“ Can we go now, Momma?” little Susie asked, pulling on her mom's arm. Her mother did not answer, only stared blankly at the scene below. Crowds of people marched about with what looked like picket(警戒队) signs. Other people gathered around them, shouting angry words that she couldn't make out from this distance. This relatively small town in Missouri had never seen so much action. She and Susie were standing at the top of the only high rise building in town for Susie loved to try to find their house among the rows and rows of little boxes.

    “Momma? ” Susie said in a frightened voice, two seconds before a gun shot went off, making her scream at the top of her lungs. Her mom grabbed her and held her over her shoulder as the tears started pouring. “What was that? I'm scared, Momma!!”

    “Sh Sh Sh,” her momma whispered in a soothing tone, rubbing her daughter's hair. “It's just a bad dream, baby. She said both to herself and Susie.

    Susie looked at her with confused eyes at the same time a fight broke out among some members of each group. The little girl gasped in surprise. “Why are those ants fighting , Momma?”

    “Those aren't ants, sweetie; they're people, or, at least they're supposed to be.”

    “I don't understand what's going on! I'm scared!!” the four-year-old child clung to her momma. “It looks like they're dancing, momma.”

    “Yeah, it sort of does, doesn't it?” her mother said with an air of disbelief. How could the expression of heated anger be so beautiful? It was so wondrously unexpected that it brought soft tears to her eyes.

    “Why are you scared, Momma? It's just bugs dancing,” Susie said with an innocent smile, wiping away her mother's tears.

    The interview is an important event in the job-hunting process, because the 20 or 30 minutes you spend with the interviewer may decide whether or not you get the particular job you want. Therefore, it is important to remerber that your purpose during the interview may differ from that of the potential employer. You want to make yourself stand out as a whole person who has personal strengths and should be considered the right person for the job. It is encouraging to know that the interviewer's task is not to embarrass you, but to hire the right person for the job.

    Remember, job hunting is very competitive. Anything you can do to improve your interview techniques will be to your advantage. The following suggestions may help you land the most important job.

    Your goal in this interview is to make sure your good points get across. The interviewer won't know them unless you point them out , so try to do this in a factual and sincere manner.

    Don't say anything bad about your former employers. If you have been fired from a job and the interviewer asks about it, be honest.

    Show the interviewer that your are interested in the company by asking questions. Ask about responsibilities, working conditions, promotions opportunities and benefits of the job you are interviewing for.

    If at some point you decide the interview is not going well, do not let your discouragement show. You have nothing to lose by continuing a show of confidence, and you may have much to gain. It may be real, or it may be a test to see how you react to adverse conditions.

    Some interviewers may bring up salary early in the interview. At this time, you may indicate that you are more interested in a job where you can prove yourself that a specific salary. This politely passes the question back to the interviewer. If possble, you should negotiate for salary after you have been offered a job and have completed the paperwork.

    It was New Year's Eve. Everyone in the city was getting ready for the three-day celebration, including the gardener of the king's garden.

    There was a large group of monkeys living in the garden. They always followed the advice of their leader, the monkey king.

    The gardener wanted to celebrate the New Year's holiday, just like everybody else, so he decided to hand over his duties to the monkeys.

    He went to the monkey king and said, "My honorable friend, would you do a little favor for me? New Year is coming. I wish to celebrate it. So I must be away for three days. Here in this lovely garden. There are plenty of fruits and berries and nuts to eat. You and your subjects may come and eat as much as you wish. In return, please water the young trees and plants while I'm gone."

The monkey king replied, "Don't worry, my friend! We will do a terrific job! Have a good time!"

    The gardener showed the monkeys where the buckets were kept. Feeling confident, he left to celebrate the holiday. The monkeys called after him, "Happy New Year!"

    The next day, the monkeys filled up the buckets, and began watering the young trees and plants. Then the king of the monkeys addressed them,"It is not good to waste water. Therefore, pull up each young tree or plant before watering. Inspect（检查）it to see how long the roots（根）are. Then give more water to the ones with long roots, and less water to the ones with short roots. That way we will not waste water, and the gardener will be pleased!"

    Without a second thought, the other monkeys followed their king's orders.

    Meanwhile, a wise man was walking by the garden. He saw the monkeys pulling up all the lovely young trees and plants, measuring their roots, and carefully pouring water into the holes in the ground. He said, "Oh foolish monkeys, what do you think you're doing to the king's beautiful garden?"

    They answered, "We are watering the trees and plants, without wasting water! We were commanded to do so by our king."

    The man said, "If this is the wisdom of the wisest among you — the king — what are the rest of you like? Intending to do a worthwhile deed, your foolishness turns it into disaster!"

