The U.S. Department of Commerce wants to strengthen protections for open datasets to help train generative artificial intelligence systems and further democratize access to the technical resources needed to create reliable AI and machine learning systems. That's what I think.
As outlined in a request for information released April 17, the Department of Commerce will seek recommendations from industry experts on how to best structure and disseminate the public data the agency produces. We are seeking comments in the form of proposals.
The ultimate goal of RFI is to provide the public with easy access to high-quality data.
“As AI tools are increasingly used for data analysis and data access, commerce can easily access the data these tools consume and make it machine-understandable, not just machine-readable. The RFI states that they want to ensure that the data is “possible.” “Therefore, this RFI examines ways to improve data integrity, accessibility, and quality of emerging AI technologies.”
For more technical details, Commerce wants to focus on connecting human terminology to data elements through a metadata knowledge graph and harmonizing standardized ontologies with Commerce's internal vocabulary. Masu.
The RFI specifically seeks insight into the implementation of ontologies with potential AI needs. In the context of AI, new research approaches are being undertaken to incorporate ontological knowledge graphs into the behavior of AI systems, such as benchmarking output results and seamlessly incorporating external data.
The development and use of metadata standards is also a priority for Commerce's AI efforts. Metadata is often used within relational databases and other systems to execute commands in software programs. The RFI also seeks feedback on the use of metadata when programming AI models.
The Department of Commerce is working to implement several items mandated under President Joe Biden's 2023 Executive Order on AI, including improving critical components for building secure AI systems, including training datasets. Democracy has become a priority.
The RFI comment period ends on July 16th.
Earlier this year, the National Telecommunications and Information Administration, a sub-agency of the Department of Commerce, solicited public comments on an open weight AI system to help shape policy and innovation.