Computers have beaten human world champions at chess and, earlier this year, the board game Go. So far, though, they have struggled at the card table. So we challenged one AI to a game.

    Why is poker(扑克) so difficult? Chess and Go are “information complete” games where all players can see all the relevant information. In poker, other players' cards are hidden, making it an “information incomplete” game. Players have to guess opponents' hands from their actions—tricky for computers. Poker has become a new benchmark for AI research. Solving poker could lead to many breakthroughs, from cyber security to driverless cars.

    Scientists believe it is only a matter of time before AI once again vanquishes humans, hence our human-machine match comes up in a game of Texas Hold's Em Limit Poker. The AI was developed by Johannes Heinrich, researcher studying machine learning at UCL. It combines two techniques: neural(神经的) networks and reinforcement learning(强化学习).

    Neural networks, to some degree, copy the structure of human brains: their processors are highly interconnected and work at the same time to solve problems. They are good at spotting patterns in huge amounts of data. Reinforcement learning is when a machine, given a task, carries it out, learning from mistakes it makes. In this case, it means playing poker against itself billions of times to get better.

    Mr Heinrich told Sky News: “Today we are presenting a new procedure that has learned in a different way, more similar to how humans learn. In particular, it is able to learn abstract patterns, represented by its neural network, which allow it to deal with new and unseen situations.”

    After two hours of quite defensive play, from the computer at least, we called it a draw.

    When I was a child, I had to go to church and obey many other rules, though these rules at times caused resentment (怨恨). Perhaps the most extreme parenting decision my parents made for my four brothers and sisters and me was to create a home environment without a television.

    We hated this decision at that time, because there was seemingly no way to keep this embarrassing fact a secret at school. Naturally, simple pleasures like cartoons, football games, and movies became huge novelties (新奇事物). I would go over to friends' or relatives' houses for that access alone.

    When I reached high school, my parents bought a television, though it had no cable. However, I did spend most of my childhood in a home without a television. In fact not having a television did contribute a great deal to my skills, and it also forced me to develop other valuable interests. We grew up in a small town, so my brothers and sisters and I spent time exploring streets, fields and woods. And of course I read and wrote and studied, which pushed me toward a career path.

    So would I give a similar situation to my own children if I had them? I doubt it, at least not in the most extreme sense. I'm too much of a football fan, not to mention the TV serials (连续剧) like The Wire. But television or almost anything for that matter is unhealthy for kids. It can prevent them from living a full life. So maybe a reasonable answer is no cable or no video-game systems or simply setting the time limit, but I haven't exactly worked out how to confine it yet. Although some people are against my idea, we do need limits after all.

    It'll soon be the birthday of one of my closest friends, Susie. I still cannot decide what to give her. She's a rare friend because she has been there for me all the time whenever I need a friend to talk to. I can always depend on her to be the first to arrive to give me advice when I have problems. I guess I am so lucky to have her as a friend.

    It's more than seven years since I first met Susie in our school. I joined the theater group and she was a director then. At first I thought she was intimidating but in the end I realized that she needed to keep a strict image in order for her actors and actresses to take her seriously. And then during practice I got a chance to know her better. In fact, she was a friendly and warm-hearted person. Soon we become good friends.

    I don't know exactly what to give my friend on her birthday as I believe she has everything. So it's really hard to buy her a gift she will like. This year I want something different and special but I don't know what to give. One day I searched the internet without any purpose and to my surprise there is a really lovely site where you can buy all kinds of gifts.

    I scanned（浏览）some of their items and I found cool and exciting gifts. I chose a special personalized bracelet（手镯）. I'm sure that this will look perfect on her. I put our arms as part of the design of the bracelet so that it'll remind us that we'll forever be friends. I can't wait to give her my gift but I won't tell her yet. I don't want to destroy the surprise.

    One night about nine o'clock, Dr. Eyck, a surgeon, had a phone call from Dr. Haydon at the hospital in Clens Falls. The surgeon was asked to go there at once to operate on a very sick boy who shot himself while playing with a gun.

