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Presentation © 2019 The Transformation Society
@TransformSoc
@RayGallon
ray@transformationsociety.net
21st century
information:
Ethical challenges
Ray Gallon
https://technologyandsociety.org/wp-content/uploads/milleropen-1024x577.jpg
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
The Moral Machine
Developed by
researchers at MIT to
test possible decision
scenarios for
autonomous vehicles
Mostly binary choices
such as:
Large group or small
Older vs. younger
people
Man vs. woman
Pregnant woman or not
Human vs. animal
Should the car
kill the
pedestrian(s)
or the
passenger(s) of
the vehicle?
THE WRONG QUESTION!
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
The Real Moral Question
A human would try to avoid killing anyone.
The car should do the same. Even so,
sometimes people will die.
If it can’t do that better than humans,
autonomous vehicles should not be
allowed on the streets
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Technical Data Cloud
Driverless cars
Auto companies’ own insurance
Government
Regulation ?
What part of the
ethics question
should we
communicate to
owners of
autonomous
vehicles?
What should the self-driving car do?
A Complex Series
of Interactions
What should the information offer be?
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Technical Data Cloud
Medical Prescription
?
Are we ready to
accept a death if the
doctor isn’t human?
Would you accept
an AI Entity for
Health Care?
What information
should we give
patients before
an operation
performed by a
robot?
Government
Regulation
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Issues Around COVID-19 Information
Constantly changing “facts”:
It’s like a mild flu / a quick, nasty killer
Wearing masks is useless / indispensable
Masks protect the wearer / others
Mostly old folks get the serious version
Mostly younger folks get the serious
version
If you’re asymptomatic you have / don’t
have immunity
Kids are infected / not infected and not
contagious / contagious
Communicated by droplet / airborne
hydroxychloroquine…
There is / is not immunity…
Nobody willing to say “we don’t
know” or “this is what we know
now.”
Lack of trust in Institutions
Confusion of messaging
Inability to update quickly
Political and economic implications
of measures not dealt with until late
Too much “communication
management” not enough
information management
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Cognitive Bias
AI algorithms use statistical data to
distinguish objects.
How it goes about doing this is a
mystery, even to the algorithm’s
designers.
https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.png
AI algorithm used snow as
a characteristic of a wolf
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Cognitive Bias
AI algorithms use statistical data to
distinguish objects.
How it goes about doing this is a
mystery, even to the algorithm’s
designers.
Facial recognition programmes work
similarly using biometric data.
Can they actually know who you are, or
what something really is?
https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.png
http://www.dynotech.com/articles/images/facialrecognition.jpg
AI algorithm used snow as
a characteristic of a wolf
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Qualia
Philosophical concept of individual instances of subjective, conscious experience,
e.g. “what it is like to taste a specific apple, this particular apple now.”
Four properties that are commonly ascribed to qualia (per Frank Jackson):
Ineffable; that is, they cannot be communicated, or apprehended by any means other than
direct experience.
Intrinsic; that is, they are non-relational properties, which do not change depending on the
experience's relation to other things.
Private; that is, all interpersonal comparisons of qualia are systematically impossible.
Directly or immediately apprehensible in consciousness; that is, to experience a quale is to
know one experiences a quale, and to know all there is to know about that quale.
Source: Wikipedia
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
AI can identify their
quintessential “dogginess”
https://4my3boyz.com/content/images/thumbs/0014388_dog-breeds-husky-corgie-collie-maltese-schnauzer-bulldog-cotton-fabric_500.jpeg
It can even identify this
particular dog:
But it can never tell you what
makes this particular dog
special for you!
QUALIA!
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Cognitive Bias
AI algorithms use statistical data to
distinguish objects.
How it goes about doing this is a
mystery, even to the algorithm’s
designers.
https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.pnghttps://media.glassdoor.com/l/5a/d5/6f/9d/our-awesome-software-engineering-team-in-amsterdam-good-times.jpg
If you used statistical data to train
an AI human resources app, how
many women would be hired as
coders?
