Generalization is necessary to the advancement of knowledge; but particularly is indispensable to the creations of the imagination. In proportion as men know more and think more they look less at individuals and more at classes. They therefore make better theories and worse poems.
I only know from my own personal experience, and I personally feel that there's a cyclical nature to things, so you don't want to start making generalizations about how bad things have become in comparison to the old days.
The true method of discovery is like the flight of an aeroplane. It starts from the ground of particular observation; it makes a flight in the thin air of imaginative generalization; and it again lands for renewed observation rendered acute by rational interpretation.
..I sought a world philosophy-or an integral philosophy-that would believably weave together the many pluralistic contexts of science, morals, aesthetics, Eastern as well as Western philosophy, and the world's great wisdom traditions. Not on the level of details-that is finitely impossible; but on the level of orienting generalizations: a way to suggest that the world really is one, undivided, whole, and related to itself in every way: a holistic philosophy for a holistic Kosmos, a plausible Theory of Everything.
The eternal is omniembracing and permeative; and the temporal is linear. This opens up a very high order of generalizations of generalizations. The truth could not be more omni-important, although it is often manifestly operative only as a linear identification of a special-case experience on a specialized subject.
Suppose that you want to teach the 'cat' concept to a very young child. Do you explain that a cat is a relatively small, primarily carnivorous mammal with retractible claws, a distinctive sonic output, etc.? I'll bet not. You probably show the kid a lot of different cats, saying 'kitty' each time, until it gets the idea. To put it more generally, generalizations are best made by abstraction from experience.
All generalizations are inaccurate, including this one.
Conclusions which are merely verbal cannot bear fruit, only those do which are based on demonstrated fact. For affirmation and talk are deceptive and treacherous. Wherefore one must hold fast to facts in generalizations also, and occupy oneself with facts persistently, if one is to acquire that ready and infallible habit which we call "the art of medicine".
I tried to write worse but it was no good; my generalizations came out as before, each more exquisite than the last. I grew discouraged.
The curious thing about individuals is that their singularity always goes beyond any category or generalization in the book.
I think one of the things you have to learn if you're going to create believable characters is never to make generalizations about groups of people.
If there is one sweeping generalization I can make without fear of contradiction, it is that 'change' is the scariest word in the English language Nothing will change in our lives until we change our own behavior. Insight won't do it. Understanding why we do the self-defeating things we do won't make us stop doing them. Nagging and pleading with the other person to change won't do it. We have to act. We have to take the first step down a new road.
The essence of knowledge is generalization. That fire can be produced by rubbing wood in a certain way is a knowledge derived by generalization from individual experiences; the statement means that rubbing wood in this way will always produce fire. The art of discovery is therefore the art of correct generalization. ... The separation of relevant from irrelevant factors is the beginning of knowledge.
Generalization, especially risky generalization, is one of the chief methods by which knowledge proceeds... Safe generalizations are usually rather boring. Delete that "usually rather." Safe generalizations are quite boring.
Generalizations, one is told, are dangerous. So is life, for that matter, and it is built up on generalization - from the earliest effort of the adventurer who dared to eat a second berry because the first had not killed him.
No generalization is wholly true—not even this one.
I think it's very easy for people who are not deep in the technology itself to make generalizations, which may be a little dangerous. And we've certainly seen that recently with Elon Musk, Bill Gates, Stephen Hawking, all saying AI is just taking off and it's going to take over the world very quickly. And the thing that they share is none of them work in this technological field.
Writing about race and crime was not new territory for me. But it can be treacherous. So here are my rules: No stereotypes. No generalizations. No explanations. No apologies. Just the facts, ma'am.
Happiness is a specific. Misery is a generalization. People usually know exactly why they are happy. They very rarely know why they are miserable.
( ...philosophy is more often the systematization of the prejudices of philosophers than the systematization of nature.) Distrust all generalizations: stick to the concrete.
The church as we know it today seems a million miles from the New Testament church. That may be a great generalization, but I will stand on it. There is a gulf between our average Christianity and the church of New Testament that makes the Grand Canyon look like a cavity in someone's tooth.
An aphorism is a generalization, therefore not modern.
It is wiser, I believe, to arrive at theory by way of evidence rather than the other way around.... It is more rewarding, in any case, to assemble the facts first and, in the process of arranging them in narrative form, to discover a theory or a historical generalization emerging of its own accord.
Everyone in America (according to my generalizations) is a potential millionaire waiting for his or her big break. I was astonished lately to realize that Americans are definitely believing in and planning for the future, despite the fact that they elected Ronald Reagan twice.
Particular facts are never scientific; only generalization can establish science.
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