Foundation model

{
  "id": "MLC-T-OAG-001544",
  "term": "Foundation model",
  "field": "Oil and gas",
  "definition": "A large-scale artificial intelligence model trained on a massive, broad dataset that can be adapted to a wide variety of downstream tasks. These models serve as a base for specialized applications in oil and gas, such as seismic data interpretation, analysis of unstructured maintenance logs, or forecasting production decline curves with minimal task-specific training. A foundation model contrasts with traditional models built from scratch on smaller, narrowly focused datasets for a single purpose.",
  "subject": "Digital",
  "url": "https://mlchart.com/terminology/oil-and-gas/foundation-model/"
}