yego.me
💡 Stop wasting time. Read Youtube instead of watch. Download Chrome Extension

Good Explanations Are Hard to Vary


2m read
·Nov 3, 2024

Brett, would you say that a scientific theory is a subset of a good explanation? Yes, they're the testable kinds of good explanations. Falsifiable theories are actually a dime a dozen. This doesn't tell you anything about the quality of the explanation you're being given.

The example that's used in "The Fabric of Reality" is the grass cure for the common cold. If someone comes along to you and says, "If you eat 1.0 kilograms of grass, it will cure your common cold," they have a testable theory. The problem is that no one should test it. Why? Because they haven't given you an explanation as to what the mechanism is that would enable grass to cure the common cold.

If you do eat the 1.0 kilograms of grass and it doesn't cure your cold, they can turn around and say, "1.1 kilograms might do it," right? Or you need a different kind of grass, or you need to always do it on a different day. It's always testable, but you're not getting anywhere; you're not making any progress.

So, I think the second piece of a good explanation is hard to vary. It has to be very precise, and there must be a good reason for the precision. The famous example he used in "The Beginning of Infinity" is, "Why do we have seasons on the Earth?" There was the old Greek explanation: "Well, it's driven by Persephone, the goddess of spring. That's when she can leave Hades," and there's this whole theory involving gods and goddesses. Not only was that not easily testable, it was very easy to vary. Persephone could have been Nike, and Hades could have been Jupiter or Zeus.

It's very easy to vary that explanation without the predictions changing. Whereas if you look at the axis tilt theory of saying "The Earth is angled at 23 degrees relative to the sun," and therefore would expect the sun to rise here in the winter and over there in the summer, the facts on that are very hard to vary. It makes risky and narrow predictions. They can predict the exact length of summer and winter at different latitudes, and you can test that very precisely.

So beyond it being a creative theory that is testable and falsifiable, it should be hard to vary the pieces of that theory without essentially destroying that theory. You certainly don't want to vary it after the fact, like your grass example: "Oh, it was one kilogram, now it's 1.1, now it's 1.2."

Finally, the predictions that it makes should be very narrow and precise, and they should be risky. For example, I believe in relativity; was it Eddington who did the experiment and showed that starlight gets bent around the eclipse? That was a prediction that Einstein had made in relativity, which turned out to be true. That was a risky prediction that took a long time to confirm.

More Articles

View All
Seasons | The Earth-sun-moon system | Middle school Earth and space science | Khan Academy
In this video, we’re gonna think about why we have seasons on Earth like summer and fall and winter and spring. Now, one theory that some folks might have is maybe it’s due to the distance between the Earth and the Sun. We know that the Earth orbits the S…
Proof of expected value of geometric random variable | AP Statistics | Khan Academy
So right here we have a classic geometric random variable. We’re defining it as the number of independent trials we need to get a success, where the probability of success for each trial is lowercase p. We have seen this before when we introduced ourselve…
THROW BABIES !!! .... IMG! #22
The way the Ninja Turtles should have been, and a loaf of bread who can’t believe you sliced him. It’s Episode 22 of [Music]. IMG, uh hi, can we have a talk? This cloud looks like a dinosaur, this one’s a fish, this one is the Grim Reaper. We’ve got a do…
What Are Tundras? | National Geographic
What are tundras? Tundras are among the Earth’s coldest and harshest biomes. These ecosystems are treeless regions with extreme cold and low rainfall. There are two different types of tundras: alpine and arctic. Alpine tundras occur on mountains where tr…
Angela Bassett on the Water Problem | Breakthrough
A beautiful Earth is covered roughly 70% with water, but only 1% of that is usable by humans for consuming. Water is one of those elements that we need to exist, like oxygen. Coming to this project, one of the things that I’ve learned is that there’s no o…
Khan Academy Ed Talks with Ned Johnson - February 2, 2022
Hello and welcome to Ed Talks with Khan Academy! I’m Kristen De Cerva, the Chief Learning Officer here at Khan Academy, and I’m excited today to talk to Ned Johnson, who’s an author, speaker, and founder of PrepMatters, which is a company providing academ…