求英文演讲稿 主题 人工智能 （高中水平） 10分钟演讲的样子 少年强则国强英语演讲稿(高中水平）
\u6025\u6025\u6025\u6025, \u6c42\u9ad8\u624b\u7ed9\u6211\u4e00\u72473\u5206\u949f\u7684\u82f1\u8bed\u6f14\u8bb2\u7a3f,\u9898\u76ee\u662f<\u5988\u5988,\u6211\u60f3\u5bf9\u4f60\u8bf4> \u8981\u6c42\u662f\u9ad8\u4e2d\u6c34\u5e73\u7684\u6f14\u8bb2\u7a3f,\u4e07\u5206\u611f\u8c22\u5988\u5988,\u6211\u60f3\u5bf9\u4f60\u8bf4
Mom, I want to say to you
\u6bcd\u7231\u50cf\u6625\u5929\u7684\u6696\u98ce\uff0c\u5439\u62c2\u7740\u4f60\u7684\u5fc3\uff1b
Maternal love like a spring warm wind, blowing your heart;
\u6bcd\u7231\u50cf\u7ef5\u7ef5\u7ec6\u96e8\uff0c\u8f7b\u8f7b\u62cd\u6253\u7740\u4f60\u7684\u8138\u9762\uff0c\u6ecb\u6da6\u7740\u4f60\u7684\u5fc3\u7530\uff1b
Maternal love like continuous drizzle, and gently pat with your face, moisten your heart field;
\u6bcd\u7231\u50cf\u51ac\u5929\u7684\u706b\u7089\uff0c\u7ed9\u4f60\u5728\u4e25\u51ac\u4e2d\u8425\u9020\u6696\u4eba\u5fc3\u610f\u7684\u9633\u5149\u3002
Maternal love like winter stove, give you warm in winter in mind sunshine builds.
\u4eba\u4e16\u95f4\u7684\u513f\u5973\u4eec\uff0c\u671b\u7740\u4e24\u9b13\u6591\u767d\u7684\u6bcd\u4eb2\uff0c\u54ea\u4e00\u4e2a\u4e0d\u8f9b\u9178\u81f3\u6781\u5462\uff1f
World children, looking liangbinbanbai mother, which not extremely bitter?
\u6bcd\u4eb2\u8d4b\u4e88\u7ed9\u6211\u7684\u7231\u5b9e\u5728\u3001\u6734\u5b9e\u3001\u4e25\u5389\uff0c\u6709\u65f6\u8fd8\u6709\u70b9\u8bd7\u60c5\u753b\u610f\u3002
Mother gave to give my love really, guileless, tough, sometimes have some poetic charms.
\u604d\u60da\u4e2d\uff0c\u6211\u7684\u601d\u7eea\u56de\u5230\u4e86\u7ae5\u5e74\u3002
A trance, I thought back to my childhood.
\u6211\u770b\u89c1\u4e00\u4e2a\u5fd9\u788c\u7684\u8eab\u5f71\uff0c\u90a3\u662f\u6bcd\u4eb2\u5728\u8f9b\u52e4\u5de5\u4f5c\uff1b
I saw a busy in figure, that's mother worked hard;
\u6211\u770b\u89c1\u4e00\u4e2a\u75b2\u60eb\u7684\u8eab\u5f71\uff0c\u90a3\u662f\u6bcd\u4eb2\u5728\u4e3a\u6211\u7f16\u7ec7\u5bd2\u8863\uff1b
I saw a figure, it is tired in the summer for my mother weave;
\u6211\u770b\u89c1\u4e00\u4e2a\u6b22\u5feb\u7684\u8eab\u5f71\uff0c\u90a3\u662f\u6bcd\u4eb2\u5728\u4e3a\u6211\u5b66\u4e60\u8fdb\u6b65\u800c\u9ad8\u5174\u3002
I saw a bright scene, that's mother for my study progress in delighted.
\u7ec6\u7ec6\u56de\u60f3\uff0c\u5728\u6211\u7684\u751f\u6d3b\u4e2d\uff0c\u54ea\u4e00\u5929\u53c8\u5c11\u4e86\u6bcd\u4eb2\u7684\u8eab\u5f71\uff1f
Carefully back in my life, which one day again little mother figure?
