We can't get rid of hallucinations. Hallucinations are a feature not a bug. A recent study by researchers Jim Waldo and Soline Boussard highlights the risks ass

We can't get rid of hallucinations. Hallucinations are a feature not a bug. A recent study by researchers Jim Waldo and Soline Boussard highlights the risks associated with this limitation. In their analysis, they tested several prominent models, including ChatGPT-3.5, ChatGPT-4, Llama, and Google’s Gemini. The researchers found that while the models performed well on well-known topics with a large body of available data, they often struggled with subjects that had limited or contentious information, resulting in inconsistencies and errors. This challenge is particularly concerning in fields where accuracy is critical, such as scientific research, politics, or legal matters. For instance, the study noted that LLMs could produce inaccurate citations, misattribute quotes, or provide factually wrong information that might appear convincing but lacks a solid foundation. Such errors can lead to real-world consequences, as seen in cases where professionals have relied on LLM-generated content for tasks like legal research or coding, only to discover later that the information was incorrect. https://www.lycee.ai/blog/llm-hallucinations-report https://www.lycee.ai/blog/llm-hallucinations-report