&gt; Most fast-takeoff AGI scenarios usually involve a singular intelligence created from an algorithm that easily scales based on how much computing power is allocated to it.<p>Still, it&#x27;s pretty easy to imagine this not resulting in the sort of &quot;runaway&quot; intelligence most often associated with the notion of singularity. What if general intelligence is inherently extremely computationally complex? Imagine that the level of intelligence is represented by a number n, and say that human intelligence is n=100. If the computational complexity of intelligence is, say, O(1000^n), we won&#x27;t expect to see hardware that&#x27;s twice as intelligent as humans any time soon even if we know the algorithm.