The biggest mystery of artificial intelligence is that the most advanced algorithms of neural networks are too complex for humans to comprehend.
Relying solely on a 'black box' method is not ideal for important decisions such as investments, medical procedures, or military strategies.
John R. Miles once stated that it is impossible to create a system that can provide an explanation for unexpected actions.
Joel Dudley of Mount Sinai has remarked that while we can construct AI models, we do not have a complete understanding of their inner workings.
Inevitably, AI systems will inherit biases from the data they are trained on, leading to gaps in their comprehension of the world.
If the desired outcome is predetermined, people may question the purpose of training and data analysis.
Companies often collect training data for algorithms without the user's knowledge or consent, which may include sensitive information and violate privacy laws.