Monday, July 19, 2021

g-f(2)381 The Big Picture of the Digital Age (7/19/2021), geniouxfacts, Observing the new world with our exceptional general natural intelligence.




ULTRA-condensed knowledge


Opportunity, Observing the new world with our exceptional general natural intelligence
  • The ultimate goal of AI scientists is to replicate the kind of general intelligence humans have. g-f(2)380
  • Humans don’t suffer from the problems of current deep learning systems. g-f(2)380
        Lesson learned, Humans and animals learn massive amounts of background knowledge about the world, largely by observation 
        • “Humans and animals seem to be able to learn massive amounts of background knowledge about the world, largely by observation, in a task-independent manner,” Bengio, Hinton, and LeCun write in their paper. g-f(2)380
                      Lesson learned, Observational knowledge supports common sense and enables humans to learn fast complex tasks
                      • “This knowledge underpins common sense and allows humans to learn complex tasks, such as driving, with just a few hours of practice.” g-f(2)380
                            Lesson learned, Humans can generalize in a powerful way
                              • “Humans can generalize in a way that is different and more powerful than ordinary iid generalization: we can correctly interpret novel combinations of existing concepts, even if those combinations are extremely unlikely under our training distribution, so long as they respect high-level syntactic and semantic patterns we have already learned.” g-f(2)380
                              Alert, The treasure of the digital age is not available to the entire pyramid of humanity!
                              • Ignorance or poverty makes the fabulous treasure of the digital age invisible to billions of people. g-f(2)379, g-f(2)40, g-f2202, g-f(2)216
                              • Millions of people suffer from failed political systems (for example, Cubans or Venezuelans) that make invisible the wonderful treasure of the digital age. g-f(2)378


                              Genioux knowledge fact condensed as an image


                              Condensed knowledge


                              Opportunity, Observing the new world with our exceptional general natural intelligence
                              • The ultimate goal of AI scientists is to replicate the kind of general intelligence humans have. g-f(2)380
                              • Humans don’t suffer from the problems of current deep learning systems. g-f(2)380
                                    Lesson learned, Humans and animals learn massive amounts of background knowledge about the world, largely by observation 
                                    • “Humans and animals seem to be able to learn massive amounts of background knowledge about the world, largely by observation, in a task-independent manner,” Bengio, Hinton, and LeCun write in their paper. g-f(2)380
                                                  Lesson learned, Observational knowledge supports common sense and enables humans to learn fast complex tasks
                                                  • “This knowledge underpins common sense and allows humans to learn complex tasks, such as driving, with just a few hours of practice.” g-f(2)380
                                                        Lesson learned, Humans can generalize in a powerful way
                                                          • “Humans can generalize in a way that is different and more powerful than ordinary iid generalization: we can correctly interpret novel combinations of existing concepts, even if those combinations are extremely unlikely under our training distribution, so long as they respect high-level syntactic and semantic patterns we have already learned.” g-f(2)380
                                                          Alert, The treasure of the digital age is not available to the entire pyramid of humanity!
                                                          • Ignorance or poverty makes the fabulous treasure of the digital age invisible to billions of people. g-f(2)379, g-f(2)40, g-f2202, g-f(2)216
                                                          • Millions of people suffer from failed political systems (for example, Cubans or Venezuelans) that make invisible the wonderful treasure of the digital age. g-f(2)378


                                                          Category 2: The Big Picture of the Digital Age

                                                          [genioux fact deduced or extracted from geniouxfacts]

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                                                          Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).

                                                          Type of validity of the "genioux fact". 

                                                          • Inherited from sources + Supported by the knowledge of one or more experts.


                                                          Authors of the genioux fact

                                                          Fernando Machuca


                                                          References




                                                          ABOUT THE AUTHORS


                                                          PhD with awarded honors in computer science in France

                                                          Fernando is the director of "genioux facts". He is the entrepreneur, researcher and professor who has a disruptive proposal in The Digital Age to improve the world and reduce poverty + ignorance + violence. A critical piece of the solution puzzle is "genioux facts". The Innovation Value of "genioux facts" is exceptional for individuals, companies and any kind of organization.


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