Re: Sure, it'll beat outsourcers
That's the catch. A REAL "new guy" wouldn't know about "import csv" or what the csv's format is supposed to mean, or anything about "requests, logging, et al".
That's where the "AI" code generators are right now. Like I said, the problem stated in the article is something that would likely be given to school-age coders undertaking something like The Great Computer Challenge (which I did in high school), where coding teams are given like three hours to code solutions to problems given to them with no advance notice.
If the AI had been trained in the kind of activities you handle on a regular basis, it could probably be better able to interpret a request like, "The current version of our CSV parser is not capable of handling our current client's CSV file due to its extreme size (or some other reason). The system has limitations x, y, z, etc. Produce code that can perform the following: parse a CSV of arbitrarily large size (or other reason) within the limitations of the system, and produce a log that summarizes the CSV file's contents in sufficient detail to satisfy auditors." Or something of the like.