Medium - When is AI trustworthy? When is AI useful?

원문 - Andrew E Brereton

Trend 파악을 Medium 기고문 요약 포스팅 - AI가 유용할 때와 믿음직 스러울 때

Boltzmann’s Entropy

“Nothing is more practical than a good theory.” - Ludwig Boltzmann

A summary increases the entropy, and creates directionality.

A given macrostate will have multiple microstates compatible with it.

All of these are a “labeled for re-use clip-art drawing of the Mona Lisa”

The Problem With Maps

“The best material model of a cat is another, or preferably the same, cat.” - Norbert Wiener, Philosophy of Science (1945)

That’s enough of these drawings I think.

Yes it’s a real restaurant.

Image from MapTO’s amazing analysis: http://www.mapto.ca/maps/2017/5/9/the-newest-ttc-map-is-distorted

“How ‘bout that weather eh?”

“Prediction is very difficult, especially if it’s about the future.” - Niels Bohr

The Summary Fallacy

“Chaos is a ladder.” - Littlefinger (🤢)

Ahh such beautiful low-entropy protein-drug spaghetti. Drug shown in pink.

Final Thoughts

“All models are wrong, but some are useful.” - George Box

Summary


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