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CAPTCHA prompting you to click on all the buses, traffic lights, or stop signs
08-15-2020, 06:00 AM
Post: #16
RE: CAPTCHA prompting you to click on all the buses, traffic lights, or stop signs
hmmm, it is interesting all the options are traffic related
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10-15-2020, 09:38 PM
Post: #17
RE: CAPTCHA prompting you to click on all the buses, traffic lights, or stop signs
Quote:It is my belief that the current state of A.I. research and development is flawed.

A.I. research, which currently is composed almost solely of neural networks, seeks to

replicate part of the functions of a human as closely as possible to the real thing.

One popular example is computer vision, where neural networks are trained to recognize

various objects. These are used in self driving systems to allow the car to recognize

stop signs, pedestrians, etc. Almost all of these neural networks share the same basic

properties. They are given a set of inputs that activate the neural network, and they

deliver a set of outputs which marks the end of the neural network. In this way,

modern neural networks are almost exactly like conventional functions in programming

languages.

The current theory in A.I. research is that the continual development of the function

like neural networks will eventually lead to true intelligence. If a computer gets so

good at recognizing images it must at some point develop understanding about those

images, right? I posit that this way of thinking is wrong. Functions can be compared

to logical circuits, and in much the same way, the continued development of a single

logical circuit will never properly lead to a computer. One can not take a simple

addition circuit and make it add so well it becomes a computer, or at least if one

could it would take an obscene amount of time to accomplish. In order for A.I. research

to be driven to the next stage, we need to stop thinking about neural networks as

single functions and think more about how the combination of these can develop a

computer.

There are a few improvements that I think could be a start to this change in thought.

First, a neurological computer must be based on a self feedback loop. Input and output

must be indistinguishable. A brain works constantly, 24 hours a day, 365 days a year.

There is no stopping point to the calculations of a brain. It follows as well that the

feedback mechanism must be coded into the loop and work at runtime. It must change as

it runs and evolve as it exists.

Second, individual neural networks must move away from replication of external biological

functions, and they must now focus on learning and evolving mechanisms. Theoretically, if

a proper neurological computer is made, it should be able to create it's own neural nets

for vision, language, even sound. The most important aspect to replicate must be versatile

learning. A human can lose a limb, or their sight, or their hearing and the brain will

adapt. Brains are used by all animals and yet a spider is so much different from a human.

To create A.G.I., versatility must be the constant. IO can be learned later.

Third, two dimensional layers will no longer work as bases for networks. Networks

must transcend to the third dimension. Neurons may even have to be used within multiple

networks at the same time. This also means parallel processing might be the key to this

new network. As such it might be very helpful to use some sort of functional programming

language in the development of it.

In conclusion, A.I. R&D must have a paradigm shift. This is not to say that A.I. as it

is currently is bad. Any task that doesn't need intelligence shouldn't use it, but if

we want to achieve true A.I., we must evolve too.
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10-16-2020, 03:23 AM
Post: #18
RE: CAPTCHA prompting you to click on all the buses, traffic lights, or stop signs
Why do we need AI? There is a real demonic feel to it. Will it be a tool or will it control us?
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10-16-2020, 06:31 AM
Post: #19
RE: CAPTCHA prompting you to click on all the buses, traffic lights, or stop signs
we really don't

but progress bro

gotta have the LATEST !!!!

GOTTA HAVE IT!

wait, where's my BOBA?
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