AI Research
Position: Current Model Cards Are Insufficient for Downstream Governance of Open-Weight Foundation Models
Moving beyond static model cards to bridge the gap in safety and legal enforcement for open-weight foundation models.
The growth of open-weight foundation models (OWFMs) has prompted the AI community to re-evaluate strategies for effective downstream governance. Although model cards have been widely adopted as transparency artifacts in model repositories, existing frameworks often fail to adequa...
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ArXiv CS.AI
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ArXiv CS.AI
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The rapid proliferation of open-weight models demands a transition from static documentation to integrated, enforceable safety frameworks. This shift is essential to bridge the critical gap between transparency and legal accountability in decentralized AI development.
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