|LLM|AI|HALLUCINATION|PROMPT ENGINEERING|BENCHMARK|
Exploring the Paintings and Science of Rapid Engineering to Remedy LLM Hallucinations
With out execution, ‘imaginative and prescient’ is just one different phrase for hallucination. — Mark V. Hurd
A hallucination is a actuality, not an error; what’s misguided is a judgment based upon it. — Bertrand Russell
Large language models (LLMs) are ubiquitous right now, significantly resulting from their ability to generate text and adapt to utterly totally different duties with out being expert. In addition to, there was debate about their reasoning capabilities and with the power to use them to fixing superior points or making selections. No matter what appears to be like as if successful story, LLMs often usually are not with out flaws and may sometimes generate inaccurate or misleading data, typically known as hallucinations. Hallucinations are dangerous on account of they’ll produce factual errors, bias, and misinformation. Hallucinations and lack of awareness usually is a vital hazard for delicate capabilities (medical, financial, and so forth).
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