\u6bcf\u5f53\u6211\u54ed\u65f6\uff0c\u5988\u5988\u5c31\u5b89\u6170\u6211\uff1b
Whenever I cry, mother comforts me;
\u6bcf\u5f53\u6211\u611f\u5230\u50cf\u4e00\u53ea\u5b64\u5f31\u65e0\u52a9\u7684\u5c0f\u9e1f\u65f6\uff0c\u5988\u5988\u5c31\u5f20\u5f00\u5979\u90a3\u5bbd\u5e7f\u7684\u81c2\u8180\uff0c\u7ed9\u6211\u6e29\u6696\u548c\u7231\u7684\u6c14\u606f\u3002
Whenever I feel like a helpless little bird, my mother opened her broad arms, give me warm and loving breath.
\u6709\u4e00\u6b21\u6211\u4eec\u5b66\u6821\u91cc\u6253\u9488\uff0c\u7ed3\u679c\u6211\u6655\u8840\u3002
Once we school result, I YunXie injection.
\u90a3\u65f6\u6b63\u503c\u4e2d\u5348\uff0c\u5988\u5988\u542c\u8bf4\u540e\uff0c\u4e8c\u8bdd\u6ca1\u8bf4\uff0c\u8fde\u4e2d\u5348\u996d\u90fd\u6ca1\u5403\u5c31\u5306\u5306\u8d76\u5230\u5b66\u6821\uff0c\u80cc\u6211\u53bb\u627e\u533b\u751f\uff0c\u540e\u6765\u5988\u5988\u8bf7\u5047\u5728\u533b\u9662\u966a\u6211\u3002
Then comes after noon, mother heard, without further ado, even didn't eat lunch is hurried to school, back I go to see a doctor, then mom leave in the hospital with me.
\u5f53\u65f6\u6211\u770b\u89c1\u5988\u5988\u5f88\u4f24\u5fc3\uff0c\u4e0d\u77e5\u4e3a\u4ec0\u4e48\uff0c\u6211\u4e5f\u611f\u5230\u4e00\u4e1d\u5fc3\u9178\u3002
At that time I saw mother very sad, somehow, I also feel a little sad.
\u8fd8\u6709\u4e00\u6b21\uff0c\u6211\u548c\u7238\u7238\u5988\u5988\u4e70\u4e86\u4e00\u4e2a\u5927\u897f\u74dc\u3002
On another occasion, my parents and I bought a big watermelon.
\u56de\u5230\u5bb6\uff0c\u8fd8\u6ca1\u5403\uff0c\u6211\u7684\u53e3\u6c34\u90fd\u6d41\u51fa\u6765\u4e86\u3002
Back home, and haven't eat, my saliva all out.
\u5988\u5988\u5207\u597d\u74dc\u540e\uff0c\u5148\u7ed9\u4e86\u6211\u4e00\u5757\u74dc\u7c7d\u5c11\uff0c\u74dc\u8089\u751c\u7684\u4e00\u5757\u3002
Mother cut good melon first, gave me a melon seeds, less a piece of meat sweet melons.
\u5979\u5374\u5403\u74dc\u7c7d\u591a\uff0c\u74dc\u8089\u4e0d\u662f\u5f88\u751c\u7684\u4e00\u5757\u3002
But she ate melon seed, melon meat is not very sweet piece.
\u4f46\u6bcd\u7231\u6709\u65f6\u4e5f\u4f1a\u662f\u4e25\u5389\u7684\u3002
But maternal love is sometimes harsh.
\u6211\u4e00\u76f4\u6709\u7c97\u5fc3\u5927\u610f\u7684\u4e0d\u597d\u4e60\u60ef\u3002
I have been careless bad habits.
\u6709\u6b21\uff0c\u6211\u5728\u5b66\u6821\u4e0a\u4f53\u80b2\u8bfe\u540e\u4e0d\u5c0f\u5fc3\u4e22\u5931\u4e86\u8863\u670d\u3002
Once, I at school gym class accidentally lost clothes.
\u56de\u5bb6\u540e\uff0c\u5988\u5988\u72e0\u72e0\u6279\u8bc4\u4e86\u6211\u4e00\u987f\u3002
After coming home, mother severely criticized the me a lesson.
