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WHITEPAPERS
Continuous Development and Safety Assurance Pipeline for ML-based Systems in the Railway Domain
This paper details the implementation of a Machine Learning Operations (MLOps) process for Automated Driving Systems (ADS) in the railway...
Danny Hito
Jan 2, 20251 min read
The Open Autonomy Safety Case Framework
This paper introduces the Open Autonomy Safety Case Framework (OASCF), a roadmap for the safe and responsible deployment of autonomous...
Danny Hito
Jan 1, 20251 min read
Defect-based Testing for Safety-critical ML Components
Self-driving cars have the potential to revolutionize transportation, but ensuring their safety is paramount. A key challenge lies in...
Danny Hito
Jan 1, 20251 min read
The SOTIF Meta Algorithm
Self-driving cars have the potential to revolutionize transportation, but ensuring their safety is paramount. A key challenge lies in...
Danny Hito
Jan 1, 20252 min read
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