Jul 4, 2026 04:42 PM
Cutting-edge science has moved beyond Occam's Razor
https://iai.tv/articles/cutting-edge-sci..._auid=2020
INTRO: For centuries, scientific progress meant taming complexity with simple, unified theories, guided by Occam’s Razor. Newton and Einstein captured vast, intricate systems in just a handful of elegant equations. But philosopher Eric B. Winsberg, a leading voice on the use of computer simulations in science, argues we’ve entered a revolutionary new scientific age, in which progress no longer requires crafting simple theories. Breakthroughs are being powered by machine learning systems like AlphaFold, which solve previously intractable problems like protein folding using vast datasets, and no simple, elegant theory at all. While there may be regions of reality in which traditional scientific theorizing is helpful, there’s no reason to insist that this applies to reality in its entirety... (MORE - details)
https://iai.tv/articles/cutting-edge-sci..._auid=2020
INTRO: For centuries, scientific progress meant taming complexity with simple, unified theories, guided by Occam’s Razor. Newton and Einstein captured vast, intricate systems in just a handful of elegant equations. But philosopher Eric B. Winsberg, a leading voice on the use of computer simulations in science, argues we’ve entered a revolutionary new scientific age, in which progress no longer requires crafting simple theories. Breakthroughs are being powered by machine learning systems like AlphaFold, which solve previously intractable problems like protein folding using vast datasets, and no simple, elegant theory at all. While there may be regions of reality in which traditional scientific theorizing is helpful, there’s no reason to insist that this applies to reality in its entirety... (MORE - details)