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jacob_cannell comments on Top 9+2 myths about AI risk - Less Wrong Discussion
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We can already run neural nets with 1 billion synapses at 1000 hz on a single GPU, or 10 billion synapses at 100 hz (real-time). At current rates of growth (software + hardware), that will be up to 100 billion synapses @100 hz per GPU in just a few years.
At that point, it mainly becomes a software issue, and once AGI's become useful the hardware base is already there to create millions of them, then soon billions.