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ARTIFICIAL INTELLIGENCE
AND THE FUTURE OF TRUST
Stéphane BURA
Chief Product Officer
Weave.ai
AI With the Best 2016
stephane@weave.ai
@s_bura
@Weave_AI
WHAT’S NEXT?
WHAT’S NEXT?
EXTRINSIC QUALITIES OF TRUST
INTRINSIC MOTIVATIONS
(SELF DETERMINATION THEORY)
AI & TRUST
Mastery: Trust and Learning
Autonomy: Trust and Purpose
Relatedness: Trust and Others
AI & TRUST
Mastery: Trust and Learning
Autonomy: Trust and Interactivity
Relatedness: Trust and Others
MASTERY & TRUST
Accessibility & transparency
Consistency & persistence of knowledge
UI & UX
Cause & Effects
Experimentality
Safe
Understandability
<
If we were focused on making
everything easy to learn, rather
than easy to use, we would all be
riding tricycles.
- Douglas Engelbart
Constructionism
TURTLES ALL THE WAY DOWN
LOCAL INTERPRETABLE MODEL-AGNOSTIC EXPLANATIONS
MARCO TULIO, RIBEIROSAMEER, SINGHCARLOS GUESTRIN
AUTOMATED CAPTIONING
(GOOGLE & MICROSOFT)
DARPA’S XAI PROGRAM
DAVID GUNNING
DARPA’S XAI PROGRAM
DAVID GUNNING
AI & TRUST
Mastery: Trust and Learning
Autonomy: Trust and Purpose
Relatedness: Trust and Others
AUTONOMY & TRUST
Fairness
Designed to provide help & solutions
No punishment for lack of knowledge
Meaningfulness vs. Usefulness
Agency
THERE WILL BE CAKE
THERE WILL BE CAKE
“THERE’S AN APP FOR THAT”
HIGHER LEVEL OF PATTERN INTERACTION
Human-readable
Tweakable
Explorable
KNOWLEDGE GRAPH
DESSERT
SHOP
DIET
GIFT
FREQUENCY
HOME
DESSERT
SHOP
DIET
GIFT
FREQUENCY
HOME
USER AGENCY
DESSERT
SHOP
DIET
GIFT
FREQUENCY
HOME
THEORY OF MIND
INTERACTION & PARTNERSHIP
INTERACTION
The purpose-driven process through which
two actors improve their model of one
another.
AI & TRUST
Mastery: Trust and Learning
Autonomy: Trust and Purpose
Relatedness: Trust and Others
USER AGENCY
DESSERT
SHOP
DIET
GIFT
FREQUENCY
HOME
?
DIET
HOBBIES
…
DESSERT
SHOP
DIET
GIFT
FREQUENCY
HOME
?
?
PEER-TO-PEER TRUST NETWORKS
PERSONAL RECOMMENDATION AT SCALE
DOUGLAS ENGELBART’S
NETWORKED IMPROVEMENT COMMUNITIES
AI & TRUST
Mastery: Trust and Learning
Autonomy: Trust and Purpose
Relatedness: Trust and Others
THE NEAR FUTURE OF TRUST
AutonomyMastery
Relatedness
AutonomyMastery
Relatedness
~ 7% OF ALL YOUTUBE VIEWS
SECOND MOST SEARCHED TERM (AFTER «MUSIC»)
~ 1 TO 3 HOURS / DAY source: PwC 2015
Teens
THANK YOU
Stéphane BURA
Chief Product Officer
Weave.ai
AI With the Best 2016
stephane@weave.ai
@s_bura
@Weave_AI

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