Slightly off-topic but related: currently I'm in a research environment (biomedicine) where a lot of AI is used. Sometimes well, often poorly. So as an exercise I drafted some rules and commitments about AI and research ("Research After AI: Principles for Accelerated Exploration" [1]), I took the Agile manifesto as a starting point. Anyways, this might be interesting as a perspective on the problem space as I see it.
[1] https://gist.github.com/joelkuiper/d52cc0e5ff06d12c85e492e42...