\u4f46\u6211\u77e5\u9053\uff0c\u5988\u5988\u5176\u5b9e\u4e5f\u5f88\u5fc3\u75db\uff0c\u5979\u4e5f\u4e0d\u60f3\u9a82\u5979\u7684\u513f\u5b50\uff0c\u4f46\u4e5f\u53ea\u6709\u8fd9\u6837\uff0c\u624d\u80fd\u4fc3\u4f7f\u6211\u6539\u6389\u7c97\u5fc3\u5927\u610f\u7684\u6bdb\u75c5\u3002
But I know, mom is also very heartache, she also don't want to scold her son, but also only in this way can we prompted me to get rid of careless habit.
\u6bcd\u7231\u662f\u7231\u91cc\u9762\u6700\u4f1f\u5927\u7684\u4e00\u79cd\u3002
Maternal love is the greatest love inside a.
\u513f\u5973\u662f\u6bcd\u4eb2\u7528\u81ea\u5df1\u7684\u7231\u6d47\u704c\u800c\u6210\u7684\u82b1\u8349\uff0c\u513f\u5973\u7684\u6210\u957f\u79bb\u4e0d\u5f00\u6bcd\u4eb2\u7684\u6bcf\u4e00\u6ef4\u7231\u3002
Children with our love is the mother of flowers and plants, water and into the growth of the children from mother each drop of love.
\u6bcd\u4eb2\uff0c\u4e00\u751f\u4e3a\u513f\u5973\u62a4\u822a\uff0c\u9ed8\u9ed8\u5728\u513f\u5973\u80cc\u540e\u4e3a\u513f\u5973\u5bfc\u5f15\u65b9\u5411\u3002
Mother, life for their children behind escort, children in silence to provide direction for their children.
\u6bcd\u4eb2\u5bf9\u6211\u4eec\u7684\u7231\uff0c\u662f\u6211\u4eec\u6240\u80fd\u62a5\u7b54\u5f97\u4e86\u7684\u5417\uff1f
Mother's love for us, as we can repay got?
\u6b63\u5982\u300a\u6e38\u5b50\u541f\u300b\u6240\u66f0\uff1a\u201c\u8c01\u8a00\u5bf8\u8349\u5fc3\uff0c\u62a5\u5f97\u4e09\u6625\u6656\u3002\u201d
As the wandering moans of yue: "who grass-inch heart, reported in the apartments."
\u6bcd\u4eb2\u7684\u5fc3
The heart of a mother
\u5409\u6797 \u51af \u4f1f
Jilin von wei
\u79cb\u610f\u6b63\u6d53\uff0c\u5c0f\u8def\u4e0a\u94fa\u6ee1\u91d1\u9ec4\u7684\u53f6\u5b50\u3002
Autumn is strong, the path is covered with golden yellow leaves.
\u6bcf\u4e00\u7247\u53f6\u5b50\uff0c\u90fd\u662f\u4e00\u4e2a\u65e5\uff0c\u5728\u6bcd\u4eb2\u7684\u8eab\u540e\u5806\u79ef\u6210\u8fc7\u53bb\u3002
Every leaf, is a day, in the build up in the past behind mother.
\u6625\u5929\u3001\u590f\u5929\u7684\u7ae5\u8bdd\u90fd\u5df2\u53d1\u4e86\u9ec4\uff0c\u5939\u5728\u843d\u53f6\u4e2d\u4e0d\u89c1\u4e86\u8e2a\u8ff9\uff0c\u79cb\u9633\u4f9d\u65e7\u6e29\u6696\uff0c\u6de1\u6de1\u7684\u91d1\u8272\u4ecd\u53ef\u4ee5\u7f16\u7ec7\u4e00\u7bc7\u7ae5\u8bdd\u2014\u2014\u7ed9\u79cb\u5929\u3002
Spring, summer fairy tale has sent yellow, clip in in leaves just missing trail, still warm, light golden can still knitting a fairy tale - give autumn. Papers
\u79cb\u591c\uff0c\u5076\u7136\u505c\u4e86\u7535\uff0c\u6447\u66f3\u7684\u70db\u5149\u628a\u5988\u5988\u7684\u8eab\u5f71\u6295\u5728\u5899\u4e0a\uff0c\u51dd\u91cd\u3001\u98d8\u9038\uff0c\u5b9b\u5982\u62ab\u7740\u7fbd\u8863\u7684\u4ed9\u5973\u5728\u6c89\u601d\u3002
The autumn leaves, the accidental stopped electricity, the mother of the candle flickered on the wall, dignified figure shots as, elegant, covered with clothes fairy in meditation.
