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A24     technology
                      Tuesday 2 april 2019
            No AI in humor: R2-D2 walks into a bar, doesn’t get the joke



            By SETH BORENSTEIN                                                                                                  writer  for  an  Israeli  version
            WASHINGTON (AP) — A ro-                                                                                             “Saturday Night Live.”
            bot walks into a bar. It goes                                                                                       Slonim  put  humor  into  the
            CLANG.                                                                                                              programming, figuring that
            Alexa and Siri can tell jokes                                                                                       an  occasional  one-liner
            mined from a humor data-                                                                                            could  help  in  a  debate.
            base,  but  they  don’t  get                                                                                        But  it  backfired  during  ini-
            them.  Linguists  and  com-                                                                                         tial  tests  when  the  system
            puter  scientists  say  this  is                                                                                    made  jokes  at  the  wrong
            something  to  consider  on                                                                                         time  or  in  the  wrong  way.
            April  Fools’  Day:  Humor  is                                                                                      Now, Project Debater is lim-
            what  makes  humans  spe-                                                                                           ited to one attempt at hu-
            cial.  When  people  try  to                                                                                        mor  per  debate,  and  that
            teach  machines  what’s                                                                                             humor is often self-effacing.
            funny,  the  results  are  at                                                                                       “We know that humor — at
            times laughable but not in                                                                                          least  good  humor  —  relies
            the way intended.                                                                                                   on nuance and on timing,”
            “Artificial  intelligence  will                                                                                     Slonim said. “And these are
            never get jokes like humans                                                                                         very  hard  to  decipher  by
            do,” said Kiki Hempelmann,                                                                                          an automatic system.”
            a  computational  linguist                                                                                          That’s  why  humor  may  be
            who studies humor at Texas                                                                                          key  in  future  Turing  Tests
            A&M University-Commerce.                                                                                            — the ultimate test of ma-
            “In  themselves,  they  have   This Monday, Aug. 1, 2016 file photo shows the humanoid robot “Alter” on display at the National   chine  intelligence,  which
            no  need  for  humor.  They   Museum of Emerging Science and Innovation in Tokyo.                                   is to see if an independent
            miss completely context.”                                                                          Associated Press   evaluator can tell if it is in-
            And  when  it  comes  to  stand-up  comedy,  said  said  it  turns  out  people  thing  mathematical  that  teracting  with  a  person  or
            humor,  the  people  who  computer  learning  looks  most  appreciate  a  robot’s  computers can grasp, Bish-       computer, Slonim said.
            study  it  —  sometimes  until  for  patterns,  but  comedy  self-effacing humor.      op said. Rayz has spent 15  There’s  still  “a  very  signifi-
            all  laughs  are  beaten  out  thrives  on  things  hover-  Ginger, which uses human-  years trying to get comput-  cant  gap  between  what
            of  it  —  say  context  is  key.  ing close to a pattern and  written  jokes  and  stories,  ers  to  understand  humor,  machines  can  do  and
            Even  expert  linguists  have  veering off just a bit to be  does  a  bit  about  Shake-  and  at  times  the  results  what  humans  are  doing,”
            trouble  explaining  humor,  funny and edgy.              speare    and   machines,  were,  well,  laughable.  She  both  in  language  and  hu-
            said  Tristan  Miller,  a  com-  Humor,  she  said,  “has  to  asking,  “If  you  prick  me  in  recalled  a  time  she  gave  mor, Slonim said.
