Spectra is aiming to do just what you outline…move beyond outdated statistics toward truer measures of evolving economies. I’ll be in touch by email to share more. Your work has influenced us for which we are grateful for.

Loved this paper. It’s enhanced the language I use to frame Spectra, the world model I’m working on. Your breakdown of local, nonlocal, and augmented emergence really sharpened how I think about capabilities, alignments, and the quantum side of things. Super grateful

Great chart ... but imagine this as a dynamic capability trajectory instead of a static snapshot. With the right model, you could simulate not just where sectors are today, but where they’re headed, at what velocity, and under different policy or trade scenarios