\u90a3\u4e00\u523b\uff0c\u6211\u771f\u5e0c\u671b\u90a3\u5f71\u5b50\u662f\u4e00\u5f20\u526a\u7eb8\uff0c\u53ef\u4ee5\u5939\u8fdb\u4e66\u9875\uff0c\u7559\u4e00\u4e2a\u6c38\u6052\u3002
At that moment, I wish that the shadow is a paper-cut, can clip into pages, leave an eternity.
\u53ef\u662f\uff0c\u90a3\u6bd5\u7adf\u53ea\u662f\u4e00\u4e2a\u5f71\u5b50\uff0c\u8f6c\u77ac\u5373\u901d\u3002
But it was only a shadow, fleeting.
\u6765\u7535\u540e\uff0c\u6bcd\u4eb2\u53c8\u6062\u590d\u4e86\u5fd9\u788c\uff0c\u90a3\u5306\u5fd9\u7684\u5f71\u5b50\u6bd5\u7adf\u662f\u6293\u4e0d\u4f4f\u7684\u3002
Call back, mother after the shadow, then hurried busy squandering is after all.
\u5176\u5b9e\uff0c\u6211\u8981\u73cd\u85cf\u7684\u4e5f\u4e0d\u6b62\u662f\u90a3\u5f71\u5b50\uff0c\u8fd8\u6709\u5988\u5988\u91cd\u65b0\u62ab\u8d77\u7fbd\u8863\u7684\u795e\u60c5\u3002
Actually, I will treasure of also are more than shadow, and mother to the beatles on clothes look.
\u6bcd\u4eb2\u6709\u4e00\u4ef6\u7f8e\u4e3d\u7684\u7fbd\u8863\uff0c\u662f\u8bfb\u4e86\u4e00\u7bc7\u7ae5\u8bdd\u540e\u624d\u77e5\u9053\u7684\u3002
Mother has a beautiful clothes, is read a story after the fairy tale don't know.
\u6587\u4e2d\u8bf4\uff1a\u6bcf\u4e2a\u6bcd\u4eb2\u539f\u672c\u90fd\u662f\u4e00\u4e2a\u7f8e\u4e3d\u7684\u4ed9\u5973\uff0c\u90fd\u6709\u4e00\u4ef6\u7fbd\u8863\uff0c\u53ef\u4ee5\u8ba9\u5979\u98de\u7fd4\uff1b
This paper said: every mother originally is a beautiful fairy, have a piece clothes, can let she fly;
\u53ef\u5f53\u5979\u51b3\u5b9a\u505a\u6bcd\u4eb2\u65f6\uff0c\u90a3\u7fbd\u8863\u5c31\u9501\u8fdb\u4e86\u4e00\u53ea\u6c38\u4e0d\u4f1a\u518d\u6253\u5f00\u7684\u7bb1\u5b50\u3002
But when she decided to make mother, the clothes will lock into a will never try to open the box.
\u800c\u6211\u7684\u5e0c\u671b\u6b63\u662f\u8981\u6bcd\u4eb2\u91cd\u65b0\u62ab\u8d77\u7fbd\u8863\u3002
And I hope it is mother to phi on clothes.
\u6447\u7bee\u8fb9\uff0c\u5979\u7684\u7738\u5b50\u662f\u4f1a\u5531\u6b4c\u7684\u661f\u661f\uff0c\u5468\u56f4\u7684\u4e00\u5207\u90fd\u5728\u5979\u7684\u6b4c\u58f0\u4e2d\u52a8\u4e86\u8d77\u6765\u3002
At the cradle, her eyes were singing stars, everything around in her singing moves.
\u540e\u6765\uff0c\u6bcd\u4eb2\u662f\u7ae5\u8bdd\uff0c\u5728\u5979\u7684\u58f0\u97f3\u91cc\u54ed\u4e5f\u6e05\u6670\uff0c\u7b11\u4e5f\u6e05\uff0c\u5fd8\u8bb0\u4e86\u6bcd\u4eb2\u90a3\u65f6\u7684\u6a21\u6837\uff0c\u53ea\u8bb0\u5f97\u90a3\u65f6\u6bcd\u4eb2\u662f\u4ed9\u5973\u3002
Afterwards, mother is a fairy tale, in her voice cry, laugh too clear, forget mother also clear then appearance, just remember when mothers is fairy.
