Hinton, who is due to give a talk at the Royal Society in London on Friday, believes that the "thought vector" approach will help crack two of the central challenges in artificial intelligence: mastering natural, conversational language, and the ability to make leaps of logic.
Such places once hosted cultures so powerful they seemed to master the natural world, taking control of it the way Venetian canals were harnessed to serve as streets.
"The mind has to be the master over natural ability.
The human infant brain is the only known machine able to master a natural language and develop explicit, symbolic, and communicable systems of knowledge that deliver rich representations of the external world.
As the Trump administration continues to shift public attention away from climate science, the Wasserman Projects gallery space in Detroit is putting on a topical group exhibition that explores humanity's disregard for and attempts to master the natural world.
At best it has a handle on the cognitive psychology of creatures that have mastered a natural (public) language; which, de facto, presumably means just us.
In the Enlightenment, attention had turned to the character of the mind that had so successfully mastered the natural world, and rationalists and empiricists had contended for mastery until the Kantian synthesis.
Over thousands of years, humans have mastered the natural vinegar fermentation technique of cultivating functional microbiota on different raw materials.
Human societies depend on such understanding, and the interpretive competences that go with it, just as much as they depend on mastering the natural environment.
You have the ability to consciously choose tenacious, bold living, but that choice requires mastering the natural and habitual inclination to worry.
