Artificial intelligence (AI) gets its “intelligence” by analyzing a given dataset and detecting patterns. It has no concept of the world beyond this dataset, which creates a variety of dangers.
Adding More Data Isn’t the Only Way to Improve AI
Four strategies to boost your algorithm’s accuracy — especially as it relates to the physical world.
July 13, 2022
Summary.
Sometimes an AI-based system can’t decipher the physical world with a sufficient degree of accuracy and the option of just adding more data isn’t possible. In many of these cases, however, this deficiency can be addressed by using four techniques to help AI better understand the physical world: synergize AI with scientific laws, augment data with expert human insights, employ devices to explain how AI makes decisions, and use other models to predict behavior.