.discuss
sub-symbolic AI takes the totality of human externalization of people intellectual and other work t
so it is machine processable, and that's all it needs
may even map attentions and to some extent intentions
and pretty well can map your interests better than you can and make deeply meaningful recommendation
all backed yup by data and emergent heuristics
Not only it is able to do perfect recall but can mapp (use to pp to indicate emphatically that it is a verb here) the association networks that can be distilled from the maps of data
and in a way maps the emergent collective intellect
what it cannot and will never be able to do is to
have a really tacit implicate goal function like the one Newton had the stuff that occupied his thin king all the time. Thats what it took to create
how could it come up with Kepler's law
it will never have "common sense" unless it will be embodied and be like US humans
That is the very reason Frank Herbert had a new commandment in the
Orange Catholic Bible in the future
Thou shall not make machines in the
image of the Human Mind
And why the theleux succeeded but they created it in tubes synthetic humans if you like
but then it will have freedom of will because to be creative at that level
one needs stohasticity that we have in every cell because we are made of water, and continually generate
what science describes is random motion which is nothing of the kind
but like waves in a pond are analogue responses to the totality of mutual adjacencies and interactions in which we all are part of
flip paradigm and come up with
hat they create and creates a hypermaps of meaning just by following adjacencies. Hence it can produce human meaningful summaries, even write new papers that when read by human is intelligible
Where it cannot go is the true edge of conceptual innovation, but even there it can explore it by trial and error combinatorial search to generate larger complexes that may actually mean discovering unnamed new candidate nodes may even search for suitable names to come up with.
What it does not have is indeed TACIT AWARENESS and intentions that comes from the soul if you like
Then we end up with "Tears in Rain" and dubious utility to the powers that should not be
hence new work for the past decades use brain tissues and connect it to silicon effectors
That won't end well either