What AI Hallucinations Can Teach Companies

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What AI Hallucinations Can Teach Companies - Forbes

Quick Summary:

Hallucinations hint at a huge and exciting opportunity for GenAI to provide “synthetic creativity” to solve problems in ways that are different, new and innovative.

They also must create feedback loops for users and obtain expert reports on inaccuracies as well as hypergranular lineage of the prompt and the generated response to see where they need to augment the LLMs' understanding of a topic.

Overgeneralization: LLMs might overgeneralize from the training data, leading to responses that seem plausible but are incorrect or based on factually inaccurate training material.5.