I'm an experienced pentester, with an AI Red Team specialist, and was struggling to keep up with the pace of new research, so I built scoring, parsing and summarization workflows for new research paper releases.

I thought it might be useful to other people, though it's very niche, so I made it pretty and put it online, but: - It useful for the wider community, or is it Astroturf? - What do people think about "virtual authors" - Where should I take it next? - I was going to focus on more replication and GitHub PoCs, is this the right direction? - Is it monetizable? (currently it is just personal cost - but very useful to me as a side project)