This Blog Was Written By
Darren Rangel
#ArtificialLivesMatter
Will there ever be a time in which we become too dependent on technology for basic human interaction? We already see an increase in social anxiety disorders and a cultural increase in favoritism towards the non-verbal forms of communication (texting, instant messaging, email etc) Should we be concerned with this seemingly irreversible trend to distance ourselves from ‘real’ human interaction? Can technology one day ‘understand’ and predict the ‘perfect’ response for any given dialogue?
We are all familiar with Google Translate, but how much do you really know about the underlyings of the software? Did you know that it implements a method known as Deep learning? Deep Learning is a process of imitation which occurs within the data processing of A.I. The numerous layers of neural networks provides an intricate and extensive method of organization, archival and retrieval. The large amounts of data in these networks is processed and matched with an algorithm which helps the computer learn how to recognize words and sentences. Google has already implemented this in a great number of its applications and services such as Google Cloud Video and Google Assistant Speech Recognition.
Darren Rangel
#ArtificialLivesMatter
Will there ever be a time in which we become too dependent on technology for basic human interaction? We already see an increase in social anxiety disorders and a cultural increase in favoritism towards the non-verbal forms of communication (texting, instant messaging, email etc) Should we be concerned with this seemingly irreversible trend to distance ourselves from ‘real’ human interaction? Can technology one day ‘understand’ and predict the ‘perfect’ response for any given dialogue?
We are all familiar with Google Translate, but how much do you really know about the underlyings of the software? Did you know that it implements a method known as Deep learning? Deep Learning is a process of imitation which occurs within the data processing of A.I. The numerous layers of neural networks provides an intricate and extensive method of organization, archival and retrieval. The large amounts of data in these networks is processed and matched with an algorithm which helps the computer learn how to recognize words and sentences. Google has already implemented this in a great number of its applications and services such as Google Cloud Video and Google Assistant Speech Recognition.
Deep learning is also very closely
related to Neural Machine Translation, another form of A.I. that uses patterns
to become progressively accurate. This accuracy can be attributed to the
millions of documents that have already undergone the translation process by
humans. Google computers scan the documents in search for statistically
significant patterns. These patterns contribute to the entire correction
process of other documents. This in turn makes the computer program highly
informative of how humans use language.
Do you consider Google’s Artificial
Intelligence to be a threat or assistance to communication and translation?
In the 2013 Drama film, Her; a
man falls in love with his highly sophisticated operating system and begins to
prefer it to real people. Will we ever see such a mass preference to technology
in our lifetime? Does it already exist?
Looking Ahead
Space Meme, Tim & Eric
|
A pessimistic thought
a day.. keeps the ridiculous away?
I believe that A.I. will become integrated
with humanity in an irreversible manner. In one of my short stories, (I’m not
supposed to be talking about this) I explore the pros and cons of a cyborg
dependant humanity. Beyond the physical
reliance of tech, there is also the social communicative “disturbance” that
occurs when beings are segregated by IQ and other tasty prejudices and
influences. Most of the dependance I
focus on is on the industry and consumer.
As a pessimist, I must confess, that the notion of our own technological
progression outgrowing us is quite satisfying.
So, this pretty much
means that we’ll see an increase in the outlawing of things like manual
driving, high risk decision making -
leading to the gradual removal of world leaders. The integration of the biological and
technological is what blurs the line and allows the political landscape to
shift over the course of hundreds of years.
In my world, the future human population is dependent on
technologies that keep them alive.
People live beyond what they do in today’s reality. Because the government has
control of larger corporations that manufacture, let's say… eye replacements,
the population is succumb to upgrading its outdated hardware.
So, now back to
non-fiction
What kinds of A.I. do we have today
& what may we expect in the future.
Hal
9000, 2001 A Space Odyssey (1968)
|
Here they are, 4 types of A.I. that we should be conscious of.
1.
REACTIVE - This is the most basic type of A.I. system
which is purely reactive. It does not have the ability to form memories or use
such past experiences to influence new decisions. Real world example, meet “Deep Blue”,
IBM’s chess playing supercomputer
who
is known for
being the first system to win a chess match against a reigning world champion,
mind you. #ArtificalMindsMatter This is
cool because Deep Blue can make predictions and chose optimal movements from
among a vast number of possibilities.
These possibilities are not created from a vault of “memory” or
experiences. Deep Blue ignores everything before the present moment and makes
decisions based on the current state of the chess pieces. Blue does not rely on an internal concept of
reality, it acts on what it perceives.
2. LIMITED
MEMORY - These machines are in deed capable of looking
into the past. Prime example: Self-driving cars, Chatbots. Yeah, I’m looking at
you Google. But how? Through the
observation of other cars and identification of specific objects over time, of
course! This data is added to the cars A.I. preprogrammed representation of the
world. It includes, traffic lights, road curvatures and lane markings.
3. THEORY OF
MIND
These are the ones that initiate Armageddon, oops I meant
“ initiate World Peace”. These machines encompass what we think of as “the
next, more advanced class” capable of not only forming representations of the
world, but also of other facets of life. In psychology this is describes as the
Theory of Mind. (ToM) is the ability
to attribute mental states, desires, beliefs to oneself and others. We are dealing with a system that may very
well be able to develop its own, more proficient lifestyle. Not only will it be able to determine its own
agenda, but also more intricately understand that people and objects in the world have their own
emotions and intentions. This has a ton to do with social interaction because
it is the introduction of a new entity which in many ways can surpass us. In
the future we will probably have to consider the impact smart technology has on
a more intimate level. The dynamic of communication could be brought into new
territories and that is very exciting.
Real world example: Nah, not yet but we do see them in cinema and
literature. (Sonny from iRobot & R2-D2 in Star Wars)
4. SELF AWARENESS
Agent Smith, The Matrix (1999)
|
Lastly is the self aware A.I. the “Theory
of Mind” elevated to the furthest conscious and internal states of
understanding which extend beyond the self. Self aware technology can predict
and assume feelings and motives of alternative persons and entities.
So, what
do you think?
Should we be concerned
with tech becoming sentient and making us a human workforce or will we be able
to laugh at Siri for centuries to come.
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