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Simple Steve MEMBER SINCE 2025

Simple Steve

@unbesteveable

UTXOracle

3editions
2talks
0projects

3 editions attended.

On stage.

Full archive →
talk

On-chain Price Interferometry

The UTXOracle project introduced a method for detecting the USD price of Bitcoin directly from on-chain data. This talk suggests we call this new discipline "on-chain price interferometry.” The idea is simple. To measure the declining purchasing power of the dollar, we can look at the average checkout amount at the grocery store. Over large sample sizes, supply and demand fluctuations average out, revealing the underlying depreciation of the currency itself. Now imagine the reverse: average checkout amounts that shrink over time. That pattern would indicate a currency gaining purchasing power. This is exactly what we observe with Bitcoin transactions on-chain. As Bitcoin’s purchasing power has risen, the average output amount has fallen because each transaction behaves like a checkout in a store. The relationship is so consistent that one can estimate the USD price of Bitcoin purely from the average output amount. From there, the estimate can be refined further: clusters of outputs form around round USD values such as $50 and $100. If we know how much Bitcoin corresponds to $100 in a transaction, we know the price used in that transaction. This talk will walk through how the method works, the results it has achieved so far, and the broader implications of having a reliable, purely on-chain measure of purchasing power.

Durham NC 2025
talk

UTXOracle: Historical Significance of the On-Chain Price

Before UTXOracle, all bitcoin price feeds relied on external exchanges, introducing trusted third parties and blind spots into what should be a trustless system. UTXOracle takes a different approach: it derives price directly from the bitcoin blockchain by identifying statistically significant transaction flows, without relying on off-chain data. This talk introduces UTXOracle as a novel lens for understanding Bitcoin’s internal price signal, a signal that emerges from crowdsourced economic activity rather than being imposed by markets. We’ll explore how UTXOracle reads directly from one's own node, defines canonical prices through a simple cluster-centering algorithm, and how its method reveals patterns lost in exchange-centric views. Beyond just a tool, UTXOracle invites us to consider what it means for Bitcoin to price itself. We'll discuss why this matters for censorship resistance, timestamped economic history, and future applications like sovereign node pricing and decentralized oracle infrastructure.

Riga 2025