[HN Gopher] Can GPT optimize my taxes? An experiment in letting ...
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       Can GPT optimize my taxes? An experiment in letting the LLM be the
       UX
        
       Author : mmacpherson
       Score  : 10 points
       Date   : 2024-03-31 15:26 UTC (7 hours ago)
        
 (HTM) web link (finedataproducts.com)
 (TXT) w3m dump (finedataproducts.com)
        
       | amelius wrote:
       | > This lack of meta-cognition is a big reason why this first
       | generation of LLM-based products - ChatGPT, Stable Diffusion,
       | GitHub Copilot - are expressed as copilots, as opposed to say
       | autonomous assistants that can be relied upon to perform a task
       | correctly. We encountered the same issue in our previous post
       | about doing scientific literature meta-analysis with LLMs.
       | 
       | Is there any indication that a next generation of LLM-based
       | products can solve the meta-cognition problem?
        
         | tomrod wrote:
         | JEPA architecture seems promising, though my last review was
         | about 4 months back.
        
         | ukuina wrote:
         | Both Sam and Yann have expressed desire to pursue the idea of
         | asymmetric computational load, where "harder" problems emit or
         | recurse through more tokens while "easier" problems (like
         | retrieving tbe current date) use less tokens. This assumes
         | there is a fixed amount of intelligence brought to bear for
         | emitting each token.
        
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       (page generated 2024-03-31 23:00 UTC)