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As someone who spent countless nights tweaking Edge Detectors (looking at you, Canny), morphology operators, etc., building models to recognize 10 handwritten digits, let me tell you: the current set of LLMs (even the smaller ones) seem like magic. I had never imagined a computer would do such things in my lifetime.
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Compared to what we had in 2016 with RNNs, this is effectively “AGI”
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OK, so its way better. that doesn't make it AGI.

If I can't give it an arbitrary task and have it solve that task eventually, it's not a general intelligence.

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Are you guaranteed to solve an arbitrary task eventually?
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