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Allocating user-log access responsibilities across the AI value chain

Clarify and formalize how responsibilities for providing access to user interaction logs and related deployment data should be allocated between foundation model developers and downstream application deployers in multi‑party AI service chains.

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Background

Multi-party deployments complicate who holds and should share user interaction data for assessments and legal processes.

Clear allocation of access responsibilities must reconcile privacy, IP protection, and regulatory compliance across different actors in the AI value chain.

References

In this scenario, it is not immediately clear how access requirements interact with the division of information between the foundation model developer and subsequent deployer.

Open Problems in Technical AI Governance (2407.14981 - Reuel et al., 20 Jul 2024) in Section 4.4.1 “Access to Downstream User Logs and Data”