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  • snooggums@lemmy.world
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    3 months ago

    I agree with the author.

    If these models were truly “reasoning,” they should get better with more compute and clearer instructions.

    The fact that they only work up to a certain point despite increased resources is proof that they are just pattern matching, not reasoning.

    • auraithx@lemmy.dbzer0.com
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      3 months ago

      Performance eventually collapses due to architectural constraints, this mirrors cognitive overload in humans: reasoning isn’t just about adding compute, it requires mechanisms like abstraction, recursion, and memory. The models’ collapse doesn’t prove “only pattern matching”, it highlights that today’s models simulate reasoning in narrow bands, but lack the structure to scale it reliably. That is a limitation of implementation, not a disproof of emergent reasoning.