What are the main challenges facing autonomous vehicle technology today?

Instruction: Identify and briefly discuss three major challenges in the development or deployment of autonomous vehicles.

Context: This question probes the candidate's awareness and understanding of the current limitations and hurdles in the field of autonomous driving, encouraging them to think critically about solutions.

Updated

Example Answer

Key challenges include perception and prediction failures, uncertain rare events, physical control limits, software and hardware faults, and evidence for operation within a defined domain. Infrastructure, cybersecurity and deployment rules add constraints. I would frame safety as a structured evaluation and release process, rather than claim general human-level capability or reduce engineering to choosing victims in a crash. Operational authorization and liability depend on the actual deployment and jurisdiction.

Make it your own

Illustrative risk register: hazard, operating conditions, assumptions, mitigation, evidence and unresolved issue. Distinguish a tested domain expansion from a general claim that the vehicle handles unforeseen events.

Why this works

Broad challenge categories need specific evidence and accountable decisions. Safety assurance and legal conclusions require qualified specialists. Follow-up: which limitation should prevent expanding the operating domain?

Sources: NHTSA ADS safety guidance, NHTSA vehicle cybersecurity practices.

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