Research
Peer-facing working papers. Each ships with the code and data behind it.
Pricing compute-capacity contracts
A no-arbitrage framework for valuing forward and option-style contracts on compute capacity — with a native term structure and calibration to observed prices.
Full publication record — Google Scholar →
Blog
Occasional writing on method — how first-principles thinking and spectral decomposition apply to markets and complex systems.
First posts are on the way
Short essays, published a few times a year rather than on a schedule.
About
Kspectra Research Inc. is an independent studio building first-principles models for markets and complex systems — resolving opaque systems into the parts that move them, the way a spectrum resolves light into its lines.
Founded by Shaosai (Arthur) Huang in Toronto.
© 2026 Kspectra Research Inc. · Toronto