Replying to myself so it can be downvoted separately, but in this mythical new AI gonna take our jobs world, who exactly is supposed to carry out the spikes req

Replying to myself so it can be downvoted separately, but in this mythical new AI gonna take our jobs world, who exactly is supposed to carry out the spikes required to know if technology X is a good fit for problem Y in company Z's culture? Vibe Kakfa into place and yolo?