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
The Cognitive Bias Codex
Wikipedia lists 193 cognitive
biases, grouped by types:
Decision-making, belief,
and behavioral biases
Social biases
Memory errors and biases
https://en.wikipedia.org/wiki/Cognitive_bias
https://en.wikipedia.org/wiki/List_of_cognitive_biases
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Source: Rahel Anne Bailie
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Real World Practice Questions
Statistics show that most
aviation accidents are
caused by pilot error
Most experts agree that
autopilots fly planes better
and safer than humans
Are you prepared to board a
pilotless plane?
The same experts
agree, no AI would
have made this
decision
https://storage.googleapis.com/stateless-newsinflight-com/2019/07/6bc4012d-lim_planecrash01_15_mezzn_448x336.jpg
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
IF PILOTS DON’T GET TO PRACTICE FLYING PLANES,
HOW WILL THEY EVER BE ABLE TO KNOW HOW TO
LAND ON THE RIVER?
ARE SIMULATORS GOOD ENOUGH? AND WHY SHOULD
THE PILOTS CARE WHEN INCIDENTS WILL BE SO RARE?
The Moral Dilemma
https://storage.googleapis.com/stateless-newsinflight-com/2019/07/6bc4012d-lim_planecrash01_15_mezzn_448x336.jpg
@RayGallon	
@TransformSoc
Presentation © 2018-2019 The Transformation Society
http://thevitruviandvc.github.io/IMAGES/
Musa_Article2_Homepagepic.jpg
http://media.tractorsupply.com/is/image/TractorSupplyCompany/going_wireless_1?$360$
Input
Process undetectable,
code unreadable
by humans
Our Users’ World…
OutputContextualized	
Decisional	
Content
Channels
Needed contextual information:	
Someone	in	the	field?	
Wind	conditions?	
Rain?	
Obstacles?
What if someone gets sprayed?
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
What if someone gets sprayed?
TRACEABILITY
READABILITY
RESPONSIBILITY
ACCOUNTABILITY
LIABILITY
Legal and Social
Consequences
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Images:	MK	Feeney	via	Flickr	/	http://tchintcha.com/wp-content/uploads/2013/11/tokyo-by-night-shibuya2-1764x700.jpg
It’s an Increasingly Complex World
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
HTM: Hierarchical Temporal Memory
Jeffrey Hawkins, Numenta
Open source: github.com/numenta
https://i1.wp.com/kaustabpal.com/wp-content/uploads/2017/06/htm-model1.jpg?resize=500%2C449
https://image.slidesharecdn.com/jeffhawkins20171103htmmeetupsf-171106185655/95/numenta-brain-theory-discoveries-of-20162017-by-jeff-hawkins-7-638.jpg?cb=1509997072
Process of Generalization
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Intuition Machine
Carlos E. Perez
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
‘Wicked’ Problems
Problems	that	are	difficult	or	impossible	to	solve	because	of	
incomplete,	contradictory,	and	changing	requirements	that	are	often	
difficult	to	recognize.		
In	addition,	complex	interdependencies	make	it	so	that	the	effort	to	
solve	one	aspect	of	a	wicked	problem	may	reveal	or	create	other	
problems.
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
‘Wicked’ Problems
Problems	that	are	difficult	or	impossible	to	solve	because	of	
incomplete,	contradictory,	and	changing	requirements	that	are	often	
difficult	to	recognize.		
In	addition,	complex	interdependencies	make	it	so	that	the	effort	to	
solve	one	aspect	of	a	wicked	problem	may	reveal	or	create	other	
problems.
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
http://www.dw.de/image/0,,15993463_303,00.jpg
From invisible to unknown…?
Will this symbol be recognizablein the 10th millenium?
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Emerging from Chaos
Complex problems are entanglements of
many simple threads. They can seem
chaotic.
Order emerges from chaos in its own way.
This might not necessarily be positive.
Our job is to reiteratively help users find
positive, constructive emergences from
complexity.
Our primary tool for doing this is a
combination of psychology, linguistics,
and socio-anthropology…
We don’t “solve” wicked problems!
