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by mikejb 1837 days ago
I have my doubts about V2V and I2V communications. They'd simplify the task for automated systems, but come with a rat tail of problems.

I2V is incredibly hard to scale, and is a duplicated implementation of a pre-existing system (road markings & signs). Any system with duplicated implementations will grow inconsistencies. In those situations, the automated driver will be driving based on a differently perceived environment than the human driver - and it'll be hard to know. The automated system would also need to read lane markings & signs to recognize these inconsistencies and act accordingly, at which point the I2V communication is just a crutch to help the automated vehicle, reducing it's utility and hence the cost-value ratio (which is already insanely high).

V2V communication is unreliable by the fact that older vehicles won't support it, so automated vehicles won't be able to communicate with some (initially: most) cars. They'll need to be able to drive safely without communicating with nearby vehicles, so V2V is again just a "bonus" system a vehicle must not rely on.

Automated drivers will be safer than human drivers with time. It's an incredibly hard problem to solve, but it will be solved. Technology is improving continuously, and different companies are trying different approaches to solve the problem - which makes me optimistic in terms of automated drivers. Becoming safer than human drivers is mostly a matter of being able to drive with an automated system based on infrastructure optimized for humans. Sources of accidents will shift: From driver impairment, distraction and ignorance of rules, to misinterpretation of the environment. Additionally, and I think this is the key: If an accident happens, at best the involved human drivers improve their reaction to the specific situation. Automated drivers can share this new knowledge across the entire fleet.