Key Takeaway
A large-scale model trained on massive data that serves as the base for adaptation to a wide range of tasks.
Definition
A foundational AI system trained on broad and diverse datasets with the capacity to perform a wide range of tasks, often forming the basis for downstream applications. GPT-4 is a foundation model used across translation, summarisation, and chat interfaces.
Applications & Use Cases
Language generation (e.g. ChatGPT)
Vision-language analysis
Document summarisation
Risks & Considerations
Opaque decision logic
Risk of hallucination or misinformation
Unintended bias amplification