Lesson 6.
51.To make matters worse, LLMs only understand the information that is explicitly given to them in the prompt.
52. In other words, they often assume that the prompt is true.
53. They also do not have the ability to ask for more context information.
54. Ultimately, an LLM does not know anything outside of what it was trained on, and it cannot truly know if that information is accurate.
55. But what causes a hallucination
56. Hallucinations can be caused by a number of factors, including: The model is not trained on enough data.
57. The model is trained on noisy or dirty data.
58. The model is not given enough context
59. The model is not given enough constraints.
60. Hallucinations can be a problem for LLMs because they can make the output text difficult to understand.
To be continued…lesson 7