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Actions for Ethics
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
European Union Actions
http://www.europarl.europa.eu/sides/getDoc.do?pubRef=-//EP//NONSGML+TA+P8-TA-2017-0051+0+DOC+PDF+V0//EN
Ethics
Status as a Person
Responsibility
European Parliament Resolution on Robotics (2017)
https://ai.bsa.org/wp-content/uploads/2019/09/AIHLEG_EthicsGuidelinesforTrustworthyAI-ENpdf.pdf
European Commission (2019)
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Technology Ethics
A field of study that seeks to
understand and resolve ethical
issues surrounding the
development and practical
application of mechanical and
electronic technology.
Focuses on subjects such as:
The relationship between technology
and human values and well-being,
The condition in which technological
advances occur
The social repercussions for
technological advancements. Source: Margaret Rousse, TechTarget
https://searchcio.techtarget.com/definition/Technology-Ethics
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Asilomar AI Code of Ethics – Key Points
Highly autonomous AI systems should be
designed so that their goals and behaviours can
be assured to align with human values throughout
their operation.
AI systems should be designed and operated so as
to be compatible with ideals of human dignity,
rights, freedoms, and cultural diversity.
The power conferred by control of highly
advanced AI systems should respect and improve,
rather than subvert, the social and civic processes
on which the health of society depends.
Founders:
Jaan Tallinn - Skype
Co-founder
Max Tegmark - Cosmologist,
Massachusetts Institute of
Technology
Viktoriya Krakovna - Research
Scientist, DeepMind
Anthony Aguirre - Physicist,
University of California, Santa
Cruz
Meia Chita-Tegmark -
Psychologist, Tufts University
To date, the Principles have been signed by
1583 AI/Robotics researchers and 3447 others
https://futureoflife.org/ai-principles/
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
Are we Ready to Interact in a Hybrid Human-Machine Society?
https://i.pinimg.com/564x/39/21/d8/3921d818838f1644d48b66e2a5813137.jpg
What does it
mean to be
human, when
machines
understand
human
emotions?
@RayGallon	
@TransformSoc Presentation © 2019 The Transformation Society
If Artificial Intelligence cannot help us solve human problems,
it will become another world problem.
https://www.bostonglobe.com/opinion/2015/09/10/thomas-piketty-migrants-crisis-europe-must-follow-germany-lead/Fyvj5pCy02tDBpDZd53ZGO/story.html
Thanks for your attention!
More Information:
http://transformationsociety.net
ray@transformationsociety.net
@RayGallon	
@TransformSoc
Presentation © 2019 The Transformation Society

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21st Century Information: Ethical challenges

  • 1. Presentation © 2019 The Transformation Society @TransformSoc @RayGallon ray@transformationsociety.net 21st century information: Ethical challenges Ray Gallon https://technologyandsociety.org/wp-content/uploads/milleropen-1024x577.jpg
  • 2. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society The Moral Machine Developed by researchers at MIT to test possible decision scenarios for autonomous vehicles Mostly binary choices such as: Large group or small Older vs. younger people Man vs. woman Pregnant woman or not Human vs. animal Should the car kill the pedestrian(s) or the passenger(s) of the vehicle? THE WRONG QUESTION!
  • 3. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society The Real Moral Question A human would try to avoid killing anyone. The car should do the same. Even so, sometimes people will die. If it can’t do that better than humans, autonomous vehicles should not be allowed on the streets
  • 4. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Technical Data Cloud Driverless cars Auto companies’ own insurance Government Regulation ? What part of the ethics question should we communicate to owners of autonomous vehicles? What should the self-driving car do? A Complex Series of Interactions What should the information offer be?
