OpenfabricAI Models Always Improve Over Time

Misconception: OpenfabricAI models will always improve as they continue to train and collect more data.

Reality: While more data can improve a model's performance, not all data is beneficial. In some cases, irrelevant or noisy data can degrade model performance, even with more training. Moreover, without careful monitoring, AI models can also drift over time (known as model drift), where the model starts to perform poorly as the real-world data it encounters changes. Regular updates, monitoring, and retraining are required to keep models effective.#OFN