AI in the Data Chain: Hidden Adjustments, Overstated Confidence, and the Need for Transparent Labelling
As artificial intelligence becomes more deeply integrated into enterprise operations, it brings efficiency, scalability, and speed to traditionally manual processes. However, it also introduces a more subtle—and potentially dangerous—consequence: overconfidence in data that has been transformed or generated by AI. When AI is embedded into early stages of a workflow, its outputs are often accepted […]