[borroka]

This weekend, I received confirmation that, for data analysis and modeling, coding agents represent a qualitative leap forward comparable to the widespread adoption of personal computers.

I stopped doing scientific research years ago, but before moving on to other things, I had, like many others, I imagine, certain problems that I wanted to study, but given the lack of time and other concerns, I would never have picked them up again. I launched Codex, and it managed to untangle old files and analyses, find datasets that I didn't know where they had ended up, launch analyses under my guidance, and build visualizations that would have taken me days, if not weeks, to complete.

Of course, I have experience, I know what needs to be done, and I had to correct some errors made by Codex (I am paying for Codex and Gemini now, but I could go back to paying for Claude too), but I was amazed by the quality of the analyses.

To give an example, I had a dataset of weather observations that I had downloaded from a website years ago, hundreds of time series across weather stations. Codex managed to recover the missing time series, even though the website is no longer active, by first comparing the downloaded data with the data I had, and then also finding a digital elevation model.

Now I will guide Codex in developing a model of extreme events that will allow me to have a spatio-temporal model of extreme events that, without Codex, I would never have had the time or inclination to build.