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Korok Ray

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@KorokRay

BS Math @UChicago, PhD Econ @ Stanford. Now professor @ Texas A&M, teaching and researching #Bitcoin.
Texas, USA PrinciplesOfBTC.substack.com Joined February 2012
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Korok Ray Verified account @KorokRay
My paper, "Optimal Thresholds in Bitcoin," co-authored with @btcsindura has been accepted at this year's IEEE International Conference on Blockchain Computing and Applications. Sindura presented it at Bitcoin MENA and the Bitcoin Conference in Las Vegas this year.

Threshold signatures are a fantastic way to secure Bitcoin and a native security feature. An open question is how to choose the threshold, such as when to use a one-of-three versus a two-of-three setup. Most practices rely on rules of thumb, but we build a microeconomic model for this decision. We show that decaying multisig, where the threshold degrades over time, is an optimal structure and can be uniquely implemented in Taproot.
Korok Ray Verified account @KorokRay
The academic journal Energy Economics has accepted my paper, "Expected Revenue, Risk, and Grid Impact of Bitcoin Mining: A Decision-Theoretic Perspective." We develop a microeconomic model of Bitcoin mining based on the hash lottery, and examine implications for how miners manage risk and affect the energy grid. This is a team effort from Texas A&M with my co-authors Chao Tian, Yuting Cai, and Ruthav Sadali.
arxiv.org/abs/2512.20518
arxiv.org Expected Revenue, Risk, and Grid Impact of Bitcoin Mining: A... Most current assessments use ex post proxies that miss uncertainty and fail to consistently capture the rapid change in bitcoin mining. We introduce a unified, ex ante statistical model that...
Korok Ray Verified account @KorokRay
These are my heroes --- the thirty faculty from around the world who convened in DC for the first annual conference of the Bitcoin Education Institute (@BTCedu). They are doing the important work of teaching Bitcoin to the next generation!
Washington, D.C. brought together educators, researchers, industry leaders, and builders for the Bitcoin Education Institute’s latest gathering.

The conversations reinforced why BEI exists: to help higher education engage seriously with Bitcoin through rigorous research, thoughtful dialogue, and stronger connections between academia and industry.

Thank you to everyone who joined us on July 31 and contributed to the discussion.

We’re just getting started.
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Korok Ray Verified account @KorokRay
I testified before the Business and Commerce committee of the Texas Senate on #bitcoin custody. Last year the Texas Senate established the Texas Bitcoin Strategic Reserve, a historic first step for our state. Gig em! youtube.com/watch?v=Mev54w…
www.youtube.com Senate Committee on Business and Commerce, June 24, 2026 Texas Senate... Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
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