for practical purposes --------- much AI is already way ahead of...

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    for practical purposes --------- much AI is already way ahead of most PhD people and some models - way ahead of everyone

    LLM's are practically very useful - speeding up research enormously - even with hallucinations - it's their provision of references that is the useful thing atm

    Specific models - like some of the Microsoft models used in materials research - are already way way way in front of any research teams

    in 5 years - the changes will be stunning, in 10 years - beyond belief

    the future is already here
 
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