What is Artificial Intelligence?
Definition...
Artificial Intelligence is a branch of
Science which
deals with helping machines find solutions to complex problems in a more
human-like fashion. This generally involves borrowing characteristics
from human intelligence, and applying them as algorithms in a computer
friendly way. A more or less flexible or efficient approach can be
taken depending on the requirements established, which influences how
artificial the intelligent behaviour appears.
AI is generally associated with
Computer Science, but it has many important links with other fields such as
Maths,
Psychology,
Cognition,
Biology and
Philosophy,
among many others. Our ability to combine knowledge from all these
fields will ultimately benefit our progress in the quest of creating an
intelligent artificial being.
Why Artificial Intelligence?
Motivation...
Computers are fundamentally well suited to performing
mechanical computations, using fixed programmed rules. This allows
artificial machines to perform simple monotonous tasks efficiently and
reliably, which humans are ill-suited to. For more complex problems,
things get more difficult... Unlike humans, computers have trouble
understanding specific situations, and adapting to new situations.
Artificial Intelligence aims to improve machine behaviour in tackling
such complex tasks.
Together with this, much of AI research is allowing us to
understand our intelligent behaviour. Humans have an interesting
approach to problem-solving, based on abstract thought, high-level
deliberative reasoning and pattern recognition. Artificial Intelligence
can help us understand this process by recreating it, then potentially
enabling us to enhance it beyond our current capabilities.
When will Computers become truly Intelligent?
Limitations...
To date, all the traits of human intelligence have not been
captured and applied together to spawn an intelligent artificial
creature. Currently, Artificial Intelligence rather seems to focus on
lucrative domain specific applications, which do not necessarily require
the full extent of AI capabilities. This limit of machine intelligence
is known to researchers as narrow intelligence.
There is little doubt among the community that artificial
machines will be capable of intelligent thought in the near future.
It's just a question of what and when... The machines may be pure
silicon, quantum computers or hybrid combinations of manufactured
components and neural tissue. As for the date, expect great things to
happen within this century!
How does Artificial Intelligence work?
Technology...
There are many different approaches to Artificial
Intelligence, none of which are either completely right or wrong. Some
are obviously more suited than others in some cases, but any working
alternative can be defended. Over the years, trends have emerged based
on the state of mind of influencial researchers, funding opportunities
as well as available computer hardware.
Over the past five decades, AI research has mostly been
focusing on solving specific problems. Numerous solutions have been
devised and improved to do so efficiently and reliably. This explains
why the field of Artificial Intelligence is split into many branches,
ranging from
Pattern Recognition to
Artificial Life, including
Evolutionary Computation and
Planning.
Who uses Artificial Intelligence?
Applications...
The potential applications of Artificial Intelligence are abundant. They stretch from the
military for autonomous control and target identification, to the
entertainment industry for computer games and robotic pets. Lets also not forget big establishments dealing with huge amounts of information such as
hospitals,
banks and
insurances, who can use AI to predict customer behaviour and detect trends.
As you may expect, the business of Artificial Intelligence is
becoming one of the major driving forces for research. With an ever
growing market to satisfy, there's plenty of room for more personel. So
if you know what you're doing, there's plenty of money to be made from
interested big companies!