this post was submitted on 23 Dec 2023
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[–] kogasa@programming.dev 4 points 11 months ago (4 children)

No such thing has been "mathematically proven." The emergent behavior of ML models is their notable characteristic. The whole point is that their ability to do anything is emergent behavior.

[–] huginn@feddit.it 0 points 11 months ago* (last edited 11 months ago) (3 children)

Here's a white paper explicitly proving:

  1. No emergent properties (illusory due to bad measures)
  2. Predictable linear progress with model size

https://arxiv.org/abs/2304.15004

The field changes fast, I understand it is hard to keep up

[–] kogasa@programming.dev 2 points 11 months ago (2 children)

Sure, if you define "emergent abilities" just so. It's obvious from context that this is not what I described.

[–] huginn@feddit.it -1 points 11 months ago (1 children)

Their paper uses industry standard definitions

[–] kogasa@programming.dev 2 points 10 months ago

Their paper uses terminology that makes sense in context. It's not a definition of "emergent behavior."