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submitted 8 months ago by L4s@lemmy.world to c/technology@lemmy.world

Google apologizes for ‘missing the mark’ after Gemini generated racially diverse Nazis::Google says it’s aware of historically inaccurate results for its Gemini AI image generator, following criticism that it depicted historically white groups as people of color.

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[-] kromem@lemmy.world 2 points 8 months ago

You mean like create world representations from it?

https://arxiv.org/abs/2210.13382

Do these networks just memorize a collection of surface statistics, or do they rely on internal representations of the process that generates the sequences they see? We investigate this question by applying a variant of the GPT model to the task of predicting legal moves in a simple board game, Othello. Although the network has no a priori knowledge of the game or its rules, we uncover evidence of an emergent nonlinear internal representation of the board state.

(Though later research found this is actually a linear representation)

Or combine skills and concepts in unique ways?

https://arxiv.org/abs/2310.17567

Furthermore, simple probability calculations indicate that GPT-4's reasonable performance on k=5 is suggestive of going beyond "stochastic parrot" behavior (Bender et al., 2021), i.e., it combines skills in ways that it had not seen during training.

this post was submitted on 22 Feb 2024
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