The Ontology Gap
summary
Shows that a $4M USDC deposit returns 3.5M nameless ERC-20 balance that actually represents a claim on a Morpho vault curated by MV Capital, which supplies capital into lending markets partly collateralized by XUSD—when XUSD de-pegs after a Stream Finance collapse the depositor loses about $200k in seven days. Argues taxonomy alone fails, advocates an ontology gap fix via a new generation of knowledge graph products; Lighthouse claims a working portfolio app tracking ~$2.4B in customer assets.
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chapters (25)
- 0:00Introduction and Lighthouse Background
- 0:32Onchain Data for Asset Managers
- 1:04A Four-Million-Dollar Deposit Story
- 1:48Nameless Tokens in Etherscan
- 2:14Why Token Labels Are Not Enough
- 3:04Interpreting Tokens as Vault Positions
- 3:47What DeFi Interfaces Still Hide
- 4:16Mapping a Morpho Vault Knowledge Graph
- 4:43Risk Lives Between Connected Entities
- 5:07XUSD Losses Socialized Across Depositors
- 5:34Depositing After a Protocol Collapse
- 6:06Turning Onchain Data Into Meaning
- 6:48Taxonomy, Ontology, and Actionable Data
- 7:36Comparing Two Similar Vaults
- 7:56Different Strategies Behind One Label
- 8:42Liquidity and Redemption Differences
- 9:03The Cost of Rebuilding Context
- 9:49Lessons From TradFi Taxonomy
- 10:31Why Taxonomy Alone Is Insufficient
- 11:21Mapping Financial Relationships
- 13:10Existing Crypto Data Products
- 14:49A New Generation of Knowledge Graphs
- 15:14Lighthouse for Onchain Asset Managers
- 16:08Tracking Customer Assets in One App
- 17:02Closing the Onchain Ontology Gap
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