LLM's Answer (7) to the Prompt for Calculating the Average of 2, 4, and 9

Step-by-Step Calculation of the Average of 2, 4, and 9

A user wants a language model to determine a car's fuel efficiency, which is 150 miles driven using 5 gallons of gas. Which of the following prompts is best structured to request a direct and specific mathematical calculation from the model to find the answer?

Crafting a Direct Calculation Prompt

Evaluating a Prompt for a Mathematical Task

LLM's Answer (${}6$) to the Prompt for Calculating the Average of ${}2$, ${}4$, and ${}9$

Step-by-Step Calculation of the Average of 2, 4, and 9

LLM's Answer (7) to the Prompt for Calculating the Average of 2, 4, and 9

A researcher wants to test a language model's ability to perform a standard mathematical operation directly, without guiding it through intermediate reasoning steps. Which of the following prompts is best designed to achieve this specific goal for the numbers 2, 4, and 9?

Evaluating a Prompt for Foundational Skill Assessment

Analyzing Prompt Design for LLM Evaluation

LLM's Answer (${}6$) to the Prompt for Calculating the Average of ${}2$, ${}4$, and ${}9$

Step-by-Step Calculation of the Average of 2, 4, and 9

A user wants a language model to solve the following word problem: 'A store had 50 shirts. They sold 15 on Monday and then received a new shipment of 25 on Tuesday. How many shirts do they have now?' The model consistently gives an incorrect answer. Based on principles for improving model accuracy, which of the following revised prompts is the most effective for guiding the model to the correct solution?

Improving Sarcasm Detection in a Language Model

Optimizing an AI Travel Itinerary Generator