When Real-World Assets Move On-Chain, What Becomes Visible?
The token can move faster than the evidence.
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Thoughts on data science, machine learning, and research
Building a Stablecoin Audit Toolkit Around Evidence, Not Dashboards
A Rust-based pipeline for turning stablecoin transfer checks into artifacts, manifests, and an inspectable evidence console.
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The Stablecoin Map: What Crypto's Cash Rails Depend On
Stablecoins are becoming crypto's cash layer. The question is not only what they are pegged to, but what they depend on.
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The SpaceX Trade Exists. Now Watch the Tape.
SpaceX stock is not public yet, but SPCXUSDT perps already show volume, open interest, funding, and venue concentration. The question is what this ...
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Local Pegs, Dollar Rails: Auditing XSGD and EURC Liquidity
XSGD is SGD-denominated. EURC is EUR-denominated. Their observed DEX liquidity surfaces remain materially USDC-paired.
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