![Page 1: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/1.jpg)
Getting to Know Our Digital Assistants
Getting to Know Our Digital AssistantsLarge data from chess hints what to expect and how to
prosper
Kenneth W. Regan1
University at Buffalo (SUNY)
TEDxBuffalo, 14 October, 2014
1Includes joint work with Guy Haworth Giuseppe DiFatta, Bartlomiej Macieja,Tamal Biswas, and Jason Zhou. Websites: http://www.cse.buffalo.edu/∼regan/http://www.cse.buffalo.edu/∼regan/chess/fidelity/
![Page 2: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/2.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...Cortana came from the game Halo.
![Page 3: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/3.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...Cortana came from the game Halo.
![Page 4: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/4.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...Cortana came from the game Halo.
![Page 5: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/5.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...
Cortana came from the game Halo.
![Page 6: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/6.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...Cortana came from the game Halo.
![Page 7: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/7.jpg)
Getting to Know Our Digital Assistants
Personal Digital Assistants
Software Agents, many with Personas...
GPS voices, Apple Siri, IBM Watson
Google Now, SILVIA (platform), Microsoft Cortana
Online Gaming Personas...Cortana came from the game Halo.
![Page 8: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/8.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of informationEvaluate optionsWrite recommendationsGuide our Decision Making
![Page 9: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/9.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of information
Evaluate optionsWrite recommendationsGuide our Decision Making
![Page 10: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/10.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of informationEvaluate options
Write recommendationsGuide our Decision Making
![Page 11: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/11.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of informationEvaluate optionsWrite recommendations
Guide our Decision Making
![Page 12: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/12.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of informationEvaluate optionsWrite recommendationsGuide our Decision Making
![Page 13: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/13.jpg)
Getting to Know Our Digital Assistants
Cognitive Agents
Read lots of informationEvaluate optionsWrite recommendationsGuide our Decision Making
![Page 14: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/14.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...
drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 15: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/15.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 16: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/16.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 17: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/17.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 18: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/18.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance:
Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 19: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/19.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash,
Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 20: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/20.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 21: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/21.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 22: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/22.jpg)
Getting to Know Our Digital Assistants
Autonomy, Folly, and Partnership?
We may empower agents to act autonomously...drive a harderbargain...
...even walk away when we might not.
Automated Trading
Folly of Over-Reliance: Flash Crash, Flash Floods
(Photo from story on partnership using GPS to warn of disasters.)
![Page 23: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/23.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 24: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/24.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 25: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/25.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 26: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/26.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 27: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/27.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 28: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/28.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 29: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/29.jpg)
Getting to Know Our Digital Assistants
Cheating With Computers at Chess
Would have been laughed at in 1970s.
Not in 1980s: several programs achieved Master rating.
1997: World champ Garry Kasparov lost to IBM supercomputer.
2006: World champ Vladimir Kramnik lost to a home PC.
2010s: Your I-Pad, your smartphone, even Siri...
A Big Problem
![Page 30: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/30.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”
would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 31: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/31.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 32: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/32.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . .
using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 33: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/33.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 34: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/34.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With
(actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 35: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/35.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With
(actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 36: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/36.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 37: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/37.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 38: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/38.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M Games
Over 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 39: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/39.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M Moves
Over 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 40: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/40.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 41: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/41.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .
and computer chess.
![Page 42: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/42.jpg)
Getting to Know Our Digital Assistants
Testing Cheating With Style
Not just “you played too well...”would be like, “You biked too fast.”
Look for “Deep Patterns” . . . using chess programs...
Fight Fire With (actually, )
And With Pretty Big Data:
1/2 × 1M GamesOver 3 × 10M MovesOver 100M Pages of Data
Have analyzed almost entire history of top-level human chess. . .and computer chess.
![Page 43: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/43.jpg)
Getting to Know Our Digital Assistants
Test to Chess to Test...
![Page 44: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/44.jpg)
Getting to Know Our Digital Assistants
2006 World Champ. “Toiletgate” Scandal
Veselin Topalov (right) accused Vladimir Kramnik of getting movesduring the games via computer cable to his toilet.(photo source: NY Times, 2006)
![Page 45: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/45.jpg)
Getting to Know Our Digital Assistants
Statistical “Evidence” Cited
How to evaluate this kind of accusation?
![Page 46: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/46.jpg)
Getting to Know Our Digital Assistants
Statistical “Evidence” Cited
How to evaluate this kind of accusation?
![Page 47: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/47.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 48: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/48.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....
only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 49: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/49.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 50: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/50.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 51: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/51.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 52: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/52.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 53: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/53.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . .
last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 54: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/54.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . .
