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Thinking (LLM)

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Hallucination

Hallucination

WHAT IT MEANS

When the AI confidently says something that’s wrong or made up.

Real example

The AI tells a customer their late fee is waived when it isn’t.

What’s normal

It can’t be reduced to zero, but good setups make it rare with guardrails, RAG and testing.

The India angle

In BFSI, a wrong promise about money can become a regulatory or legal problem.

Questions to ask your vendor

  1. How do you measure and reduce hallucinations?

  2. What happens if the AI makes a wrong promise?

  3. Can we see examples from your testing?

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