> academia + research

Data curation seems like a privacy-friendly way to use sensitive data. Keep the private set locked away, and only use it to *pick* which public samples to train on. We show that this is not private.

You have a real-life cheat code. If there were any doubts that there were no speed limits before, they are definitely gone now.

Visualizing all of research.

Proper dependency management can prevent software engineering problems that could result in scientific problems

That's high-school level math, but it's really the whole secret. Just do this and it will get you a nobel prize in chemistry.