AI systems lack verifiability, versioning, observability, and traceability in their software supply chains, shown by dependency analysis of 48 projects yielding 4,664 direct and 11,508 transitive dependencies totaling 392M lines of code.
The shift from models to compound ai systems
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The Grand Software Supply Chain of AI Systems
AI systems lack verifiability, versioning, observability, and traceability in their software supply chains, shown by dependency analysis of 48 projects yielding 4,664 direct and 11,508 transitive dependencies totaling 392M lines of code.