AI's Text Magic: Beyond Correlations to World's Usable Representation [Shocking!]

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  • Опубліковано 17 жов 2023
  • Does GPT understand the world?
    Witness how AI transcends mere text correlations, visualizing it as the world's projection, and capturing a condensed, usable depiction of human essence and emotions.
    Here is what Ilya Sutskever, co-founder of OpenAI, says during a discussion with Jensen Huang, CEO of Nvidia:
    (1) When we train a large neural network to accurately predict the next word in lots of different texts from the internet, the AI is learning a world model.
    (2) On the surface, it may look like learning correlations in text, but it turns out that to 'just learn' statistical correlations in text, to compress information really well, what the neural network learns is some representation of the process that produced the text.
    (3) This text is a projection of the world...what the neural network is learning is aspects of the world, of people, of the human conditions, their hopes, dreams, motivations, their interactions...the situations we are in. The neural network learns a compressed, abstract, usable representation."
    Do you think learning representations = understanding?
    Are large language models simply stochastic parrots, or are they much more??
    Stay curious, subscribe!
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    #AITextMagic #UsableRepresentation #DeepAIInsights #openai
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