\u518d\u540e\u6765\uff0c\u6bcd\u4eb2\u53c8\u5fd9\u4e86\u8d77\u6765\uff0c\u6e05\u6668\u62c9\u4e86\u6211\u53bb\u516c\u56ed\u55c5\u53f6\u7684\u6e05\u9999\uff0c\u96e8\u591c\u62e5\u6211\u5728\u6000\u4e2d\u4f3c\u542c\u96e8\u7684\u5462\u5583\u2026\u2026
Later, the mother was busy up, morning pulled me to the park smell leaf of subtle fragrance, rainy night wrap me in the TingYu bosom like twitter...
\u6211\u7ec8\u4e8e\u77e5\u9053\uff0c\u6bcd\u4eb2\u7684\u7fbd\u8863\u672a\u6536\u8d77\uff0c\u800c\u662f\u4ece\u6211\u53d1\u51fa\u7b2c\u4e00\u58f0\u557c\u54ed\u8d77\u5c31\u62ab\u5230\u4e86\u6211\u7684\u8eab\u4e0a\u2026\u2026
I finally know, mother fold the clothes, but not from my first sound crying out to wrap up on me...
\u5341\u51e0\u5e74\u6765\uff0c\u6bcd\u4eb2\u7684\u5f69\u7b14\u4e00\u76f4\u90fd\u5728\u753b\u6211\uff0c\u4ece\u6ca1\u820d\u5f97\u4e3a\u81ea\u5df1\u591a\u753b\u4e00\u7b14\u3002
For over ten years, the mother scenery have been painting I, never willing to draw a pen for himself.
\u4eca\u5929\uff0c\u5f53\u6211\u60f3\u8fd8\u4e00\u4e2a\u4f53\u8d34\u7ed9\u6bcd\u4eb2\u65f6\uff0c\u4e00\u5f20\u521d\u4e09\u7684\u8bfe\u8868\u53c8\u628a\u6211\u57cb\u8fdb\u4e86\u4e66\u91cc\u3002
Today, when I want to return a considerate to mother, a third day's schedule and bury me into the book.
\u628a\u7231\u5199\u5728\u4eca\u5929\uff0c\u628a\u62a5\u7b54\u7559\u7ed9\u660e\u5929\uff0c\u7adf\u6210\u4e86\u6211\u65e0\u5948\u4e2d\u552f\u4e00\u53ef\u4ee5\u671f\u671b\u5b9e\u8df5\u7684\u8bfa\u8a00\u3002
Put your love to write in today, tomorrow, he was rewarded for the only I helpless can expect practice promise.
\u6bcd\u4eb2\u4ec5\u6709\u4e00\u672c\u76f8\u518c\uff0c\u7559\u4f4f\u4e86\u5979\u7684\u9752\u6625\u3002
Mother only a photo album, keep her youth.
\u4f46\u4e0d\u77e5\u662f\u56e0\u4e3a\u8fc7\u4e8e\u5fd9\u788c\uff0c\u8fd8\u662f\u4e0d\u60f3\u91cd\u62fe\u671d\u82b1\uff0c\u5979\u7adf\u8f7b\u6613\u4e0d\u53bb\u7ffb\u5b83\u3002
But don't know because too busy, or don't want to regain8 toward flowers, she unexpectedly easily not to turn it.
\u6bcd\u4eb2\u518d\u4e5f\u4e0d\u50cf\u6211\u513f\u65f6\u90a3\u4e48\u795e\u79d8\u2014\u2014\u6ca1\u6709\u65f6\u95f4\u53bb\u542c\u300a\u6881\u795d\u300b\uff0c\u8fde\u6700\u7231\u770b\u7684\u7535\u89c6\u5267\uff0c\u4e5f\u603b\u662f\u5728\u7ed3\u675f\u4e4b\u524d\u5c31\u6084\u7136\u7761\u53bb\u2026\u2026
Mother don't like my childhood so mysterious -- no time to listen to "butterfly lovers", even the most favorite TV show, also always sneak in closing to sleep...
\u800c\u5f53\u6211\u627f\u8bfa\u7ed9\u6bcd\u4eb2\u4e70\u4ec0\u4e48\u4e1c\u897f\u65f6\uff0c\u6bcd\u4eb2\u7684\u7b11\u53c8\u662f\u90a3\u4e48\u65e0\u6028\u65e0\u6094\uff0c\u751a\u81f3\u8fd8\u9887\u6709\u51e0\u5206\u6211\u7ec8\u4e8e\u61c2\u5f97\u7684\u6b23\u6170\u3002
And when I promised mother what to buy, mother smile is so regrets, even quite a few minutes I finally understand gratified.
