What are the limitations of GPT in chat interactions?

While OpenAI's GPT (Generative Pre-trained Transformer) has demonstrated impressive capabilities in generating human-like text, it still has limitations in chat interactions. One primary limitation is that GPT lacks a consistent and controllable way to produce specific responses. This poses challenges when using it for tasks that require specific and accurate information. GPT might also generate incorrect or nonsensical responses because it doesn't possess a deep understanding of the context during conversations. Additionally, the model tends to be sensitive to input phrasing, and slight rephrasing can result in different outputs, making it challenging to rely on consistent responses. GPT can also be excessively verbose and may overuse certain phrases or responses. Lastly, the model may not understand or address harmful instructions or questions adequately, potentially leading to biased or inappropriate outputs.

This mind map was published on 21 September 2023 and has been viewed 95 times.