    The doctor was soon on his way to Clens Falls. It was 60 miles away. And it was snowing heavily in the city. The surgeon thought he could get there before 12 o'clock.

    A few minutes later, the doctor was stopped by a man in an old black coat. Gun in hand, the man ordered the doctor to get out. Then the man drove the car down the road, leaving the doctor in the falling snow.

    It was after 2 o'clock in the morning when the doctor arrived at the hospital in Clens Falls. Dr. Haydon told him that the boy had died an hour before.

    The two doctors walked by the door of the hospital waiting room. There sat the man in the old black coat with his head in his hands.

    "Mr. Cuninghan," said Dr. Haydon to the man, "This is Dr. Eyck. He is the surgeon who walked all the way from Albany to save your boy."

    Scientists have found what they believe are pieces of a meteor(流星)that fell to the earth last year. The objects were discovered off the coast of the United States in the Pacific Ocean.

    The crew of the Nautilus, a private research ship, recovered the rock particles(颗粒).The Nautilus is operated by the Ocean Exploration Trust. The group says its aim at present is to examine areas of the ocean that have never been explored before.

    The search was launched after US government weather stations observed a large meteorite exploding some months ago. The explosion lit up the sky and sent the rock particles to the earth. The meteorite fall was the largest recorded over the United States in at least 20years. The team includes scientists from NASA, the Olympic Coast National Marine Sanctuary and the University of Washington. The scientists examined what they believe were two small meteorite fragments. Further testing is needed before they can confirm that the material came from the explosion.

    The Nautilus is equipped with two remotely operated vehicles(ROVs), called Hercules and Argus. These robotic submarines help researchers find and collect materials from the seafloor. The fact that the particles landed in the ocean, instead of on land, means larger pieces may have survived and can be studied. For this reason, scientists decided to launch the first intentional search for meteorites from the ocean. Until the latest research, scientists had only accidentally discovered a small number of meteorites from drilling operations.

    The objects recovered from the bottom of the sea likely came from the recent explosion for two main reasons. First, meteorite particles are basically made of glassy materials that do not tend to last long in seawater. Secondly, they came from what looked like a small hole on the seafloor. Some evidence shows that they came from something that fell.

    Scholarship Application Tips in 2013 for college students

    Before you apply

    ⒈Work hard to get good grades. Don't sweat about one bad grade, but always strive(力求)to do your best.

    ⒉Get involved, and stay involved, in extracurricular(课外的)activities. Sports, clubs, drama, bands and orchestras－these often count toward a student's overall scholarship application evaluation. The same goes for paid (or unpaid) work experience.

    ⒊Begin your scholarship research early－by your sophomore(大学二年级)or junior year of high school, if possible. Make special note of application deadlines, as they can vary from late summer to late spring.

    ⒋Apply for as many scholarships as you are eligible(符合条件的)for－several smaller scholarships can add up to a lot of money.

    During the application process

    ⒈Read the supplementary materials that come with scholarship application forms to better understand the program's focus (community service, subject interest). Try to answer the questions with the focus area in mind.

    ⒉Answer questions as they are asked. Don't got off topic.

    ⒊If there is a financial component to the application, make sure you get accurate and complete information from all appropriate sources to ensure your eligibility.

    ⒋Take your time. Write down everything you can think of for each question, then set the application aside for a day so you can look everything over again before you send it off.

    ⒌Don't wait until the last minute to complete your application, especially if you are applying online. Computer systems can get clogged(阻塞的)with the large volume of applicants hoping to submit their qualifications during the last few days and hours before a deadline.

    ⒍If a third party has to complete part of your application, such as providing a letter of recommendation, make sure you ask them early on and remind them as often as necessary to ensure they provide you with the necessary materials.

    ⒎Last but not least, review your application with your parents to make sure you haven't left out any important details.

Good luck to the students applying for the 2013 scholarship programs!