|LLM|AI|HALLUCINATION|PROMPT ENGINEERING|BENCHMARK|
With out execution, ‘imaginative and prescient’ is simply one other phrase for hallucination. — Mark V. Hurd
A hallucination is a reality, not an error; what’s misguided is a judgment primarily based upon it. — Bertrand Russell
Large language models (LLMs) are ubiquitous at this time, particularly due to their ability to generate text and adapt to completely different duties with out being skilled. As well as, there was debate about their reasoning capabilities and with the ability to apply them to fixing advanced issues or making choices. Regardless of what looks as if a hit story, LLMs usually are not with out flaws and might typically generate inaccurate or deceptive info, sometimes called hallucinations. Hallucinations are harmful as a result of they’ll produce factual errors, bias, and misinformation. Hallucinations and lack of expertise generally is a critical danger for delicate functions (medical, monetary, and so forth).
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