For safety reasons, self-driving cars on the road don't rely on ML as much as you may think. It's much better to run algorithms with provable guarantees rather than black-box neural nets on a multi-ton vehicle. When the judge asks your company if you did everything in your power to prevent the death at hand, it helps to point to decades-old well proven techniques, rather than band new unproven, untested, trends.
For safety reasons, self-driving cars on the road don't rely on ML as much as you may think. It's much better to run algorithms with provable guarantees rather than black-box neural nets on a multi-ton vehicle. When the judge asks your company if you did everything in your power to prevent the death at hand, it helps to point to decades-old well proven techniques, rather than band new unproven, untested, trends.