4 | AI Café: How can real-world data be integrated into the testing scenarios to enhance safety validation?

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4 | AI Café

Wednesday, July 02

11:00 AM - 03:00 PM

Live in San Francisco

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Which data sources (e.g., traffic patterns, accident reports, weather data) are most critical for realistic testing?
How can machine learning and AI be leveraged to identify and create relevant testing scenarios from this data?
How to ensure data privacy and security when integrating real-world data into testing scenarios?
What is the optimal mix of simulated and real-world data to ensure robust testing?
How can ethical implications of using real-world data be addressed, especially in terms of bias and representativeness?

Safe Artificial Intelligence

Simulation platforms, Software, Tools

Testing, Verification & Validation

Workshop

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Co-hosted with

Auto.AI USA 2025 is part of the Smart Mobility Hub Event Series. You can find more events here.

Date

June 29 – July 01, 2025

Location

Hyatt Regency San Francisco Downtown Soma

50 3rd Street

94103 San Francisco

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