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THE WALL STREET JOURNAL.                                                                                                                                                                                                                                                                                                                                  Thursday, July 19th, 2012




WATSON GOES TO WORK.
  On February 16, 2011, the IBM                                                                          Organizations know this data is                                                                        It’s currently estimated that the
  computer Watson rang in with                                                                           rich in information and potential                                                                      amount of medical information
  the correct response (Who is                                                                           insight, but it’s as if they receive                                                                   doubles every 5 years—while,
  Bram Stoker?) to the final clue,                                                                       a fresh-minted library daily with                                                                      in a survey, 81% of physicians say
  winning a challenge against                                                                            answers to all their questions,                                                                        they can spare, on average, less                                                                            Every 5 years, the amount of medical
                                                                                                                                                                                                                                                                                                                                    information doubles.
  two human champions of the                                                                             except the books are written in                                                                        than 5 hours a month keeping up.
  TV quiz show Jeopardy!                                                                                 languages they cannot read.                                                                                                                                                                                   Combining its abilities to navigate
                                                                                                                                                                                                                It’s reported that financial firms
                                                                                                                                                                                                                                                                                                                       the complexities of human
  It was a rare pop culture moment                                                                      While programmable systems can                                                                          in the U.S. now cope with up
                                                                                                                                                                                                                                                                                                                       language and to analyze massive
  for a project begun deep within                                                                        apply volumes of data to the                                                                           to 50% growth in data annually.
                                                                                                                                                                                                                                                                                                                       amounts of data exceptionally
  IBM Research. Jeopardy!—with
                                                                                                                                                                                                                                                                                                                       quickly (over 200 million pages
  its complex, contextual, punning
                                                                                                                                                                                                                                                                                                                       in 3 seconds on Jeopardy!),
  wordplay—was a proxy for the
                                                                                                                                                                                                                                                                                                                      Watson has the potential to take
  problems that natural language
                                                                                                                                                                                                                                                                                                                       advantage of new research studies,
  data poses in the real world.
                                                                                                                                                                                                                                                                                                                       published reports and articles,
  It was also a very public trial of                                                                                                                                                                                                                                                                                   as well as patient outcomes and
  an advanced form of computing,                                                                                                                                                                                                                                                                                       interactions, to help doctors
  a cognitive system: a system                                                                                                                                                                                                                                                                                         make evidence-based decisions.
  that is not simply programmed
                                                                                                                                                                                                                                                                                                                       For banks, Watson can pore over
  but is trained to learn, based on
                                                                                                                                                                                                                                                                                                                       financial, regulatory, economic
  interactions and outcomes.
                                                                                                                                                                                                                                                                                                                       and social data across exchanges,
  True to expectation, Watson’s                                                                                                                                                                                                                                                                                        currencies and funds at terrific
  performance on Jeopardy!                                                                                                                                                                                                                                                                                             speeds. Citi, for example, will
  improved as the games progressed,                                                                                                                                                                                                                                                                                    examine the use of Watson’s deep
  and as it built on the information                                                                                                                                                                                                                                                                                   content analysis and evidence-
  acquired from each new clue                                                                                                                                                                                                                                                                                          based learning capabilities to
  and from each correct response.                                                                                                                                                                                                                                                                                      advance customer interactions
 Watson grew smarter.                                                                                                                                                                                                                                                                                                  and to improve and simplify the
                                                                                                                                                                                                                                                                                                                       experience of customers.




                                                                                                                                                                                                                                                                                                                                                                            5M
                                                                                                                                                                                                                                                                                                                                                          9
                                                                                                                                                                                                                                                                                                                                                         6 S
                                                                                                                                                                                                                                                                                                                                                          0


