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Comment on Majority of AI Researchers Say Tech Industry Is Pouring Billions Into a Dead End

Imo our current version of ai are too generalized, we add so much information into the ai to make them good at everything it all mixes together into a single grey halucinating slop that the ai ends up being good at nothing.

We need to find ways to specialize ai and give said ai a more consistent and concrete personality to move forward.

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nectar45@lemmy.zip ⁨1⁩ ⁨month⁩ ago
Imo to make an ai that is truly good at everything we need to have multiple ai all designed to do something different all working together (like the human brain works) instead of making every single ai a personality-less sludge of jack of all trades master of none

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- agamemnonymous@sh.itjust.works ⁨1⁩ ⁨month⁩ ago
  Mixture of experts is the future of AI. Breakthroughs won’t come from bigger models, it’ll come from better coordinated conversations between models.
  
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- morrowind@lemmy.ml ⁨1⁩ ⁨month⁩ ago
  Lots of people think this. They keep turning out wrong. Look up the bitter lesson
  
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- pixxelkick@lemmy.world ⁨1⁩ ⁨month⁩ ago
  They did that awhile ago, it was a big feature if gpt 3
  
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pixxelkick@lemmy.world ⁨1⁩ ⁨month⁩ ago
We already did this like a year ago mate. That was like v3 of gpt

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- nectar45@lemmy.zip ⁨1⁩ ⁨month⁩ ago
  Yeah but its like…pretty half baked
  
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  - pixxelkick@lemmy.world ⁨1⁩ ⁨month⁩ ago
    No, it’s just not something exposed to you to see
    
    But under the hood it very much does shift gears depending on what you ask it to do
    
    It’s why gpt can do stuff now like analyze contents of images, basic OCR, but also generate images too.
    
    Yet it can also do math, talk about biology, give relationship advice…
    
    I believe open AI called the term “specialists” or something vaguely like that, at the time.
    
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