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AI for Social Good
AI for Social Good Jason Hong
June 2018
Previous Panels
AI 101
AI and the Future of the Workforce
AI for National Defense
Today, how can we use AI for social good?
• Pilot test in Pittsburgh of
smart traffic light
• Reduced 25% by eliminating
stops and reducing wait
time, not by increasing
travel speeds
• Reduced emissions by 20%
by reducing stops and idling
• Over 40% less time waiting
at intersections
Crisis Text Line
• 33M text messages,
5300 active rescues
• Wednesdays are most
anxiety-provoking day
• “Ibuprofen”, “Advil”,
and more
predictive than “kill”,
“suicide”, “harm”
Understanding Cities
Some Benefits of Using AI
Potential for reducing human bias
Increased accuracy (better than humans)
Ability to process big data, especially sensor streams
Available 24/7
Can help prioritize limited resources
Some Challenges for AI
Data Quality
Pittsburgh’s Hill District
Was ground zero for Jazz
musicians in 20th century
8,000 residents and 400
businesses, construction
decimated the economic
center of African-American
Pittsburgh
Median Income (2009):
$17,939
Some Challenges for AI
Data Quality – AI is only as good as its data
Privacy – Same data can be used for good / bad
Ethical issues – Ex. jobs, dual-use, bias
Note: These challenges not unique for AI for social
good
Fei Fang
Assistant Professor, Institute
for Software Research at
Carnegie Mellon University
Research in artificial intelligence,
with applications to security,
sustainability, and mobility
Jay Qi
Data Science Lead at Uptake,
industrial AI software company
headquartered in Chicago
Uptake.org (philanthropic and
social innovation arm) works
with orgs around world to build
data-driven tools and to grow
their own data science talent
Anna Bethke
Data scientist at Intel’s Artificial
Intelligence Product Group where
she heads their AI4Good efforts
AI in crop growth, determining how
algorithms can aid greenhouse
operators achieve highest crop yields
while minimizing the use of resources

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AI for Social Good

  • 2. AI for Social Good Jason Hong June 2018
  • 3. Previous Panels AI 101 AI and the Future of the Workforce AI for National Defense Today, how can we use AI for social good?
  • 4.
  • 5. • Pilot test in Pittsburgh of smart traffic light • Reduced 25% by eliminating stops and reducing wait time, not by increasing travel speeds • Reduced emissions by 20% by reducing stops and idling • Over 40% less time waiting at intersections
  • 6. Crisis Text Line • 33M text messages, 5300 active rescues • Wednesdays are most anxiety-provoking day • “Ibuprofen”, “Advil”, and more predictive than “kill”, “suicide”, “harm”
  • 8.
  • 9. Some Benefits of Using AI Potential for reducing human bias Increased accuracy (better than humans) Ability to process big data, especially sensor streams Available 24/7 Can help prioritize limited resources
  • 10. Some Challenges for AI Data Quality
  • 11. Pittsburgh’s Hill District Was ground zero for Jazz musicians in 20th century 8,000 residents and 400 businesses, construction decimated the economic center of African-American Pittsburgh Median Income (2009): $17,939
  • 12. Some Challenges for AI Data Quality – AI is only as good as its data Privacy – Same data can be used for good / bad Ethical issues – Ex. jobs, dual-use, bias Note: These challenges not unique for AI for social good
  • 13. Fei Fang Assistant Professor, Institute for Software Research at Carnegie Mellon University Research in artificial intelligence, with applications to security, sustainability, and mobility
  • 14. Jay Qi Data Science Lead at Uptake, industrial AI software company headquartered in Chicago Uptake.org (philanthropic and social innovation arm) works with orgs around world to build data-driven tools and to grow their own data science talent
  • 15. Anna Bethke Data scientist at Intel’s Artificial Intelligence Product Group where she heads their AI4Good efforts AI in crop growth, determining how algorithms can aid greenhouse operators achieve highest crop yields while minimizing the use of resources