Practical Solutions for AI Transparency
Enhancing Transparency for Foundation Models
Foundation models play a central role in the economy and society, and transparency is vital for accountability and understanding. Regulations like the EU AI Act and the US AI Foundation Model Transparency Act are driving the push for transparency.
Foundation Model Transparency Index (FMTI)
The FMTI evaluates transparency across major developers, using 100 indicators to measure transparency in areas such as upstream resources, the model itself, and downstream use. The index aims to track changes over time and encourage transparency through public and stakeholder pressure.
Evolution of Transparency in Foundation Models
Research studies like FMTI v1.1 evaluate the evolution of transparency in foundation models. Developers are asked to self-report information, and the process involves indicator selection, information gathering, and scoring, leading to improved transparency scores.
Societal Impact and Value
The FMTI shows that transparency in foundation models needs improvement, but positive changes have been observed. By analyzing developer disclosures, the index helps stakeholders make informed decisions and provides a valuable resource for downstream developers, researchers, and journalists.
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