    In no particular order, here are some songs on the Music app of my phone:

On a Sunday Afternoon by Lighter Shade of Brown—A student of mine introduced this rap song lo me all the way back in the early 1990s, when 1 was teaching Spanish at a local university. The story in the song takes place not too far from where I live in Los Angeles. It's a good "driving" song, nothing complicated or "deep".

    Say Something by A Great Big World—A more recent song about a couple losing contact with each other. The piano part is very little playing but beautiful.

    American Pie by Don McLean—Another song from my youth in the 80s, very popular with almost every American of my generation. It retells some of the key events of the middle 20th century, a song of happy memories of the past and wanting to return to those better times.

    The Weight by The Band—Another old song, originally made public in 1968, but one I didn't hear until I was in high school more than 10 years later. I don't understand the words to the song completely, but the feeling of the song is very comforting to me.

Under the Bridge by Red Hot Chili Peppers—This Los Angeles group wrote a song that 1 used to listen to when I first moved to LA more than 25 years ago. I didn't know anyone here when I first arrived. When I got bored, I used to drive up and down the major streets that cross the city from east to west, listening to this song about the "city of angel" being as "lonely as I am. (Don t worry! I have plenty of friends now.)

B

    These days, young people in some English-speaking countries are speaking a strange language, especially when communicating on social media.

    Look at these words chosen by The Washington Post: “David Bowie dying is totes tradge,” and “When Cookie hugged Jamal it made me totes emosh.” Or this sentence: “BAE, let me know if you stay in tonight.”

    What on earth do they mean? Well, “totes” is a short form of “totally”. Similarly, “tradge” means “tragic” and “emosh” means “emotional”. It seems that, for millennials（千禧一代）, typing in this form is not only time-saving but fashionable.

    As you can see, many millennial slangs（俚语）are formed by so-called “totesing”—the systematic abbreviation（缩写）of words. The trend might have started with “totally” becoming “totes”, but it now has spread to many other English words.

    The origins of other millennial slangs are more complex than “totesing”.“Bae”, for example, has been widely used by African-Americans for years. It can be an expression of closeness with one's romantic partner or, like “sweetheart”, for someone without romantic connection. After pop singer Pharrell used the word in his work, “bae” became mainstream.

    Some people might think millennial slangs lower the value of the English language, but Melbourne University linguist（语言学家）Rosey Billington doesn't agree. She says when people are able to use a language in a creative way, they show that they know the language rules well enough to use words differently. Two other linguists, Lauren Spradlin and Taylor Jones, share the same view. The two analysed hundreds of examples of totes-speak and discovered totesing has complex roots.

    It isn't simply an adult version of baby talk, nor a clever way to minimize your word count. Rather, it is a highly organized system that relies on a speaker's mastery of English pronunciation. It is about sounds, follows sound system of English and has strict rules.

    Let us all raise a glass to AlphaGo and the advance of artificial intelligence. AlphaGo, DeepMind's Go-playing AI, just defeated the best Go-playing human, Lee Sedol. But as we drink to its success, we should also begin trying to understand what it means for the future.

    The number of possible moves in a game of Go is so huge that in order to win against a player like Lee. AlphaGo was designed to adopt a human—like style of gameplay by using a relatively recent development--deep learning. Deep learning uses large data sets," machine learning" algorithms （计算程序） and deep neural networks to teach the AI how to perform a particular set of tasks. Rather than programming complex Go rules and strategies into AlphaGo DeepMind designers taught AlphaGo to play the game by feeding it data based on typical Go moves. Then, AlphaGo played against itself, tirelessly learning from its own mistakes and improving its gameplay over time. The results speak for themselves.

    Deep learning represents a shift in the relationship humans have with their technological creations. It results in AI that displays surprising and unpredictable behaviour. Commenting after his first loss, Lee described being shocked by an unconventional move he claimed no human would ever have made. Demis Hassabis, one of DeepMind's founders, echoed this comment:"We're very pleased that AlphaGo played some quite surprising and beautiful moves."

    Unpredictability and surprises are—or can be—a good thing. They can indicate that a system is working well, perhaps better than the humans that came before it. Such is the case with AlphaGo. However, unpredictability also indicates a loss of human control. That Hassabis is surprised at his creation's behaviour suggests a lack of control in the design. And though some loss of control might be fine in the context of a game such as Go, it raises urgent questions elsewhere.

    How much and what kind of control should we give up to AI machines? How should we design appropriate human control into AI that requires us to give up some of that very control? Is there some AI that we should just not develop if it means any loss of human control? How much of a say should corporations, governments, experts or citizens have in these matters? These important questions, and many others like them, have emerged in response, but remain unanswered. They require human, not human - like, solutions.

    So as we drink to the milestone in AI, let's also drink to the understanding that the time to answer deeply human questions about deep learning and AI is now.