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The british computer scientist stuart russell, a pioneer in al, has used the metaphor, ai, has used the metaphor, saying before it is like assault engineers are really good at making asphalt and they trust us that we know where to put the paving, we know where to lay the asphalt. just trust us, we will make good choices. i think the moment we are in now as people are starting to say, wait a second, what about guard rails, about road markings, what about construction of all of those drivers? this metaphor is completely apt for al. we are leaving the era of being able to leave companies to self regulate, and we are coming into a moment where we know we need the work of academia, to help train talent and raise the important and vital questions that keep innovation alive, we need government to help step up and do thejob of ....