There's so much noise around the impact of #AI I'm sometimes reluctant to share here - I know many people are just 100% no, but FWIW, it's incredibly useful for biomedical research, and coding. It has made it dramatically easier to deal with the utter mess that is bioinformatics file formats. It accelerates a trend I'd noticed running regular software teams for decades .. requirements and testing are more important than ever (they were always important but now they are almost everything). Examples, architecture, data artifacts, and yes still occasional human supervision.. I'm teaching copilot a little #fsharp daily right now..