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DESCRIPTION:In recent times\, we often hear a call for the governance of AI
  systems\, but what does that really mean? In this talk\, I will first ado
 pt a control theory perspective to explain governance that determines the 
 reference input via value alignment\, data scientists acting as the contro
 ller to meet the values in a machine learning system\, and facts captured 
 in transparent documentation as the feedback signal. I will then adopt a n
 ursing theory perspective to explain how the control theory perspective la
 cks caring and the need for a carative approach that starts with the real-
 world problem as experienced by the most vulnerable people. I will conclud
 e with an example of a project on using machine learning to evaluate appli
 cants for home solar panel systems in rural India as well as a discussion 
 of governing large language models.\n\n[]\n\nCo-sponsored by: Fairleigh Di
 ckinson University\n\nSpeaker(s): Dr. Kush Varshney \, \n\nAgenda: \nIn re
 cent times\, we often hear a call for the governance of AI systems\, but w
 hat does that really mean? In this talk\, I will first adopt a control the
 ory perspective to explain governance that determines the reference input 
 via value alignment\, data scientists acting as the controller to meet the
  values in a machine learning system\, and facts captured in transparent d
 ocumentation as the feedback signal. I will then adopt a nursing theory pe
 rspective to explain how the control theory perspective lacks caring and t
 he need for a carative approach that starts with the real-world problem as
  experienced by the most vulnerable people. I will conclude with an exampl
 e of a project on using machine learning to evaluate applicants for home s
 olar panel systems in rural India as well as a discussion of governing lar
 ge language models.\n\nVirtual: https://events.vtools.ieee.org/m/410062
LOCATION:Virtual: https://events.vtools.ieee.org/m/410062
ORGANIZER:zhao@fdu.edu
SEQUENCE:7
SUMMARY:A Carative Approach to AI Governance
URL;VALUE=URI:https://events.vtools.ieee.org/m/410062
X-ALT-DESC:Description: <br /><p class="MsoNormal">In recent times\, we oft
 en hear a call for the governance of AI systems\, but what does that reall
 y mean? In this talk\, I will first adopt a control theory perspective to 
 explain governance that determines the reference input via value alignment
 \, data scientists acting as the controller to meet the values in a machin
 e learning system\, and facts captured in transparent documentation as the
  feedback signal. I will then adopt a nursing theory perspective to explai
 n how the control theory perspective lacks caring and the need for a carat
 ive approach that starts with the real-world problem as experienced by the
  most vulnerable people. I will conclude with an example of a project on u
 sing machine learning to evaluate applicants for home solar panel systems 
 in rural India as well as a discussion of governing large language models.
 </p>\n<p class="MsoNormal"><img src="https://events.vtools.ieee.org/vtools
 _ui/media/display/099c3a2b-f686-429d-8549-ea95c01f8e42" alt="" width="966"
  height="482"></p><br /><br />Agenda: <br /><p class="MsoNormal">In recent
  times\, we often hear a call for the governance of AI systems\, but what 
 does that really mean? In this talk\, I will first adopt a control theory 
 perspective to explain governance that determines the reference input via 
 value alignment\, data scientists acting as the controller to meet the val
 ues in a machine learning system\, and facts captured in transparent docum
 entation as the feedback signal. I will then adopt a nursing theory perspe
 ctive to explain how the control theory perspective lacks caring and the n
 eed for a carative approach that starts with the real-world problem as exp
 erienced by the most vulnerable people. I will conclude with an example of
  a project on using machine learning to evaluate applicants for home solar
  panel systems in rural India as well as a discussion of governing large l
 anguage models.</p>\n<p class="MsoNormal">&nbsp\;</p>
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