AI-Ready Federal Statistical Data: An Extension of Communicating Data Quality

Details

• Alternative Title:
  AI-Ready Federal Statistical Data: An Extension of Communicating Data Quality, FCSM 25-03
• Creators:
  Hoppe, Travis ; Gonzalez, Jeffrey ; Mirel, Lisa B ; Schmitt, Rolf
• Corporate Creators:
  United States. Federal Committee on Statistical Methodology
• Subject/TRT Terms:
  • Statistics
  • Artificial intelligence
  • Data processing operations
  • Federal government
  • Data quality
  • Data files
  • Machine learning
  • Electronic media
  • Metadata
• Publication/ Report Number:
  FCSM 25-03
• DOI:
  https://doi.org/10.21949/c2za-cy13
• Resource Type:
  Research Paper
• Geographical Coverage:
  United States
• Corporate Publisher:
  United States. Federal Committee on Statistical Methodology
• Abstract:
  Generative Artificial Intelligence (AI) is redefining how people interact with public information and shaping how public data are consumed. Recent advances in large language models (LLMs) mean that more Americans are getting answers from AI chatbots and other AI systems, which increasingly draw on public datasets. The federal statistical community can take action to advance the use of federal statistics with generative AI to ensure that official statistics are front-and-center, powering these AI-driven experiences.
• Format:
  PDF
• Download URL:
  https://rosap.ntl.bts.gov/view/dot/83634/dot_83634_DS1.pdf
• File Type:
  [PDF - 247.09 KB]
• Collection(s):
  FCSM
• Main Document Checksum:
  urn:sha-512:ad9e3b6c691c82e29833547ff6b09d68140a5442c4f9e28131947c9a2e705a3a4ca35b83a11cb51aae46b8b2480620d920d31220bd2b94d7f0611ad18e22dd72