Humans and AI - A Centaur Approach Vishaal Hariprasad CTO ...Mar 20, 2019 · Vishaal Hariprasad --...
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1 1 AI – friend or foe for insurance businesses? Humans and AI - A Centaur Approach Vishaal Hariprasad CTO, Arceo.ai 20 March 2019
Transcript of Humans and AI - A Centaur Approach Vishaal Hariprasad CTO ...Mar 20, 2019 · Vishaal Hariprasad --...
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AI – friend or foe for insurance businesses?
Humans and AI - A Centaur Approach
Vishaal Hariprasad
CTO, Arceo.ai20 March 2019
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AI Magic?
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AI Primer
Source: https://software.intel.com/en-us/articles/how-to-get-started-as-a-developer-in-ai
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Chess Grandmaster - Garry Kasparov
Source: https://rarehistoricalphotos.com/kasparov-deep-blue-1997/
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Human vs Machine - 90’s
February 1996: Kasparov 4 - 2 Deep Blue
May 1997: Kasparov 2.5 - 3.5 Deep Blue
Source: http://web.mit.edu/6.034/wwwbob/kasparov-article.pdf
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Human Intelligence Perspective
Source: https://towardsdatascience.com/what-a-i-isnt-27bb8106d877
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Human vs Machine - 2016
March 2016: Lee Sedol 1 - 4 AlphaGo Source: https://mashable.com/2016/03/10/google-ai-goes-2-0-vs-human/?europe=true
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Learning to Learn (MCTS)
October 2017: AlphaGo 0 - 100 AlphaGo ZeroSource: https://hackernoon.com/the-3-tricks-that-made-alphago-zero-work-f3d47b6686ef
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Alpha Zero
Source: https://towardsdatascience.com/what-a-i-isnt-27bb8106d877
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DARPA Cyber Grand Challenge
Source: https://www.darpa.mil/program/cyber-grand-challenge
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DARPA Cyber Grand Challenge Live Scoring
Source: https://www.darpa.mil/ddm_gallery/Scoreboard%20Round%2095.png
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2016 DEF CON Capture the Flag Results
Source: https://blog.legitbs.net/2016/09/2016-def-con-ctf-final-scores.html
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AI – friend or foe for insurance businesses?
Source: https://software.intel.com/en-us/articles/how-to-get-started-as-a-developer-in-ai
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Centaur Theory - Human/Machine Teaming
“...a bigger deal was in 2005. Two amateur chess players
using three PCs, won a chess tournament, against a field of
supercomputers and grandmasters.”--Bob Work, Deputy U.S. Secretary of Defense
Source: https://breakingdefense.com/2015/11/centaur-army-bob-work-robotics-the-third-offset-strategy/
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“weak human + machine + better process
was superior to
strong human + machine + inferior process”
Kasparov’s Observation
Source: http://web.mit.edu/6.034/wwwbob/kasparov-article.pdf
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AI – friend or foe for insurance businesses?
Vishaal Hariprasad -- [email protected]
CTO, Arceo.ai20 March 2019
