Concept dictionary
Image
An image is a visual input or output that AI systems can classify, describe, generate, edit, or compare.
- Review state
- Reviewed in POC
- Freshness
- Current
- Version
- 2
Also called
- Image
- Image AI
Remember it this wayAn image is visual data, not automatic evidence.
In plain language
An image is a still visual representation encoded as pixels, vectors, or another format. An AI system may receive an image as input or produce one as output.
Why it matters
Image work raises questions about source, context, consent, manipulation, resolution, accessibility, and whether a model’s visual output is being mistaken for evidence.
Example
A model receives a photograph of a damaged roof, identifies likely hail marks, and highlights the regions a human inspector should examine.
Common misconception
An image is not proof of the event it appears to show. It may be edited, generated, mislabeled, or separated from its original context.
Related terms
Sources
- W3C, “SMIL 2.0: BasicMedia Module”distinguishes audio, still-image, and video media objects.
- Stanford HAI, “AI Index 2025: Technical Performance”describes image understanding and image generation as distinct vision capabilities.
Learn more
- Compare [[computer-vision|Computer Vision]], [[video|Video]], [[multimodal|Multimodal]], and [[content-credentials-c2pa|Content Credentials (C2PA)]] to place Image in the surrounding system.
- Follow the cited source material above for the method, standard, or research context behind this draft.