© Fraunhofer IESE
(DO NOT) TRUST IN ECOSYSTEMS
M. Sc. Emilia Cioroaica
Dr. Ing. Thomas Kuhn
Dr. Ing. Barbora Buhnova
{Emilia.Cioroaica, Thomas.Kuhn}@iese.fraunhofer.de,
buhnova@mail.muni.cz
© Fraunhofer IESE
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Products are forming
Digital Ecosystems
© Fraunhofer IESE
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Vehicles are forming
Automotive Smart
Ecosystems
© Fraunhofer IESE
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© Fraunhofer IESE
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Safeguard
Intelligence
Smart Agent
© Fraunhofer IESE
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Those system should not hurt
children!
© Fraunhofer IESE
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Predict Decisions
&
Decide Control
© Fraunhofer IESE
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Method
Sim
DT 21
Simulation
ECU
SW
Real World
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Challenges
■ Conformity between the smart agent and its digital twin
■ Creation of digital twins that accurately represent the behavior of the smart agent
■ Creation of holistic scenarios that accurately reflect the technical situation
encountered at runtime or anticipated in the near future
■ Addressing uncertainties of running the digital twin in a predictive simulation
■ The control algorithm under evaluation should not detect it is under evaluation
■ Deploy mechanisms that accurately compute the level of trust in a smart agent
© Fraunhofer IESE
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Challenges
■ Conformity between the smart agent and its digital twin
■ Creation of digital twins that accurately represent the behavior of the smart agent
■ Creation of holistic scenarios that accurately reflect the technical situation
encountered at runtime or anticipated in the near future
■ Addressing uncertainties of running the digital twin in a predictive simulation
■ The control algorithm under evaluation should not detect it is under
evaluation
■ Deploy mechanisms that accurately compute the level of trust in a smart
agent
© Fraunhofer IESE
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Trust AI