Hello
folks, creatives and aspiring individuals! It’s true that modern
science not hooded with the veil of welfare and feasibilities offers
answers to deep problems where other fields can’t function properly… One
of such is artificial intelligence! Let’s begin with an insight,
anything that can be computed, meaning, calculated using either numbers
or other symbols, can truly be automated. Developing computational
methods should exist at the heart of today’s sciences as long as the
fundamental component of math, physics or other computational fields,
that is the playing with numbers and experiments, exists at the core of
our thoughts. How many times we have thought that scientists such as
Gauss, Hilbert, John Von Neumann, Pascal and others had a sense of
realizing numbers and number attributes that had an impact on the great
wonders of nature, whereas today’s scientists may be dogmatic with
complicated integrals. Science though being taught at compulsory
education may be forgotten by many people in later years… John
McKarthy’s key statement about the science of the 21st century that is
AI says that “the study is to proceed on the basis of conjecture that
every aspect of learning or any other feature of intelligence can in
principle be so precisely described that a machine can be made to
simulate it!”. The building blocks of very simple mathematics can be
synthesized to more complicated structures up until the final concept
can be something magnificent, but that requires time, patience and
effort. One of such building blocks is mathematic logic that can be
sought and investigated with essential education displayed at papers
about science, AI and technology. Understanding key logical arguments in
riddles, puzzles, games, maps or graphs by using logical keywords and
deriving true or false statements is the product of ‘syllogistic logic’.
Stepping away from the previous to found simple mathematical arguments
of the previous logic, thought and deriving new laws of thought is the
product of ‘propositional logic’. Combining of ‘syllogistic logic’ and
‘propositional logic’ to more complicated codex produces ‘first-order
logic’. There can also exist 'second-order logic' but that’s beyond the
scope of this article. Foundations of AI are being built on math and
logic. The description of the universe including AI algorithms can take
place through a combination of sentences and laws of thought of
syllogistic, propositional and first-order logic! Deriving conclusions
from mathematic logic scripts exists at the core of AI. The internet on
the other hand that can be the application of an AI problem is a giantic
graph of paths for the completion of a final goal where every path
incorporates a series of nodes that have to be accomplished, whereas
additionally transitions between the nodes are not deterministic but
probabilistic. Meaning, there is not perfect information but unknown
possibilities, whereas with possibilities, meaning odds and
probabilities we finally end up in quantifying and comparing risks, with
an emphasis on the comparison that can target creators in other fields
as well. There can be two visual tools that can help studying AI
problems. Studying graphs and problem solving in terms of getting from
point A to point B (for example in the internet) or studying transitions
from one state to another developed by transition state diagrams. These
visual tools can become complex enough as mind maps coming up with
hundreds or thousands of nodes and connection lines but in all cases
it’s important to remember that transitions in terms of accomplishing a
goal that can be a product of 5 paths with 6 nodes per path are
probabilistic. By this and that we realize tools of forming, developing
and solving problems. And in order to make an AI algorithm interact with
users we have to come up with observations and multiple backgrounds in
terms of what in the real world deserves to be solved and why this is
unique, fills a gap or is innovative enough to make science move forward
at least a little…! Have a great time folks!
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