I love the vision and the execution. The Open Graph approach is amazing too. Super clever. 👍

I’d highly recommend “Status Game” by @willstorr.bsky.social — it is an exceptionally well-researched and well-written treatment of the phenomenon. Should be required reading for humanity, I think.

Author disambiguation is ORCID, so the corpus is basically DOI registries with affiliated ORCID metadata (with a discovery loop to include/reject edge cases coming soon—where affiliated authorship is probable but only algorithmically determined by SKGs). Entire workflow only uses public metadata.

sharing of ideas among the audience.

Western University’s @jamesshelley.com addresses a critical challenge for universities and other research institutions: the lack of dedicated communication support for departments and research centres. 2/3

For what it’s worth, I just want to say I’m willing to die on this hill with you. “Vibe coding” described a very specific phenomenon, but has been usurped to sell AI things and diminish AI things.