  • 5. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Technical Data Cloud Medical Prescription ? Are we ready to accept a death if the doctor isn’t human? Would you accept an AI Entity for Health Care? What information should we give patients before an operation performed by a robot? Government Regulation
  • 6. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Issues Around COVID-19 Information Constantly changing “facts”: It’s like a mild flu / a quick, nasty killer Wearing masks is useless / indispensable Masks protect the wearer / others Mostly old folks get the serious version Mostly younger folks get the serious version If you’re asymptomatic you have / don’t have immunity Kids are infected / not infected and not contagious / contagious Communicated by droplet / airborne hydroxychloroquine… There is / is not immunity… Nobody willing to say “we don’t know” or “this is what we know now.” Lack of trust in Institutions Confusion of messaging Inability to update quickly Political and economic implications of measures not dealt with until late Too much “communication management” not enough information management
  • 7. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Cognitive Bias AI algorithms use statistical data to distinguish objects. How it goes about doing this is a mystery, even to the algorithm’s designers. https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.png AI algorithm used snow as a characteristic of a wolf
  • 8. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Cognitive Bias AI algorithms use statistical data to distinguish objects. How it goes about doing this is a mystery, even to the algorithm’s designers. Facial recognition programmes work similarly using biometric data. Can they actually know who you are, or what something really is? https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.png http://www.dynotech.com/articles/images/facialrecognition.jpg AI algorithm used snow as a characteristic of a wolf
  • 9. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Qualia Philosophical concept of individual instances of subjective, conscious experience, e.g. “what it is like to taste a specific apple, this particular apple now.” Four properties that are commonly ascribed to qualia (per Frank Jackson): Ineffable; that is, they cannot be communicated, or apprehended by any means other than direct experience. Intrinsic; that is, they are non-relational properties, which do not change depending on the experience's relation to other things. Private; that is, all interpersonal comparisons of qualia are systematically impossible. Directly or immediately apprehensible in consciousness; that is, to experience a quale is to know one experiences a quale, and to know all there is to know about that quale. Source: Wikipedia
  • 10. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society AI can identify their quintessential “dogginess” https://4my3boyz.com/content/images/thumbs/0014388_dog-breeds-husky-corgie-collie-maltese-schnauzer-bulldog-cotton-fabric_500.jpeg It can even identify this particular dog: But it can never tell you what makes this particular dog special for you! QUALIA!
  • 11. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Cognitive Bias AI algorithms use statistical data to distinguish objects. How it goes about doing this is a mystery, even to the algorithm’s designers. https://miro.medium.com/max/662/1*WuEbe8IJuxYR8x3tzGq_YA.pnghttps://media.glassdoor.com/l/5a/d5/6f/9d/our-awesome-software-engineering-team-in-amsterdam-good-times.jpg If you used statistical data to train an AI human resources app, how many women would be hired as coders?
  • 12. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society The Cognitive Bias Codex Wikipedia lists 193 cognitive biases, grouped by types: Decision-making, belief, and behavioral biases Social biases Memory errors and biases https://en.wikipedia.org/wiki/Cognitive_bias https://en.wikipedia.org/wiki/List_of_cognitive_biases
  • 13. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Source: Rahel Anne Bailie
  • 14. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Real World Practice Questions Statistics show that most aviation accidents are caused by pilot error Most experts agree that autopilots fly planes better and safer than humans Are you prepared to board a pilotless plane? The same experts agree, no AI would have made this decision https://storage.googleapis.com/stateless-newsinflight-com/2019/07/6bc4012d-lim_planecrash01_15_mezzn_448x336.jpg
  • 15. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society IF PILOTS DON’T GET TO PRACTICE FLYING PLANES, HOW WILL THEY EVER BE ABLE TO KNOW HOW TO LAND ON THE RIVER? ARE SIMULATORS GOOD ENOUGH? AND WHY SHOULD THE PILOTS CARE WHEN INCIDENTS WILL BE SO RARE? The Moral Dilemma https://storage.googleapis.com/stateless-newsinflight-com/2019/07/6bc4012d-lim_planecrash01_15_mezzn_448x336.jpg
  • 16. @RayGallon @TransformSoc Presentation © 2018-2019 The Transformation Society http://thevitruviandvc.github.io/IMAGES/ Musa_Article2_Homepagepic.jpg http://media.tractorsupply.com/is/image/TractorSupplyCompany/going_wireless_1?$360$ Input Process undetectable, code unreadable by humans Our Users’ World… OutputContextualized Decisional Content Channels Needed contextual information: Someone in the field? Wind conditions? Rain? Obstacles? What if someone gets sprayed?
