Computer to Save
World? United States (Jun. 07, 2002 - 07:43)
AUSTIN, Texas (AP) -- Day after day since 1984, teams of
programmers, linguists, theologians, mathematicians and
philosophers have plugged away at a $60 million project they
hope will transform human existence: teaching a computer
common sense.
They have been feeding a database named Cyc 1.4 million
truths and generalities about daily life so it can
automatically make assumptions humans make: Creatures that die
stay dead. Dogs have spines. Scaling a cliff requires intense
physical effort.
Though some critics question the potential of this
painstaking effort, the inventors believe Cyc will form the
brains of computers with supercharged reasoning abilities --
which could help us work more efficiently, make us understand
each other better and even help us predict the previously
unforeseeable.
Cyc (pronounced "psych") has already helped Lycos generate
more relevant results on its Internet search engine. The
military, which has invested $25 million in Cyc, is testing it
as an intelligence tool in the war against terrorism.
Companies use Cyc to unify disparate databases and are
examining a new application that warns when computer networks
have vulnerabilities hackers can exploit.
This spring, the developers' company, Cycorp Inc., sent
their 18-year-old creation off for some higher education,
creating a Web link to let the public download Cyc's knowledge
base and teach it things, too.
Cycorp's founder and president, Doug Lenat, believes that
if enough people log in to share more of the world's
collective wisdom, Cyc quickly will become vastly more
useful.
For now, Cyc is just a few hundred megabytes that can be
stored on a single CD. Someday, Lenat envisions it becoming
standard equipment in computers or being placed on a network
server to fuel dozens of applications. It could annotate
e-mails to put them in better context for their recipients,
serve as an instant language translator, even offer humans
advice from varying points of view.
"This is the most exciting time we've ever seen with the
project. We stand on the threshold of success," Lenat, 51,
said recently in Cycorp's offices in a quiet Austin complex.
"What people are able to do on a day-by-day basis could be
dramatically increased if we are successful."
Such hopes are not new in artificial intelligence, which
has to date produced far more disappointment than marvel.
As early as the 1940s, researchers envisioned computers
that could hold vast amounts of knowledge, learn from
experience and reason for themselves. The fantasy was most
famously depicted by HAL, the talking computer that operates a
spaceship but turns murderous in "2001: A Space Odyssey."
While early artificial intelligence showed promise, it was
of limited use beyond specific tasks.
One 1970s program helped doctors diagnose kinds of
meningitis by asking for details about a patient's condition.
But the program also would determine that a burned-out car had
meningitis, because it had no way of knowing that was
ridiculous.
Other programs would fail to find anything wrong with a
database entry that showed a 25-year-old with 20 years of job
experience.
The problem is that computers are programmed with a series
of ironclad statements, and human speech is full of nuance and
ambiguity.
When someone says, "Mary and Sue are sisters," we know she
probably means the two are siblings. A computer can be taught
to understand that, but without proper programming, it might
also think "Mary and Sue are mothers" means they are each
other's mothers.
In 1983, when Lenat was a professor at Stanford University
and a researcher for Atari, he decided artificial intelligence
would go nowhere unless someone took the time to create a
catalog of common sense that would let a computer recognize
absurdities as well as humans can.
With colleagues at Microelectronics Computer Corp., a
technology research consortium, Lenat began creating Cyc in
1984.
By typing messages in CycL, a programming language created
especially for Cyc, Lenat's team first taught it that there
are things in the world, and that some are individual (such as
the Parthenon) and others are collections (historic
sites).
The programmers eventually took chunks of text and thought
about every assumption the author knew readers would make.
Upon reading something about how the Duke of Wellington was
moved by Napoleon's death, the programmers decided to tell Cyc
it could assume Wellington outlived Napoleon, knew him when he
was alive, heard about his death -- and so on.
The goal was not just to fill Cyc with straightforward
facts but to "generalize as much as possible until further
generalization would be false," Lenat said.
The result is that if you ask Cyc whether Lassie has a
nose, it would reason that Lassie is a collie, collies are
dogs, dogs are macroscopic vertebrates and macroscopic
vertebrates have noses, so yes.
The researchers also told Cyc to ask questions if it
decides it needs more clarity about a concept.
In 1986 Cyc asked whether it was human. That same year it
asked whether any other computers were engaged in such a
project.
Lenat's team taught Cyc to make sure everything it was told
conformed with everything it already knew -- a protection that
should keep Cyc from being filled with erroneous information
during its public education, which for now is possible only on
computers with the Linux operating system.
Already its knowledge appears wide-ranging. Ask Cyc whether
al-Qaida might possess anthrax, and it will tell you it
presumes you are not referring to the heavy-metal band
Anthrax.
Cycorp was spun off in 1994 into a privately held company,
although an atypical one. Rather than distract the 60
employees -- known as Cyclists -- from their mission to make
Cyc a gift to the world, Cycorp makes no sales calls, no
pitches to investors, no press releases.
Even so, Lenat says Cycorp has been profitable from
inception, funded by the government, private investors and
side projects such as the Lycos search-engine deal, which
ended last year.
Cyc's job at Lycos was to make sense of ambiguous search
results. If a user entered "vets," Cyc would ask whether he
meant veterinarians or veterans and then have appropriate
follow-up questions.
Amusingly, the Lycos stint provided Cyc with an
adolescence, because it learned about sex-related terms users
typed into the search engine. Cyc's programmers taught it that
certain things in the world are salacious and shouldn't be
mentioned in everyday applications.
The job ended because of turnover at Lycos after it was
bought by Terra Networks. Cyc showed promise and could be
brought back, though it can't improve search engines all by
itself, said Tom Wilde, Terra Lycos' general manager of search
services. Still needed before searching can get smarter, he
said, are other technologi
|