LESSWRONG
LW

701
Wikitags

Natural Abstraction

Edited by Raemon last updated 10th Oct 2022

The Natural Abstraction hypothesis says that:

Our physical world abstracts well: for most systems, the information relevant “far away” from the system (in various senses) is much lower-dimensional than the system itself. These low-dimensional summaries are exactly the high-level abstract objects/concepts typically used by humans.

These abstractions are “natural”: a wide variety of cognitive architectures will learn to use approximately the same high-level abstract objects/concepts to reason about the world.

(from "Testing the Natural Abstraction Hypothesis")

Subscribe
Discussion
1
Subscribe
Discussion
1
Posts tagged Natural Abstraction
110Natural Latents: Latent Variables Stable Across Ontologies
Ω
johnswentworth, David Lorell
9d
Ω
13
58Perils of under- vs over-sculpting AGI desires
Ω
Steven Byrnes
1mo
Ω
12
32Abstract Mathematical Concepts vs. Abstractions Over Real-World Systems
Ω
Thane Ruthenis
7mo
Ω
10
29Towards building blocks of ontologies
Daniel C, Alex_Altair, Dalcy, Alfred Harwood, JoseFaustino
7mo
0
14Disentangling Representations through Multi-task Learning
Bogdan Ionut Cirstea
10mo
1
25Abstractions are not Natural
Alfred Harwood
10mo
21
20Towards the Operationalization of Philosophy & Wisdom
Thane Ruthenis
11mo
2
47Minimal Motivation of Natural Latents
Ω
johnswentworth, David Lorell
11mo
Ω
14
38AISafety.info: What is the "natural abstractions hypothesis"?
Algon
1y
2
7Validating / finding alignment-relevant concepts using neural data
Bogdan Ionut Cirstea
1y
0
17AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space
Bogdan Ionut Cirstea
1y
1
19Jonothan Gorard:The territory is isomorphic to an equivalence class of its maps
Daniel C
1y
18
11Universal dimensions of visual representation
Bogdan Ionut Cirstea
1y
0
62What is a Tool?
Ω
johnswentworth, David Lorell
1y
Ω
4
4Contrapositive Natural Abstraction - Project Intro
Elliot Callender
1y
5
Load More (15/76)
Add Posts