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Early in the film "A Beautiful Mind,"
the mathematician John Nash is seen sitting in a Princeton court- yard, hunched
over a playing board covered with small black and white pieces that look like
pebbles. He was playing Go(围棋), an ancient Asian game. Frustration at losing
that game inspired the real Nash to pursue the mathematics of game theory,
research for which he eventually was awarded a Nobel Prize. In
recent years, computer experts, particularly those specializing in artificial
intelligence, have felt the same fascination and frustration. Programming other
board games has been a relative snap. Even chess has succumbed to the power of
the processor. Five years ago, a chess-playing computer called "Deep Blue" not
only beat but thoroughly humbled Garry Kasparov, the world champion at that
time. That is because chess, while tithe complex, can be reduced to a matter of
brute force computation. Go is different. Deceptively easy to learn, either for
a computer or a human, it is a game of such depth and complexity that it can
take years for a person to become a strong player. Today, no computer has been
able to achieve a skill level beyond that of the casual player.
The game is played on a board divided into a grid of 19 horizontal and 19
vertical lines. Black and white pieces called stones are placed one at a time on
the grid' s intersections. The object is to acquire and defend territory by
surrounding it with stones. Programmers working on Go see it as more accurate
than chess in reflecting the ways the human mind works. The challenge of
proroguing a computer to mimic that process goes to the core of artificial
intelligence, which involves the study of learning and decision-making,
strategic think- Lug, knowledge representation, pattern recognition and perhaps
most intriguingly, intuition. Along with intuition, pattern
recognition is a large part of the game. While computers are good at process-
ing numbers, people are naturally good at matching patterns. Humans can
recognize an acquaintance at a glance, even from the back.
Daniel Bump, a mathematics professor at Stanford, works on a program
called GNU Go in his spare time. "You can very quickly look at a
chess game and see if there's some major issue," he said. But to make a decision
in Go, he said, players must learn to combine their pattern-matching abilities
with the logic and knowledge they have accrued in years of playing.
One measure of the challenge the game poses is the performance of Go
computer programs. The past five years have yielded incremental improvements but
no breakthroughs, said David Fotland, a programmer and chip designer in San
Jose, California, who created and sells The Many Faces of Go, one of the few
commercial Go programs. Part of the challenge has to do with
processing speed. The typical chess program can evaluate about 500,000 positions
in a second, and Deep Blue was able to evaluate some 200 million positions in a
second. By mitigate, most Go programs can evaluate only a couple of dozen
positions each second, said Anders Kiem if, who wrote a program called, Smart
Go. In the course of a chess game, a player has an average of 25
to 35 moves available. In Go, on the other hand, a player can choose from an
average of 240 moves. A Go-playing computer would need about 30,000 years to
look as far ahead as Deep Blue can with chess in three seconds, said Michael
Reiss, a computer scientist in London. But the obstacles go deeper than
processing power. Not only do Go programs have trouble evaluafing positions
quickly; they have trouble evaluating them correctly. Nonetheless, the allure of
computer Go increases as the difficulties it poses encourages programmers to
advance basic work in artificial intelligence. Reiss, an expert
in neural networks, compared a human being's ability to recognize a strong or
weak position in Go with the ability to distinguish between an image of a chair
and one of a bicycle. Both tasks, he said are hugely difficult for a computer.
For that reason, Fotland said, "writing a strong Go program will teach us more
about making computers think like people than writing a strong chess
program."
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单选题It was ______ of the Queen to speak to the elderly patients. A. gracious B. graceful C. grateful D. generous
单选题If you want children to work hard you must ______ their interests instead of their sense of duty.A. appeal toB. look intoC. give rise toD. go in for
单选题Language change is
A. universal, continuous and to a large extent, regular and
systematic.
B. continuous, regular, systematic, but not universal.
C. universal, continuous, but not regular and systematic.
D. always regular and systematic, but not universal and
continuous.
单选题In doing experiments, you must be ______ the precision instruments.
单选题NASA's Constellation Programme would be cancelled mainly because
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单选题 Mankind's fascination with gold is as old as
civilization itself. The ancient Egyptians esteemed gold, which had religious
significance to them, and King Tutankhamun was buried in a solid-gold coffin
3300 years ago. The wandering Israelites worshipped a golden calf and the
legendary King Midas asked that everything he touched be turned into
gold. Not only is gold beautiful, but it is virtually
indestructible. It will not rust or corrode; gold coins and products fabricated
from the metal have survived undamaged for centuries. Gold is extremely easy to
work with; one ounce, which is about the size a cube of sugar, can be beaten
into a sheet nearly 100 square feet in size, and becomes so thin that light
passes through it , an ounce of gold can also be stretched into a wire 50 miles
long. Gold conducts electricity better than any other substance except copper
and silver, and it is particularly important in the modern electronics
industry. People have always longed to possess gold.
Unfortunately, this longing has also brought out the worst in the human
character. The Spanish conquistadors robbed palaces, temples, and graves and
killed thousands of Indians in their ruthless search for gold. Often the only
rule in young California during the days of the gold rush was exercised by the
mob with a rope. Even today, the economic running of South Africa's gold mines
depends largely on the employment of black laborers who are paid about-40 a
month, plus room and board and who must work in conditions that can only be
described as cruel. About 400 miners are killed in mine accidents in South
Africa each year, or one for every two tons of gold produced.
Great Britain was the first country to adopt the gold standard, when the Master
of the Mint, Sir Isaac Newton. established a fixed price for gold in 1717. But
until the big discoveries of gold in the last half of the nineteenth
century-starting in California in 1848 and later in Australia and South
Africa-there simply wasn't enough gold around for all the trading nations to
link their currencies to the precious metal. Historically, the
desire to hoard gold at home has been primarily an occupation of the working and
peasant classes, I who have no faith in paper money. George Bernard Shaw
defended their instincts eloquently:" You have to choose between trusting to the
natural stability of gold and the natural stability of the honesty and
intelligence of the members of the government," he said, "and with due respect
to these gentlemen, I advise you.., to vote for gold."
单选题Our reporter has just called to say that rescue teams will ______ to bring out the trapped miners.
单选题Questions 14 to 17 are based on the following passage. At the end of the passage, you will be given 20 seconds to answer the questions. Now, listen to the passage.
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单选题 Questions 25 and 26 are based on the following news. At
the end of the news item, you will be given 10 seconds to answer the
questions. Now listen to the news.
单选题{{I}}{{B}} Questions 29 and 30 are based on the following news. At the end of the news item, you will be given 10 seconds to answer the questions.
Now listen to the news.{{/I}}{{/B}}
单选题These varied racial groups have learned to live together in peace and ______ , setting an example well worth following.[A] harmony[B] grace[C] rhythm[D] relief
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单选题______ we first heard of the man referred to as a journalist. A. That was from Scott B. It was from Scott that C. It was Scott whom D. It was Scott that
单选题He led an attack on what ______ his own castle, and blew it up with dynamite!A. ought to beB. ought to have beenC. should beD. seems to be