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Current AI limitations require fundamental innovations for AGI

Perhaps there is a watefall, but we are not on that river right now.
The river we are on leads to a pond with no naviguable exit.
A dead end.
To get to animal-level AI, we need to invent the helicopter.
We can't describe a safe helicopter because we can't describe a helicopter.

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