2 Garry Kasparov Stage2Turing v3 (opening keynote) · Kasparov.com 60 years of brute force...
Transcript of 2 Garry Kasparov Stage2Turing v3 (opening keynote) · Kasparov.com 60 years of brute force...
Kasparov.com
60 years of brute force algorithms, faster processors, and human chess knowledge.
4 hours of machine learning with zero human chess
knowledge.
K TypeA:Bruteforce,examineseverysinglepossibilitytofindthebest.
K TypeB:Human-like,selectivelyexaminesonlythemostpromisingoptionsbasedonapplied
humanknowledge.K TypeC:Machinelearninggeneratesown
knowledgeandcanimprovehumaninsight,notonlymakeaccuratedecisions.
Kasparov.com
Kasparov.com
Human-machinecollaborationinconvexoptimization
“Thehumansetstheframeworktosolve,
definesparametersandmethodtoreduce.Thenthemachinesolvesit.Onlyahumancan
determineiftheproblemisdefinedwell.”
—ProfMadeleineUdell
Kasparov.com
Bruteforcemachinesfollowhumaninstructions
Smartermachinespartnerwithexperts
usingsuperiorprocesses
OperatorsguidegroupsofAIalgorithms
ARTIFICIALAUGMENTEDINTELLIGENCE
Kasparov.comKasparov.com
• SMARTERTOOLS,LESSTRAINING•OPERATORSNOTEXPERTS
• JOBSEVOLVE&ADAPT•NEWCAREERS,INDUSTRIES