Adversarial Challenges

Engineers must consider adversarial examples and potential biases when developing models, as these factors can significantly impact safety and performance. Utilizing simulation and testing techniques, such as hardware-in-the-loop, helps anticipate and mitigate risks associated with edge cases. By proactively addressing these challenges, teams can enhance the robustness of their systems and ensure more reliable outcomes.