\u96be\u9053\uff0c\u6bcd\u4eb2\u7684\u5fc3\u53ea\u4e24\u53e5\u8bdd\u5c31\u5f97\u5230\u6ee1\u8db3?
Don't, mother's heart just two words get satisfied?
\u79cb\u5929\u4ecd\u9700\u8981\u7ae5\u8bdd\uff0c\u6bcd\u4eb2\u7684\u5fc3\u9700\u8981\u6ee1\u8db3\u3002
Autumn still need a fairy tale, the heart of a mother need to meet.
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In the golden season, mother's harvest should be a grow up me.
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And I grew up first thing is to repay mother, don't let mother felt the dreariness and bleak autumn.
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Autumn, rain will with a fairy tale and becomes sweet.
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The sunshine, and the mother of wearing clothes go lanes, through enterprise, passed,...
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We pull the sun filar, we weave the autumn tale.
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10 Examples of Artificial Intelligence You’re Using in Daily Life
Internet Tech
Artificial intelligence (AI) might seem like the realm of
science fiction, but you might be surprised to find out that you’re
already using it. AI has a huge effect on your life, whether you’re
aware of it or not, and its influence is likely to grow in the coming
years. Here are 10 examples of artificial intelligence that you’re
already using every day.
Virtual Personal Assistants
Siri, Google Now, and Cortana
are all intelligent digital personal assistants on various platforms
(iOS, Android, and Windows Mobile). In short, they help find useful
information when you ask for it using your voice; you can say “Where’s
the nearest Chinese restaurant?”, “What’s on my schedule today?”,
“Remind me to call Jerry at eight o’clock,” and the assistant will
respond by finding information, relaying information from your phone, or
sending commands to other apps.
AI is important in these apps, as they collect information on your
requests and use that information to better recognize your speech and
serve you results that are tailored to your preferences. Microsoft says
that Cortana “continually learns about its user” and that it will
eventually develop the ability to anticipate users’ needs. Virtual
personal assistants process a huge amount of data from a variety of
sources to learn about users and be more effective in helping them
organize and track their information.
Video Games
One of the instances of AI that most people are probably familiar
with, video game AI has been used for a very long time—since the very
first video games, in fact. But the complexity and effectiveness of that
AI has increased exponentially over the past several decades, resulting
in video game characters that learn your behaviors, respond to stimuli,
and react in unpredictable ways. 2014’s Middle Earth: Shadow of Mordor
is especially notable for the individual personalities given to each
non-player character, their memories of past interaction, and their
variable objectives.
First-person shooters like Far Cry and Call of Duty
also make significant use of AI, with enemies that can analyze their
environments to find objects or actions that might be beneficial to
their survival; they’ll take cover, investigate sounds, use flanking
maneuvers, and communicate with other AIs to increase their chances of
victory. As far as AI goes, video games are somewhat simplistic, but
because of the industry’s huge market, a great deal of effort and money
are invested every year in perfecting this type of AI.
Smart Cars
You probably haven’t seen someone reading the newspaper while driving
to work yet, but self-driving cars are moving closer and closer to
reality; Google’s self-driving car project and Tesla’s “autopilot”
feature are two examples that have been in the news lately. Earlier this
year, the Washington Post reported
on an algorithm developed by Google that could potentially let
self-driving cars learn to drive in the same way that humans do: through
experience.
The AI detailed in this article learned to play simple video games,
and Google will be testing that same intelligence in driving
games before moving onto the road. The idea is that, eventually, the car
will be able to “look” at the road ahead of it and make decisions based
on what it sees, helping it learn in the process. While Tesla’s
autopilot feature isn’t quite this advanced, it’s already being used on
the road, indicating that these technologies are certainly on their way
in.
Purchase Prediction
Large retailers like Target and Amazon stand to make a lot of money
if they can anticipate your needs. Amazon’s anticipatory shipping
project hopes to send you items before you need them,
completely obviating the need for a last-minute trip to the online
store. While that technology isn’t yet in place, brick-and-mortar
retailers are using the same ideas with coupons; when you go to the
store, you’re often given a number of coupons that have been selected by
a predictive analytics algorithm.
