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- W4385825452 abstract "Foundation models including large language models (LLMs) are increasingly attracting interest worldwide for their distinguished capabilities and potential to perform a wide variety of tasks. Nevertheless, people are concerned about whether foundation model based AI systems are properly governed to ensure trustworthiness of foundation model based AI systems and to prevent misuse that could harm humans, society and the environment. In this paper, we identify eight governance challenges of foundation model based AI systems regarding the three fundamental dimensions of governance: decision rights, incentives, and accountability. Furthermore, we explore the potential of blockchain as a solution to address the challenges by providing a distributed ledger to facilitate decentralised governance. We present an architecture that demonstrates how blockchain can be leveraged to realise governance in foundation model based AI systems." @default.
- W4385825452 created "2023-08-15" @default.
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- W4385825452 date "2023-08-11" @default.
- W4385825452 modified "2023-09-23" @default.
- W4385825452 title "Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI" @default.
- W4385825452 doi "https://doi.org/10.48550/arxiv.2308.05962" @default.
- W4385825452 hasPublicationYear "2023" @default.
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