      Today it’s estimated 80% of the world’s
                                                                                                         problem, these systems struggle                                                                       They manage nearly 2,000
        data is “unstructured.” Increasingly,                                                                                                                                                                                                                                                                             5 million: The number of shares traded
      cognitive systems like Watson will help                                                            when the data is unstructured,                                                                         terabytes of data per employee.                                                                                  per minute on the NYSE.
               us make sense of it all.
                                                                                                         its accuracy is uncertain, or its                                                                     They also deal with the reality
  BIG AND BIGGER DATA.                                                                                   velocity continually accelerates.                                                                      that 5 million shares are traded on
  In the 16 months since Watson’s                                                                       The consequence, in the end,                                                                            the NYSE each minute; and this                                                                        THE FUTURE HAS BEEN
  brief TV career ended, the                                                                                                                                                                                                                                                                                          TELEVISED.
                                                                                                         is that decision making suffers.                                                                       is just one of several exchanges
  world’s data has increased sharply.                                                                                                                                                                                                                                                                                  In Watson, we see the promise
                                                                                                                                                                                                                they must keep up with.
  Close to 2.5 quintillion bytes                                                                                                                                                                                                                                                                                       of an advanced cognitive system

                                                                                                         COULD THIS BE A JOB                                                                                   When information outruns                                                                                that will make sense of the
  of new data are created daily.
                                                                                                         FOR WATSON?                                                                                            understanding, the costs can be                                                                        complexities and ambiguities of
  An estimated 80% of this data is
                                                                                                        Watson’s cognitive capabilities                                                                         profound. Through a series of                                                                          natural language; one that will
 “unstructured”: meaning it’s
                                                                                                         were designed to take on the real-                                                                     key collaborations, Watson aims                                                                        expand its capabilities through
  made up of things like raw text,
                                                                                                         world challenges of Big Data                                                                           to support and empower decision                                                                        interactions and outcomes; and,
  e-mails, tweets, posts, IMs, videos.
                                                                                                         in society and across a range of                                                                       makers in both industries.                                                                             ultimately, one that will behave
  And it’s composed in natural
  language—the slangy, allusive                                                                          industries; from the outset,                                                                                                                                                                                  more like the world’s most
                                                                                                                                                                                                                In 2011, Watson went to work in
  language of daily life—not in the                                                                      the aim was to put Watson to                                                                                                                                                                                  sophisticated computer—the
                                                                                                                                                                                                                healthcare. To help improve the
  neat, organized rows and columns                                                                       work first in healthcare and                                                                                                                                                                                  human brain.
                                                                                                                                                                                                                quality of care delivered, IBM
  databases can understand.                                                                              finance. Both industries confront
                                                                                                                                                                                                                announced a pilot program with                                                                        Watson will help us make our work,
                                                                                                       “deluges” of unstructured data
                                                                                                                                                                                                               WellPoint, whose affiliated                                                                             our lives and our societies smarter.
                                                                                                         every day, and both industries
                                                                                                                                                                                                                health plans cover one in nine                                                                         ibmwatson.com
                                                                                                         have a compelling need to act on
                                                                                                                                                                                                               Americans. And in March 2012,
                                                                                                         information quickly.
                                                             2.2 X                                                                                                                                              IBM launched a partnership
                                                                                                                                                                                                                with Memorial Sloan-Kettering                                                                          LET’S BUILD A
                                                                                                                                                                                                                Cancer Center, where work is                                                                           SMARTER PL ANET.
     Organizations that rely on analytics for
        competitive advantage are 2.2x                                                                                                                                                                          under way to teach Watson
     more likely to substantially outperform
              their industry peers.                                                                                                                                                                             about oncology diagnosis and
                                                                                                                                                                                                                treatment options.




  IBM, the IBM logo, ibm.com, Smarter Planet and the planet icon are trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. Jeopardy! Elements TM & © 2012 Jeopardy Productions, Inc. All Rights Reserved. A current list of IBM trademarks is available on the Web at www.ibm.com/legal/copytrade.shtml. © International Business Machines Corporation 2012.