This can be used in a wide variety of ways, whether it’s sending you
coupons, offering you discounts, targeting advertisements, or stocking
warehouses that are close to your home with products that you’re likely
to buy. As you can imagine, this is a rather controversial use of AI,
and it makes many people nervous about potential privacy violations from
the use of predictive analytics.
Fraud Detection
Have you ever gotten an email or a letter asking you if you made a
specific purchase on your credit card? Many banks send these types of
communications if they think there’s a chance that fraud may have been
committed on your account, and want to make sure that you approve the
purchase before sending money over to another company. Artificial
intelligence is often the technology deployed to monitor for this type
of fraud.
In many cases, computers are given a very large sample of fraudulent
and non-fraudulent purchases and asked to learn to look for signs that a
transaction falls into one category or another. After enough training,
the system will be able to spot a fraudulent transaction based on the
signs and indications that it learned through the training exercise.
Online Customer Support
Many websites now offer customers the opportunity to chat with a
customer support representative while they’re browsing—but not every
site actually has a live person on the other end of the line. In many
cases, you’re talking to a rudimentary AI. Many of these chat support
bots amount to little more than automated responders, but some of them
are actually able to extract knowledge from the website and present it
to customers when they ask for it.
Perhaps most interestingly, these chat bots need to be adept at
understanding natural language, which is a rather difficult proposition;
the way in which customers talk and the way in which computers talk is
very different, and teaching a machine to translate between the two
isn’t easy. But with rapid advances in natural language processing
(NLP), these bots are getting better all the time.
News Generation
Did you know that artificial intelligence programs can write news stories? According to Wired,
the AP, Fox, and Yahoo! all use AI to write simple stories like
financial summaries, sports recaps, and fantasy sports reports. AI isn’t
writing in-depth investigative articles, but it has no problem with
very simple articles that don’t require a lot of synthesis. Automated
Insights, the company behind the Wordsmith software,
says that e-commerce, financial services, real estate, and other
“data-driven” industries are already benefitting from the app.
Of course, Wordsmith still needs quite a bit of help from an actual
author to get setup and give it the matrix article that data is placed
into. However, the concept has been proven, and it’s likely that we’ll
see more and more reports generated by these means. Moving beyond
data-driven fields will require major leaps in technology, but the
groundwork has been laid, and it seems like it’s only a matter of time
until fully automated reporters become a reality.
Security Surveillance
A single person monitoring a number of video cameras isn’t a very
secure system; people get bored easily, and keeping track of multiple
monitors can be difficult even in the best of circumstances. Which is
why training computers to monitor those cameras makes a great deal of
sense. With supervised training exercises, security algorithms can take
input from security cameras and determine whether there may be a
threat—if it “sees” a warning sign, it will alert human security
officers.
Of course, the number of things that these computers can catch is currently pretty limited—Wired talks about
seeing flashes of color that may indicate an intruder or someone
loitering around a schoolyard. Identifying actions that might imply a
thief in a store are likely beyond the current technological
limitations, but don’t be surprised if this sort of technology debuts in
the near future.
Music and Movie Recommendation Services
While they’re rather simple when compared to other AI systems, apps like Spotify,
Pandora, and Netflix accomplish a useful task: recommending music and
movies based on the interests you’ve expressed and judgments you’ve made
in the past. By monitoring the choices you make and inserting them into
a learning algorithm, these apps make recommendations that you’re
likely to be interested in.
Much of this functionality is dependent on human-assigned factors.
For example, a song might have “driving bass,” “dynamic vocals,” and
“guitar riffs” listed as characteristics; if you like that song, you’ll
probably like other songs that include the same characteristics. This is
the basis of many recommendation services; and while it’s not
futuristically advanced, it does do a pretty good job of helping you
discover new music and movies.
Smart Home Devices
Many smart home devices now include the ability to learn your
behavior patterns and help you save money by adjusting the settings on
your thermostat or other appliances in an effort to increase convenience
and save energy. For example, turning your oven on when you leave work
instead of waiting to get home is a very convenient ability. A
thermostat that knows when you’re home and adjusts the temperature
accordingly can help you save money by not heating the house when you’re
out.
Lighting is another place where you might see basic artificial
intelligence; by setting defaults and preferences, the lights around
your house (both inside and outside) might adjust based on where you are
and what you’re doing; dimmer for watching TV, brighter for cooking,
and somewhere in the middle for eating, for example. The uses of AI in
smart homes are limited only by our imagination.
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