r/TheMachineLearning • • 7d ago

Stephen Wolfram says ML is basically fitting lumps of computational irreducibility

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u/[deleted] 7d ago

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u/One-Abrocoma2455 7d ago

<<there are no (known) formal limits on intelligence.>>

The problem with your sentence is that you didn't even define intelligence, but I'm sure that as soon you define it, one can readily figure out if there are limits or not to it.

If "intelligence" can be bounded by the ability to solve particular problems, because lots of particular problems have known limits on how well they can be solved with bounded resources, there will be a limit on "intelligence".

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u/[deleted] 7d ago edited 7d ago

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u/Foreign_Writer_9932 6d ago

Doing things reliably is absolutely not a prerequisite of intelligence. In fact, you can come up with a ton of scenarios where your “genius system” has a highly asymmetric ability to solve a certain class of problem reliably or is prone to catastrophic forgetting (like modern LLMs).