Explainers
Blockchain Data Quality Standards for Datasets
A dataset can be fast, complete-looking, and still wrong. Here are the five guarantees onchain data has to make, and the tests a buyer can run to verify them.
Alex Nin
Explainers
Crypto-Collateralized Stablecoins: Reading Collateral Onchain
Crypto-collateralized stablecoins hold more collateral than the tokens they issue, and every part of that buffer is visible onchain if you know which fields to read.
Explainers
How to Trade on PredictIt and Kalshi
A step-by-step walk through opening an account and placing a contract on PredictIt and Kalshi, including how settlement works, what the fees cost you, and why the two platforms sit under different rules.
Explainers
Paxos Stablecoin Minting and Redemption, Onchain
A step-by-step walk through Paxos minting and redemption: what the issuer does off-chain, what appears on the blockchain, and how to trace each mint and burn.
Explainers
What Backs a Commodity-Backed Stablecoin?
A commodity-backed stablecoin represents a claim on a physical asset, usually gold held in a vault. Here is what actually sits behind the token, how to verify it, and why redeeming gold works nothing like redeeming a dollar.
Explainers
Regulating Exotic Prediction Market Products
The most interesting prediction market contracts are the ones regulators have not clearly claimed. Here is where oversight ends and the gray zone begins.
Explainers
Payment Finality: Onchain vs Traditional Rails
On traditional rails, a payment can look settled and still reverse days later. Onchain, finality is a property of the ledger itself. Here is what that means for a treasury reporting cash as settled.
Explainers
Onchain Cash Management for Corporate Treasury
Onchain cash management moves corporate treasury from batch cutoffs to continuous settlement. The gap that trips teams up is the challenge of proving where the money is at any moment.
Explainers
How Lending Club Priced Its 2014 IPO
Lending Club's 2014 IPO priced above its raised range, a signal of investor appetite for consumer lending marketplaces. Here is how IPO pricing works, and why the number is a negotiation rather than a fact.
Explainers
How to Monitor Stablecoin Balances Across Chains
Tracking a stablecoin's balance on one chain is easy. Tracking it across every chain it lives on, without double-counting bridged supply, is where most monitoring breaks.
Explainers
Market Intelligence Tools for Hedge Fund Trading Desks
A working guide to the data feeds behind institutional trading desks, why traditional market intelligence goes dark at exactly the wrong moments, and how public blockchain records change the picture.
Explainers
Anthropic vs OpenAI IPO Odds on Polymarket
The two AI labs everyone lumps together are priced completely differently on prediction markets. Anthropic reads as near-certain to list; OpenAI barely registers for 2026. Here is why.