  • 17. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society What if someone gets sprayed? TRACEABILITY READABILITY RESPONSIBILITY ACCOUNTABILITY LIABILITY Legal and Social Consequences
  • 18. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Images: MK Feeney via Flickr / http://tchintcha.com/wp-content/uploads/2013/11/tokyo-by-night-shibuya2-1764x700.jpg It’s an Increasingly Complex World
  • 19. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society HTM: Hierarchical Temporal Memory Jeffrey Hawkins, Numenta Open source: github.com/numenta https://i1.wp.com/kaustabpal.com/wp-content/uploads/2017/06/htm-model1.jpg?resize=500%2C449 https://image.slidesharecdn.com/jeffhawkins20171103htmmeetupsf-171106185655/95/numenta-brain-theory-discoveries-of-20162017-by-jeff-hawkins-7-638.jpg?cb=1509997072 Process of Generalization
  • 20. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Intuition Machine Carlos E. Perez
  • 21. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society ‘Wicked’ Problems Problems that are difficult or impossible to solve because of incomplete, contradictory, and changing requirements that are often difficult to recognize. In addition, complex interdependencies make it so that the effort to solve one aspect of a wicked problem may reveal or create other problems.
  • 22. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society ‘Wicked’ Problems Problems that are difficult or impossible to solve because of incomplete, contradictory, and changing requirements that are often difficult to recognize. In addition, complex interdependencies make it so that the effort to solve one aspect of a wicked problem may reveal or create other problems.
  • 23. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society http://www.dw.de/image/0,,15993463_303,00.jpg From invisible to unknown…? Will this symbol be recognizablein the 10th millenium?
  • 24. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Emerging from Chaos Complex problems are entanglements of many simple threads. They can seem chaotic. Order emerges from chaos in its own way. This might not necessarily be positive. Our job is to reiteratively help users find positive, constructive emergences from complexity. Our primary tool for doing this is a combination of psychology, linguistics, and socio-anthropology… We don’t “solve” wicked problems!
  • 25. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Actions for Ethics
  • 26. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society European Union Actions http://www.europarl.europa.eu/sides/getDoc.do?pubRef=-//EP//NONSGML+TA+P8-TA-2017-0051+0+DOC+PDF+V0//EN Ethics Status as a Person Responsibility European Parliament Resolution on Robotics (2017) https://ai.bsa.org/wp-content/uploads/2019/09/AIHLEG_EthicsGuidelinesforTrustworthyAI-ENpdf.pdf European Commission (2019)
  • 27. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Technology Ethics A field of study that seeks to understand and resolve ethical issues surrounding the development and practical application of mechanical and electronic technology. Focuses on subjects such as: The relationship between technology and human values and well-being, The condition in which technological advances occur The social repercussions for technological advancements. Source: Margaret Rousse, TechTarget https://searchcio.techtarget.com/definition/Technology-Ethics
  • 28. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Asilomar AI Code of Ethics – Key Points Highly autonomous AI systems should be designed so that their goals and behaviours can be assured to align with human values throughout their operation. AI systems should be designed and operated so as to be compatible with ideals of human dignity, rights, freedoms, and cultural diversity. The power conferred by control of highly advanced AI systems should respect and improve, rather than subvert, the social and civic processes on which the health of society depends. Founders: Jaan Tallinn - Skype Co-founder Max Tegmark - Cosmologist, Massachusetts Institute of Technology Viktoriya Krakovna - Research Scientist, DeepMind Anthony Aguirre - Physicist, University of California, Santa Cruz Meia Chita-Tegmark - Psychologist, Tufts University To date, the Principles have been signed by 1583 AI/Robotics researchers and 3447 others https://futureoflife.org/ai-principles/
  • 29. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society Are we Ready to Interact in a Hybrid Human-Machine Society? https://i.pinimg.com/564x/39/21/d8/3921d818838f1644d48b66e2a5813137.jpg What does it mean to be human, when machines understand human emotions?
  • 30. @RayGallon @TransformSoc Presentation © 2019 The Transformation Society If Artificial Intelligence cannot help us solve human problems, it will become another world problem. https://www.bostonglobe.com/opinion/2015/09/10/thomas-piketty-migrants-crisis-europe-must-follow-germany-lead/Fyvj5pCy02tDBpDZd53ZGO/story.html
  • 31. Thanks for your attention! More Information: http://transformationsociety.net ray@transformationsociety.net @RayGallon @TransformSoc Presentation © 2019 The Transformation Society