2 garry kasparov stage2turing v3 (opening keynote) · kasparov.com 60 years of brute force...
TRANSCRIPT
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
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• SMARTERTOOLS,LESSTRAINING•OPERATORSNOTEXPERTS
• JOBSEVOLVE&ADAPT•NEWCAREERS,INDUSTRIES