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I don’t believe this potential of superior AI is being overlooked by
                                the nations of the world. It’s quite possible that the next Manhat-
                                tan Project undertaken by (hopefully) this country will be for cre-
                                ating superior AI.
                                We as a race will take no comfort in appearing as intelligent as a
                                chimpanzee to a machine. Science fiction writers have long writ-
                                ten on competent AI machines running amok: for instance, the
                                computer HAL in Arthur C. Clarke’s 2001, Colossus the Corbin
                                Project, and the main computer in Terminator I and Terminator
                                II. So to all the future AI programmers out there reading this book,
                                I have an important message: “Don’t forget that off switch!”


                        Biotechnology
                                Advances in biotechnology will soon allow us to alter our own genet-
                                ics. With this power it becomes possible to enhance our brain to
                                increase our own intelligence. While  possible,  it  opens  up  the
                                human race to unforeseeable repercussions of gene altering in
                                subsequent  generations  that  may  be  catastrophic.  This  makes
                                generating superior intelligence in machines much safer, at least
                                for the time being.
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                        Neural networks—hype versus reality

                                Neural networks have been overhyped since their inception. So it’s
                                easy to dismiss my remarks concerning AI, AL, and neural net-
                                works as just more of the same, as people have been doing for
                                years. And it is true that people have predicted the emergence of
                                humanlike intelligence in machines.
                                If progress continues as rapidly as it has in the past 50 years, I
                                believe human levels of intelligence in machines will be achieved
                                within 50 years.


                        What are neural networks?
                                I have discussed neural networks without defining them. Here is
                                their definition. Neural networks are artificial systems (hardware
                                and software) that function and learn based upon models derived
                                from  studying  the  biological  systems  of  the  human  brain.  Net-
                                works may be implemented in either software/operating systems
                                or  hardware.  In  mimicking  the  biological  systems  of  the  brain,
                                neural networks have taken strides in building the sensory foun-
                                dations needed for AI, such as machine vision, voice recognition,
                                and speech.
                                                       Team LRN
            Chapter two
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