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Re:Transformers know more than they can tell: Learning the C... by observationist on Tuesday December 09, 2025 @04:36PM (#46211019)
It might be a side quest, or it could be an elegant way to frame a category of problems that are resistant to the ways in which transformers can learn; in turn, by solving that structural deficiency in order to enable a model to effectively learn that category of problems, you might empower a new leap in capabilities and power.

We're a handful of breakthroughs before models reach superhuman levels across any and all domains of cognition. It's clear that current architectures aren't going to be the end-all solution, but all we need might simply be a handful of well-posed categorical deficiencies that allow a smooth transition past the current jagged frontiers.

Re:Transformers know more than they can tell: Learning the C... by jacquesm on Tuesday December 09, 2025 @09:49PM (#46213450)
> We're a handful of breakthroughs before models reach superhuman levels across any and all domains of cognition.

That's a pretty bold claim to make.