" Why I changed my mind in one day on Deep Learning! " That's OK. You can change mind again tomorrow!
"Intelligence" might be nothing more than [insert illuminating word here - predictive? recursive?] compression.
Can Penrose understand what 10^27 operations per second impact is to create a conscious being strictly from computation? Would it pass the Chinese Room experiment? In other words, that number is so outside our experience that we don't know what reality will look like at that point. The Singularity was off by a trillion times OPS.
Douglas Adams solved this problem nearly 40 ago. LOL! “If," ["the management consultant"] said tersely, “we could for a moment move on to the subject of fiscal policy. . .” “Fiscal policy!" whooped Ford Prefect. “Fiscal policy!" The management consultant gave him a look that only a lungfish could have copied. “Fiscal policy. . .” he repeated, “that is what I said.” “How can you have money,” demanded Ford, “if none of you actually produces anything? It doesn't grow on trees you know.” “If you would allow me to continue.. .” Ford nodded dejectedly. “Thank you. Since we decided a few weeks ago to adopt the leaf as legal tender, we have, of course, all become immensely rich.” Ford stared in disbelief at the crowd who were murmuring appreciatively at this and greedily fingering the wads of leaves with which their track suits were stuffed. “But we have also,” continued the management consultant, “run into a small inflation problem on account of the high level of leaf availability, which means that, I gather, the current going rate has something like three deciduous forests buying one ship’s peanut." Murmurs of alarm came from the crowd. The management consultant waved them down. “So in order to obviate this problem,” he continued, “and effectively revalue the leaf, we are about to embark on a massive defoliation campaign, and. . .er, burn down all the forests. I think you'll all agree that's a sensible move under the circumstances." The crowd seemed a little uncertain about this for a second or two until someone pointed out how much this would increase the value of the leaves in their pockets whereupon they let out whoops of delight and gave the management consultant a standing ovation. The accountants among them looked forward to a profitable autumn aloft and it got an appreciative round from the crowd.”
There is nothing DEEP about this, If you want DEEP...watch Deep Blue Sea 1999 movie. Horrible movie, by the way,...the only good part is watching the fake shark eat Samuel L Jackson.