"What does it take for a new technology to catch on in the labs?" Derek Lowe asks at In the Pipeline. First, he says that it has to actually be useful; secondly, it shouldn't be "useful but annoying." For that latter category, Lowe says that automation is often the driving factor, and that signs of failure include lack of automation or poorly designed automation.