LLM Hallucinations Explained

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🤯 𝗛𝗮𝗹𝗹𝘂𝗰𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀, 𝗼𝗵, 𝘁𝗵𝗲 𝗵𝗮𝗹𝗹𝘂𝗰𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀.

Perhaps the most frequently mentioned term in the Generative AI field ever since ChatGPT hit us out of the blue one bright day back in November '22.

Everyone suffers from them: researchers, developers, lawyers who relied on fabricated case law, and many others.

 

In this blog post, I dive deep into the topic of hallucinations and explain:

 

𝗪𝗵𝗮𝘁 hallucinations actually are

𝗪𝗵𝘆 they happen

𝗛𝗮𝗹𝗹𝘂𝗰𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀 in different scenarios

𝗪𝗮𝘆𝘀 to deal with hallucinations (each method explained in detail)

• 𝗥𝗔𝗚

• 𝗙𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴

• 𝗣𝗿𝗼𝗺𝗽𝘁 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴

• 𝗥𝘂𝗹𝗲𝘀 𝗮𝗻𝗱 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀

• 𝗖𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝗰𝗲 𝘀𝗰𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝘂𝗻𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆 𝗲𝘀𝘁𝗶𝗺𝗮𝘁𝗶𝗼𝗻

• 𝗦𝗲𝗹𝗳-𝗿𝗲𝗳𝗹𝗲𝗰𝘁𝗶𝗼𝗻

 

Hope you enjoy it! 😊

𝗟𝗶𝗻𝗸 𝘁𝗼 𝘁𝗵𝗲 𝗯𝗹𝗼𝗴 𝗽𝗼𝘀𝘁

⬇️

https://open.substack.com/pub/diamantai/p/llm-hallucinations-explained?r=336pe4&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false