Reducible quotes
From Motley Bytes Wiki
Stephen_Wolfram
Computational Irreducibility
“I’ve increasingly come to view the whole fundamental story of science as being about the interplay between computational irreducibility and computational reducibility. The computational nature of things inevitably leads to computational irreducibility. But there are slices of computational reducibility that inevitably exist on top of this irreducibility that are what make it possible for us — as computationally bounded entities — to identify meaningful scientific laws and to do science.”
- Source: Stephen Wolfram. “The Wolfram Physics Project: A One-Year Update” published 2021-04-14 at https://writings.stephenwolfram.com/2021/04/the-wolfram-physics-project-a-one-year-update/.
- Keywords: View_quotes Whole_quotes Fundamental_quotes Story_quotes Science_quotes Interplay_quotes Between_quotes Computation_quotes Irredicible_quotes Reducible_quotes Nature_quotes Inevitable_quotes Lead_quotes Slice_quotes Exist_quotes Top_quotes Make_quotes Possible_quotes Bound_quotes Entity_quotes Identify_quotes Meaning_quotes Law_quotes Do_quotes
Simple Purpose
“Whenever there’s computational irreducibility we can think of it as exerting a powerful force towards unpredictability and randomness... So for a system to achieve an overall “computationally simple purpose” this computational irreducibility must in some sense be tamed, or at least contained. And in fact it’s an inevitable feature of computational irreducibility that within it there must be “pockets of computational reducibility” where simpler behavior occurs. And at some level the way computationally simple purposes must be achieved is by tapping into those pockets of reducibility. When there’s computational irreducibility it means that there’s no simple narrative one can expect to give of how a system behaves, and no overall “mechanism” one can expect to identify for it. But one can think of pockets of computational reducibility as corresponding to at least small-scale “identifiable mechanisms”... When there’s a “simple overall purpose” being achieved these mechanisms tend to become more manifest.”
- Source: Stephen Wolfram. “What’s Special about Life? Bulk Orchestration and the Rulial Ensemble in Biology and Beyond” published 2025-11-11 at https://writings.stephenwolfram.com/2025/11/whats-special-about-life-bulk-orchestration-and-the-rulial-ensemble-in-biology-and-beyond/.
- Keywords: Computation_quotes Irreducibility_quotes Think_quotes Exertion_quotes Powerful_quotes Force_quotes Toward_quotes Unpredictability_quotes Predictability_quotes Randomness_quotes System_quotes Achieve_quotes Simple_quotes Purpose_quotes Tame_quotes Contain_quotes Inevitable_quotes Feature_quotes Pocket_quotes Reducible_quotes Behavior_quotes Occur_quotes Level_quotes Way_quotes Tap_quotes Narrative_quotes Expect_quotes Overall_quotes Mechanism_quotes Identify_quotes Correspond_quotes Least_quotes Small_quotes Scale_quotes Tend_quotes Become_quotes Manifest_quotes
