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decades.  Many  of  the  routine  activities  have  already  been  entrusted  to  machines.
      There  have  been  phenomenal  improvements  in  user  interfaces,  payment  channels,
      internal controls, and useful dashboards. They have also been using AI related systems
      like robotic process automation, robot receptionists, chatbots, and machine learning
      techniques. But such adoption can bring in its own questions on ethics.
      Ethics of developing artificial beings that have the intelligence of humans has been on
      the minds of human beings for quite some time. Some people view AI, if it progresses
      relentlessly,  as  a  threat  to  humanity.  Some  fear  that  AI,  unlike  past  technological
      revolutions, could risk mass unemployment. The events so far in human history have
      adequate evidence to allay such fears. Humans have always been successful in tiding
      over temporary difficulties.

      However, while absorbing AI in banking, it is necessary to take adequate precautions
      to ensure security of the systems. More so, it may be very essential to build internal
      controls  to  identify  accountability  and  responsibility  in  case  of  large-scale  errors
      creeping into various AI managed functions of banking. The entire ecosystem must
      address the concerns relating to AI in banks.

      Ecosystem for banking technology comprises governments, regulators, academic
      institutions, major technology companies, emerging financial technology companies
      (fintech),  as  well  as  banks  themselves.  The  need  for  closer  coordination  among
      academia, IT industry, and banks are the greatest in today’s world of AI adoption in
      banking. The publication in your hand is a result of such a collaboration.

      The teams from Banks, Microsoft, and IDRBT, who put in their best efforts to bring out
      this Primer on AI, deserve all compliments. I am sure the Primer will serve as a good
      reference to all banks in their AI journey.






















































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