I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 55: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/55.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set to
announce my findings and denounce the accusation, BUT. . .
![Page 56: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/56.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings
and denounce the accusation, BUT. . .
![Page 57: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/57.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation,
BUT. . .
![Page 58: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/58.jpg)
Getting to Know Our Digital Assistants
Degrees of Freedom
Kramnik did match high—in Game 2—BUT...
Topalov had forced his hand....only one real option per move.
Main Qualitative Princple:
When there is only one way to stay afloat or stay ahead,chances are a good player and a computer will both find it.
Do computer players “force”?
Oct. 12, 2006. . . last match day Fri. the 13th. . . I was all set toannounce my findings and denounce the accusation, BUT. . .
![Page 59: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/59.jpg)
The 2006 Buffalo October Storm
![Page 60: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/60.jpg)
The 2006 Buffalo October Storm
![Page 61: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/61.jpg)
The 2006 Buffalo October Storm
![Page 62: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/62.jpg)
The 2006 Buffalo October Storm
![Page 63: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/63.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 64: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/64.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 65: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/65.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 66: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/66.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 67: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/67.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 68: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/68.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 69: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/69.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 70: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/70.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 71: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/71.jpg)
Between Storms
Kramnik won anyway; by time power back, “that ship had sailed.”
Gave lots of time to make work quantitative, deeper...
And research Human Cognition, not just Cheating.
Mid 2007 thru end 2010, no real cases...
Jan. 2011: case with top-100 player (games in 2010).
2012: some more cases...
2013: more and more cases...
Since June 2013 I am on a joint committee of FIDE and theAssociation of Chess Professionals on all aspects of cheating.
How is it possible to cheat at chess, anyway?
![Page 72: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/72.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 73: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/73.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 74: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/74.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)
Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 75: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/75.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.
Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 76: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/76.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.
Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 77: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/77.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 78: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/78.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 79: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/79.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...
Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 80: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/80.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud Detection
Predictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 81: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/81.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
![Page 82: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/82.jpg)
Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
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Getting to Know Our Digital Assistants
Cheating Aside, What Can We Learn?
1 Skill Assessment
“Intrinsic Performance Rating” (IPR)Not part of the cheating test.Based just on quality of your moves, not results of games.Opponent’s performance not involved.
2 Prediction
Risk Assessment...Fraud DetectionPredictive Analytics
3 Natural Human Tendencies
4 Natural Inhuman Tendencies...
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Win % Expectation Curve
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And When You’re Higher Rated
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Would You Like it to be Your Move?
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Effect Absent in Computer Play
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Managing a Time Budget
![Page 89: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/89.jpg)
Minding Nickels and Dimes
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Are We Psychological or Rational?
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Some Evidence for Psychological
Minima stay at 0.
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Degrees of Forcing Play
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Add Human-Computer Tandems
Evidently the humans called the shots. How was the quality?
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Add Human-Computer Tandems
Evidently the humans called the shots. How was the quality?
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2007–08 Freestyle Performance
Adding 210 Elo was significant. Forcing but good teamwork.
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2014 Freestyle Tournament Performance
2014: tandems marginally better W-L, but quality not clear...
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Add Topalov Forcing Kramnik
Last bar goes way off the chart
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Like “Spock” to our “Kirk”
”It is logical to cultivate multiple options.”(photo sources: The Telegraph, it.wikipedia; lic. re-use/modify)
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Like “Spock” to our “Kirk”
”It is logical to cultivate multiple options.”(photo sources: The Telegraph, it.wikipedia; lic. re-use/modify)
![Page 100: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/100.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 101: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/101.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 102: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/102.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . .
and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 103: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/103.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 104: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/104.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . .
Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 105: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/105.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . .
Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 106: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/106.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 107: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/107.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute.
(2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 108: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/108.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 109: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/109.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 110: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/110.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .
![Page 111: Getting to Know Our Digital Assistantsregan/Talks/KWRTEDxTalk.pdfGetting to Know Our Digital Assistants Getting to Know Our Digital Assistants Large data from chess hints what to expect](https://reader030.vdocument.in/reader030/viewer/2022040620/5f336ef3eebfcf6c527f8bc0/html5/thumbnails/111.jpg)
Getting to Know Our Digital Assistants
Summary For Us and PDAs
1 PDAs pick up every little difference: “Forest and Trees”
2 We should avoid overconfidence. . . and take counsel when “down.”
3 Look before we Leap. . . Don’t rush in. . . Measure risks.
4 Even at a purely calculational pursuit like chess, our brains stillcontribute. (2014: maybe)
5 Main takeaway:
It should be natural to program PDAs so theyenhance our freedom rather than constrain it.
This could be the beginning of a beautiful relationship. . .