You don't understand anything until you learn it more than one way.
Interpretation
Understanding requires multiple perspectives and methods of learning.
Marvin Minsky's quote emphasizes the importance of approaching knowledge from different angles. It suggests that true comprehension comes not from a single viewpoint or method, but rather through diverse experiences and interpretations that enrich our understanding of a subject.
In practice
In a classroom discussion about learning methods, this quote can highlight the importance of diverse teaching approaches.
If you understand something in only one way, then you don't really understand it at all. The secret of what anything means to us depends on how we've connected it to all other things we know. Well-connected representations let you turn ideas around in your mind, to envision things from many perspectives until you find one that works for you. And that's what we mean by thinking!
There was a failure to recognize the deep problems in AI; for instance, those captured in Blocks World. The people building physical robots learned nothing.
You don't understand anything unless you understand there are at least 3 ways.
I think every person either inherits or eventually makes up their own idea of what they are and who they are and what caused the world to be, and it seems to me that these stories of creation myth, adopted by different cultures - most of them are less insightful than the stories made up by individual poets and writers.
I believe that everyone has to construct a mental model of what they are and where they came from and why they are as they are, and the word soul in each person is the name for that particular mish-mash of those fully formed ideas of one's nature.
If you just have a single problem to solve, then fine, go ahead and use a neural network. But if you want to do science and understand how to choose architectures, or how to go to a new problem, you have to understand what different architectures can and cannot do.
Arithmetic is numbers you squeeze from your head to your hand to your pencil to your paper till you get the answer.
Reading was my escape and my comfort, my consolation, my stimulant of choice: reading for the pure pleasure of it, for the beautiful stillness that surrounds you when you hear an author's words reverberating in your head.
I love the solitude of reading. I love the deep dive into someone else's story, the delicious ache of a last page.
I would also suggest that any aspiring writer begin with short stories. These days, I meet far too many young writers who try to start off with a novel right off, or a trilogy, or even a nine-book series. That's like starting in at rock climbing by tackling Mt. Everest. Short stories help you learn your craft.
How much more do they deserve our reverence and praise, whose lives are devoted to the formation of institutions, which, when they and their children are mingled in the common dust, may continue to cherish the principles and the practice of liberty in perpetual freshness and vigour.
There is little doubt that our society is changing rapidly, but one thing will never change as long as we remain a democracy: the need for voters to know the essentials of our history and government.
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