pizza Hut, which put it in their salad bars - as decoration. Some
Brian Christian Quotes: Meanwhile, the kale market grew
I think the reason novels are regarded to have so much more 'information' than films is that they outsource the scenic design and cinematography to the reader ... This, for me, is a powerful argument for the value and potency of literature specifically. Movies don't demand as much from the player. Most people know this; at the end of the day you can be too beat to read but not yet too beat to watch television or listen to music.
Brian Christian Quotes: I think the reason novels
We can hope to be fortunate - but we should strive to be wise.
Brian Christian Quotes: We can hope to be
When I fight off a disease bent on my cellular destruction, when I marvelously distribute energy and collect waste with astonishing alacrity even in my most seemingly fatigued moments, when I slip on ice and gyrate crazily but do not fall, when I unconsciously counter-steer my way into a sharp bicycle turn, taking advantage of physics I do not understand using a technique I am not even aware of using, when I somehow catch the dropped oranges before I know I've dropped them, when my wounds heal in my ignorance, I realize how much bigger I am than I think I am. And how much more important, nine times out of ten, those lower-level processes are to my overall well-being than the higher-level ones that tend to be the ones getting me bent out of shape or making me feel disappointed or proud.
Brian Christian Quotes: When I fight off a
Forrest Gander: Maybe the best we can do is try to leave ourselves unprotected. To keep brushing off habits, how we see things and what we expect, as they crust around us. Brushing the green flies of the usual off the tablecloth. To pay attention.
Brian Christian Quotes: Forrest Gander: Maybe the best
As the applicant pool grows, the exact place to draw the line between looking and leaping settles to 37% of the pool, yielding the 37% Rule: look at the first 37% of the applicants,* choosing none, then be ready to leap for anyone better than all those you've seen so far.
Brian Christian Quotes: As the applicant pool grows,
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