SlideShare a Scribd company logo
1 of 15
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

More Related Content

What's hot

What's hot (8)

The Human Dimension of Industry 4.0
The Human Dimension of Industry 4.0The Human Dimension of Industry 4.0
The Human Dimension of Industry 4.0
 
Creativity: the human tool in the age of intelligent machines
Creativity: the human tool in the age of intelligent machines Creativity: the human tool in the age of intelligent machines
Creativity: the human tool in the age of intelligent machines
 
Another Presentation On the Future of Technology
Another Presentation On the Future of TechnologyAnother Presentation On the Future of Technology
Another Presentation On the Future of Technology
 
IoT: future that has already happened
IoT: future that has already happenedIoT: future that has already happened
IoT: future that has already happened
 
An Innovation Perspective
An Innovation PerspectiveAn Innovation Perspective
An Innovation Perspective
 
The Impacts of Artificial Intelligence
The Impacts of Artificial IntelligenceThe Impacts of Artificial Intelligence
The Impacts of Artificial Intelligence
 
Significant Changes in Digital Technology with ‘Manufacturing Innovation 3.0’...
Significant Changes in Digital Technology with ‘Manufacturing Innovation 3.0’...Significant Changes in Digital Technology with ‘Manufacturing Innovation 3.0’...
Significant Changes in Digital Technology with ‘Manufacturing Innovation 3.0’...
 
Digital Twins and New Business Models From Limits to Growth to Limitless Growth
Digital Twins and New Business Models From Limits to Growth to Limitless GrowthDigital Twins and New Business Models From Limits to Growth to Limitless Growth
Digital Twins and New Business Models From Limits to Growth to Limitless Growth
 

Similar to AI for Social Good

Spohrer Ntegra 20230324 v12.pptx
Spohrer Ntegra 20230324 v12.pptxSpohrer Ntegra 20230324 v12.pptx
Spohrer Ntegra 20230324 v12.pptx
ISSIP
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptx
ISSIP
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx

Similar to AI for Social Good (20)

Spohrer Ntegra 20230324 v12.pptx
Spohrer Ntegra 20230324 v12.pptxSpohrer Ntegra 20230324 v12.pptx
Spohrer Ntegra 20230324 v12.pptx
 
Ai morality-today-2018-web
Ai morality-today-2018-webAi morality-today-2018-web
Ai morality-today-2018-web
 
Digit Leaders 2023
Digit Leaders 2023 Digit Leaders 2023
Digit Leaders 2023
 
Pros and Cons Of AI.pptx
Pros and Cons Of AI.pptxPros and Cons Of AI.pptx
Pros and Cons Of AI.pptx
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
 
Future of ai 20180719 v9
Future of ai 20180719 v9Future of ai 20180719 v9
Future of ai 20180719 v9
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptx
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptx
 
S0-Stephen.pptx
S0-Stephen.pptxS0-Stephen.pptx
S0-Stephen.pptx
 
Ai presentation by niraj lunavat at ghrcem.pptx
Ai presentation by niraj lunavat at ghrcem.pptxAi presentation by niraj lunavat at ghrcem.pptx
Ai presentation by niraj lunavat at ghrcem.pptx
 
Now, Robot: Artificial Intelligence in 2017
Now, Robot: Artificial Intelligence in 2017Now, Robot: Artificial Intelligence in 2017
Now, Robot: Artificial Intelligence in 2017
 
5 ”WHYs” of the Cognitiva Era
5 ”WHYs” of the Cognitiva Era5 ”WHYs” of the Cognitiva Era
5 ”WHYs” of the Cognitiva Era
 
Future of ai 20190507 v7
Future of ai 20190507 v7Future of ai 20190507 v7
Future of ai 20190507 v7
 
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxNordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
 
New IBM - The 5 WHYs of the cognitve era
New IBM - The 5 WHYs of the cognitve eraNew IBM - The 5 WHYs of the cognitve era
New IBM - The 5 WHYs of the cognitve era
 
MIS in Asia: Opportunity to Lead
MIS in Asia: Opportunity to LeadMIS in Asia: Opportunity to Lead
MIS in Asia: Opportunity to Lead
 
Applied AI/ML in the Workplace - Geek Food for Thought
Applied AI/ML in the Workplace - Geek Food for ThoughtApplied AI/ML in the Workplace - Geek Food for Thought
Applied AI/ML in the Workplace - Geek Food for Thought
 
Mark Phillips: General Session
Mark Phillips: General SessionMark Phillips: General Session
Mark Phillips: General Session
 
Artificial Intelligence in Civil Engineering
Artificial Intelligence in Civil EngineeringArtificial Intelligence in Civil Engineering
Artificial Intelligence in Civil Engineering
 

Recently uploaded

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 
Decarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational PerformanceDecarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational Performance
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 

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