Papers for

digital asset analysts

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

Bitcoin oracle use tracked but many records missing or incomplete

On-Chain Archaeology of Bitcoin Oracles: Evidence of Use under Limited Observability

Abstract: Before Ethereum made the "oracle problem" a household term, Bitcoin already had oracles serving as feeds, key-release services, federated signers, and arbiters that carried real value on the main chain. This study traces their use and the changing evidence of oracle activity from early days through July 2026. We combine a complete census of Counterparty betting (1,149 bets), analysis of the full Bitcoin chain through block 958,628, and searches for documented keys from Reality Keys, Orisi, Bitrated, and Oraclize in an 854-million-row public-key index. We also recover DLC oracle records from an archived explorer and live Nostr relays. Two results emerge. First, early contracts remain on-chain, but many event descriptions have disappeared, and protocol encoding and API limitations complicate access to the surviving record. However, for modern DLCs, public oracle announcements can survive even when the contracts using them cannot be identified on-chain. In the script classes examined, the share of spends that reveal no script peaks at 81.9% in 2024 after excluding spends containing inscription data. Second, public registries can give a misleading picture of oracle use. In Counterparty, 95% of pre-2018 sources declaring an oracle fee were never bet on. In Bitrated, 0.1% of archived keys appear on-chain overall, compared with 10 of 19 keys captured in 2014. Sport dominates Counterparty's matched volume, while a daily price series dominates the archived DLC announcements. These findings show how protocol design and data preservation shape the historical record of Bitcoin oracle use.

Thu 8 OctCryptography and SecurityComputers and SocietyInformation Retrieval
The gist
Bitcoin has long used oracles—services that bring real-world data onto the blockchain—but much of their activity is hard to see clearly today. The authors studied many records of oracle activity dating back years and found that while early contracts still exist on the blockchain, many important details have disappeared. They also discovered that public lists showing oracle use can give a misleading picture. Their work highlights how the way Bitcoin stores and preserves data affects what we can learn about past oracle use.
Open → 2610.11439v1