Translations:FACTS About Building Retrieval Augmented Generation-based Chatbots/50/pt: Difference between revisions

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Testing generative AI solutions can be a lengthy process due to the need for human response validation. LLMs are increasingly being employed using ‘LLM-as-a-judge’ approach. However, it is advisable to use caution when using LLMs as human proxy, as using LLMs as judges can lead to self-fulfilling prophecy type of scenarios reinforcing their inherent biases in evaluations as well.

Testar soluções de IA generativa pode ser um processo demorado devido à necessidade de validação de respostas humanas. Os LLMs estão sendo cada vez mais utilizados na abordagem de 'LLM-como-juiz'. No entanto, é aconselhável ter cautela ao usar LLMs como substitutos humanos, pois usá-los como juízes pode levar a cenários de profecia autorrealizável, reforçando também seus preconceitos inerentes nas avaliações.