            puter  scientist  and  linguist  skate  the  edge  of  being  my  battery  pack,  do  I  not  the computer two different  There are good reasons to
            at  Darmstadt  University  of  cohesive  enough  and  sur-  bleed  alkaline  fluid?”  in  groups of sentences. Some  have  artificial  intelligence
            Technology in Germany.       prising enough.”             a  reference  to  “The  Mer-  were jokes. Some were not.  try  to  learn  to  get  humor,
            “Creative language — and  For  comedians  that’s  job  chant of Venice.”               The  computer  classified  Darmstadt  University’s  Mill-
            humor in particular — is one  security.  Bishop  said  her  Humor  and  artificial  intelli-  something  as  a  joke  that  er said. It makes machines
            of  the  hardest  areas  for  parents were happy when  gence is a growing field for  people  thought  wasn’t  a  more  relatable,  especially
            computational intelligence  her brother became a full-    academics.                   joke. When Rayz asked the  if you can get them to un-
            to  grasp,”  said  Miller,  who  time  comedy  writer  be-  Some computers can gen-    computer  why  it  thought  derstand  sarcasm.  That
            has  analyzed  more  than  cause it meant he wouldn’t  erate and understand puns  it  was  a  joke,  its  answer  also may aid with automat-
            10,000  puns  and  called  it  be replaced by a machine.  — the most basic humor —  made  sense  technically.  ed  translations  of  different
            torture.  “It’s  because  it  re-  “I like to believe that there  without  help  from  humans  But the material still wasn’t  languages, he said.
            lies  so  much  on  real-world  is  something  very  innately  because  puns  are  based  funny, nor memorable, she  Texas A&M’s Hempelmann
            knowledge — background  human about what makes  on  different  meanings  of  said.  IBM  has  created  arti-        isn’t  so  sure  that’s  a  good
            knowledge  and  common-      something  funny,”  Bishop  similar-sounding  words.  But  ficial intelligence that beat  idea.
            sense  knowledge.  A  com-   said.                        they  fall  down  after  that,  opponents  in  chess  and  “Teaching  AI  systems  hu-
            puter  doesn’t  have  these  Oregon  State  University  said Purdue University com-    “Jeopardy!”  Its  latest  at-  mor is dangerous because
            real-world  experiences  to  computer scientist Heather  puter scientist Julia Rayz.   tempt, Project Debater , is  they  may  find  it  where  it
            draw on. It only knows what  Knight  created  the  com-   “They get them — sort of,”  more  difficult  because  it  is  isn’t  and  they  may  use  it
            you tell it and what it draws  edy-performingrobot  Gin-  Rayz said. “Even if we look  based  on  language  and  where  it’s  inappropriate,”
            from.”                       ger to help her design ma-   at  puns,  most  of  the  puns  aims  to  win  structured  ar-  Hempelmann  said.  “May-
            Allison  Bishop  ,  a  Colum-  chines  that  better  interact  require  huge  amounts  of  guments with people, said  be  bad  AI  will  start  killing
            bia  University  computer  with  —  and  especially  re-  background.”                 principal investigator Noam  people because it thinks it
            scientist who also performs  spond  to  —  humans.  She  Still, with puns there is some-  Slonim,  a  former  comedy  is funny.” q
            In a first, electric cars outsell traditional ones in Norway



            COPENHAGEN, Denmark (AP) — In  of  the  market  in  the  first  three  big incentives to boost electric car  Scandinavian  country  be  electric
            a  symbolic  first,  electric  cars  out-  months  of  2019  was  48.4  percent  sales.                     by 2025.
            sold  fossil  fuel-powered  ones  in  and  is  expected  to  hover  around  It waived hefty vehicle import du-  Countries  around  the  world  are
            Norway last month.                  50 percent for the whole year.      ties and registration and sales taxes  trying to encourage more people
            Christina  Bu,  the  Norwegian  Elec-  “Norway  shows  the  whole  world  for buyers of electric cars to boost  to buy electric cars as part of the
            tric  Vehicle  Association’s  general  that  the  electric  car  can  replace  sales. Owners don’t pay road tolls  effort  to  reduce  carbon  emissions
            secretary,  said  Monday  that  58.4  cars  powered  by  gasoline  and  and  use  bus  lanes  in  congested  and  fight  climate  change.  China,
            percent  of  new  cars  sold  in  the  diesel  and  be  an  important  con-  city centers.                  the  world’s  biggest  auto  market,
            country  in  March  were  battery-  tribution in the fight to reduce C02  The  perks,  however,  are  to  be  has also provided big incentives as
            powered,  calling  it  “historically  emissions,” Bu said in a statement.  phased out in 2021.              it tries to clean up the country’s air
            high.”                              Norway,  a  wealthy  European  na-  Norway’s Parliament has voted to  pollution problem and gain a lead
            Bu added that electric cars’ share  tion  of  5.3  million,  has  provided  require that all new cars sold in the  in new technologies.q
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