AI Hallucination
Artificial intelligence, particularly in the form of large language models (LLMs), has become a powerful tool for generating text and images, revolutionizing how we work and create. However, a significant and often overlooked challenge in this field is "AI hallucination"—a phenomenon where the AI produces information that is factually incorrect, nonsensical, or entirely fabricated, yet presents it with absolute confidence. This is not a sign of consciousness or delusion, but rather a byproduct of the way these models are trained and function. The root causes of AI hallucination are varied and complex. One of the primary culprits is insufficient or biased training data. If a model is trained on a dataset that is incomplete, contains errors, or is skewed towards certain information, it may learn and replicate those flaws, leading to inaccurate outputs. Another factor is a lack of context. When a user provides a vague or complex prompt, the AI may struggle to interpret the inten...