🔮The Codex
Training Data
The dataset used to teach an AI model how to perform its tasks.
📖 Apprentice Explanation
Training data is the information an AI studies to learn. ChatGPT was trained on billions of web pages, books, and articles. The quality and diversity of training data directly affects how good the AI becomes.
🧙 Archmage Notes
Training data quality, diversity, and scale are critical for model performance. Issues include data contamination, bias amplification, copyright concerns, and the need for data curation. Synthetic data generation is increasingly used to augment training sets.