[Fundamental Principles and Concepts of an AI Management System] A social media platform wants to automatically detect and remove inappropriate…

The task involves extracting semantic information from visual media; computer vision provides the algorithms (e.g., image classification, object detection) needed to identify and filter inappropriate content automatically, per ISO/IEC 42001 examples and academic literature.

A. NLP analyses linguistic data, not pixel data in images/videos.

C. ML is the broader field; the question seeks the specific visual sub-domain.

D. Deep learning offers techniques but the overarching concept for visual tasks is computer vision.

1. ISO/IEC 42001 (DIS 2023) Annex A.3.4 “Computer vision for content moderation,” p. 50.

2. Stanford CS231n “Convolutional Neural Networks for Visual Recognition,” Lecture 1, slides 7-9.

3. Goodfellow, I., Bengio, Y., Courville, A. Deep Learning, §13.1 “Computer vision,” pp. 501-503, MIT Press 2016.