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Essays on Infinite Lifespans
William Sims Bainbridge
Artificial Intelligence, broadly defined, covers not only
computerized vision and language, but a whole host of other
approaches such as probabilistic planning, rule-based rea-
soning, case-based reasoning, logic programming, machine
learning, neural networks [24;25] and even methods that go
beyond what individual human minds do, such as genetic
algorithms that mimic biological evolution. [26] Perhaps the
major application area is finding patterns in vast sets of data.
One often hears about knowledge extraction, implying that
the computer can take crude data and refine it to meaning-
fulness. Data fusion and data mining refer to assembling raw
data from many sources and sifting them for discoveries that
a human could never make, simply because the data are too
vast and too fragmented. It is often said that a human being
can hold only about seven things in mind at once, whereas
modern information systems deal with billions. [27]
Thus, AI intending to duplicate human abilities is currently
in hiatus, while AI to enhance the information processing
abilities of humans is being pursued aggressively. At the same
time, some researchers are doing fundamental research at
the intersection of AI and Cognitive Science. For example,
Lokendra Shastri [2830] of the International Computer
Science Institute in Berkeley, California, has been modeling
how the hippocampal system in the human brain may record
memories of specific episodes in the persons life. Damage
to the hippocampus deep within the human skull disrupts
the ability of the person to learn lifes events, without neces-
sarily blocking other kinds of learning such as language and
skills. Shastri postulates that the hippocampus and related ele-
ments of the brain hold memories of episodes as connections
between a small number of concepts that themselves are stored
elsewhere. John gave Mary a book may be represented by
neural connections between a link to memories of John, a link
to memories of Mary, a link to the concept book, plus verb