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Watson goes to work

  • 1. THE WALL STREET JOURNAL. Thursday, July 19th, 2012 WATSON GOES TO WORK. On February 16, 2011, the IBM Organizations know this data is It’s currently estimated that the computer Watson rang in with rich in information and potential amount of medical information the correct response (Who is insight, but it’s as if they receive doubles every 5 years—while, Bram Stoker?) to the final clue, a fresh-minted library daily with in a survey, 81% of physicians say winning a challenge against answers to all their questions, they can spare, on average, less Every 5 years, the amount of medical information doubles. two human champions of the except the books are written in than 5 hours a month keeping up. TV quiz show Jeopardy! languages they cannot read. Combining its abilities to navigate It’s reported that financial firms the complexities of human It was a rare pop culture moment While programmable systems can in the U.S. now cope with up language and to analyze massive for a project begun deep within apply volumes of data to the to 50% growth in data annually. amounts of data exceptionally IBM Research. Jeopardy!—with quickly (over 200 million pages its complex, contextual, punning in 3 seconds on Jeopardy!), wordplay—was a proxy for the Watson has the potential to take problems that natural language advantage of new research studies, data poses in the real world. published reports and articles, It was also a very public trial of as well as patient outcomes and an advanced form of computing, interactions, to help doctors a cognitive system: a system make evidence-based decisions. that is not simply programmed For banks, Watson can pore over but is trained to learn, based on financial, regulatory, economic interactions and outcomes. and social data across exchanges, True to expectation, Watson’s currencies and funds at terrific performance on Jeopardy! speeds. Citi, for example, will improved as the games progressed, examine the use of Watson’s deep and as it built on the information content analysis and evidence- acquired from each new clue based learning capabilities to and from each correct response. advance customer interactions Watson grew smarter. and to improve and simplify the experience of customers. 5M 9 6 S 0 Today it’s estimated 80% of the world’s problem, these systems struggle They manage nearly 2,000 data is “unstructured.” Increasingly, 5 million: The number of shares traded cognitive systems like Watson will help when the data is unstructured, terabytes of data per employee. per minute on the NYSE. us make sense of it all. its accuracy is uncertain, or its They also deal with the reality BIG AND BIGGER DATA. velocity continually accelerates. that 5 million shares are traded on In the 16 months since Watson’s The consequence, in the end, the NYSE each minute; and this THE FUTURE HAS BEEN brief TV career ended, the TELEVISED. is that decision making suffers. is just one of several exchanges world’s data has increased sharply. In Watson, we see the promise they must keep up with. Close to 2.5 quintillion bytes of an advanced cognitive system COULD THIS BE A JOB When information outruns that will make sense of the of new data are created daily. FOR WATSON? understanding, the costs can be complexities and ambiguities of An estimated 80% of this data is Watson’s cognitive capabilities profound. Through a series of natural language; one that will “unstructured”: meaning it’s were designed to take on the real- key collaborations, Watson aims expand its capabilities through made up of things like raw text, world challenges of Big Data to support and empower decision interactions and outcomes; and, e-mails, tweets, posts, IMs, videos. in society and across a range of makers in both industries. ultimately, one that will behave And it’s composed in natural language—the slangy, allusive industries; from the outset, more like the world’s most In 2011, Watson went to work in language of daily life—not in the the aim was to put Watson to sophisticated computer—the healthcare. To help improve the neat, organized rows and columns work first in healthcare and human brain. quality of care delivered, IBM databases can understand. finance. Both industries confront announced a pilot program with Watson will help us make our work, “deluges” of unstructured data WellPoint, whose affiliated our lives and our societies smarter. every day, and both industries health plans cover one in nine ibmwatson.com have a compelling need to act on Americans. And in March 2012, information quickly. 2.2 X IBM launched a partnership with Memorial Sloan-Kettering LET’S BUILD A Cancer Center, where work is SMARTER PL ANET. Organizations that rely on analytics for competitive advantage are 2.2x under way to teach Watson more likely to substantially outperform their industry peers. about oncology diagnosis and treatment options. IBM, the IBM logo, ibm.com, Smarter Planet and the planet icon are trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. Jeopardy! Elements TM & © 2012 Jeopardy Productions, Inc. All Rights Reserved. A current list of IBM trademarks is available on the Web at www.ibm.com/legal/copytrade.shtml. © International Business Machines Corporation 2012.