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Game Theory Can Make AI More Correct and Efficient

Game Theory Can Make AI More Correct and Efficient
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Athul paul jacobSteve nadisMassachusetts institute of technologyMassachusetts institute

Using ideas from game theory to improve the reliability of language models

Using ideas from game theory to improve the reliability of language models
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United statesBarack obamaAthul jacobAthul paul jacobGoogle research scientist ahmad beiramiArtificial intelligence laboratoryWorld wari europeConsensus gameLanguage model generationEquilibrium search

To build a better AI helper, start by modeling the irrational behavior of humans

MIT and other researchers developed a framework that models irrational or suboptimal behavior of a human or AI agent, based on their computational constraints. Their technique can help predict an agent’s future actions.

Jacob andreasAthul paul jacobAbhishek guptaNational science foundationUniversity of washingtonInternational conference on learning representationsArtificial intelligence laboratoryComputer scienceInternational conferenceComputing artificial intelligenceNational scienceJacob andreasArtificial intelligenceCollaborative intelligenceOdeling human behavior

Improving AI Helpers: Emulate Human Irrational Behavior

Improving AI Helpers: Emulate Human Irrational Behavior
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Abhishek guptaJacob andreasAthul paul jacobInternational conference on learning representationsArtificial intelligence laboratoryUniversity of washingtonNational science foundationComputer scienceInternational conferenceComputing artificial intelligenceNational science

Reasoning and reliability in AI

Reasoning and reliability in AI
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Nordrhein westfalenJacob andreasGregory wornellJulie shahGabriele farinaWei linRogerio ferisPrasanna sattigeriSoumya ghoshVictor butoiLeonid karlinskyMaohao shenAthul paul jacobJohn guttagGraz university of technologyWatson ai lab yikang shen