1Cademy - A language model is configured with the instruction below. It is then given a users question and a specific piece of context to generate an answer. **Instruction:** `Please note that your answers need to be as accurate as possible and faithful to the facts. If the information provided is insufficient for an accurate response, you may simply output No answer!.` **User Question:** What was the primary cause of the 2008 financial crisis? **Provided Context:** The 2008 financial crisis was a severe worldwide economic crisis. Major financial institutions collapsed, stock markets plunged, and millions lost their jobs. The crisis led to a global recession, the effects of which were felt for many years. Governments around the world implemented large-scale bailout programs and new financial regulations in response. Based on the provided instruction and context, what is the most likely output from the language model?

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Example Prompt Instruction for Faithfulness and Abstention

Multiple Choice

A language model is configured with the instruction below. It is then given a user's question and a specific piece of context to generate an answer.

Instruction: Please note that your answers need to be as accurate as possible and faithful to the facts. If the information provided is insufficient for an accurate response, you may simply output "No answer!".

User Question: "What was the primary cause of the 2008 financial crisis?"

Provided Context: "The 2008 financial crisis was a severe worldwide economic crisis. Major financial institutions collapsed, stock markets plunged, and millions lost their jobs. The crisis led to a global recession, the effects of which were felt for many years. Governments around the world implemented large-scale bailout programs and new financial regulations in response."

Based on the provided instruction and context, what is the most likely output from the language model?

Updated 2025-09-28

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