this post was submitted on 23 Dec 2023
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The first minds to be controlled by generative AI will live inside video games (www.cnbc.com)
submitted 1 year ago by Mazdak@lemmy.org to c/technology@lemmy.world
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[–] huginn@feddit.it 0 points 1 year ago (2 children)

Unless you want to call your predictive text on your keyboard a mind you really can't call an LLM a mind. It is nothing more than a linear progression from that. Mathematically proven to not show any form of emergent behavior.

[–] kogasa@programming.dev 1 points 1 year ago (1 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 1 points 1 year ago* (last edited 1 year ago)

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

[–] MxM111@kbin.social 1 points 1 year ago (1 children)

I do not think that it is “linear” progression. ANN by definition is nonlinear. Neither I think anything is “mathematically proven”. If I am wrong, please provide a link.

[–] huginn@feddit.it 1 points 1 year ago

Sure thing: 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