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To initiate a sequential problem-solving process, the first sub-problem is presented to a Large Language Model along with the original context. For instance, given the context 'The environmental study conducted from 2015 to 2020 revealed that the average temperature in the region increased by 2.3 degrees Celsius,' the first sub-problem is posed as 'Q: When did the environmental study start?'. The model then generates the answer, 'A: The environmental study started in 2015.' This initial question-answer pair forms the basis for solving subsequent sub-problems.

Example of Prompting and Answering the First Sub-Problem in a Sequence

A user wants to use a language model to determine the total cost of a business trip that includes flights from New York to London, and then from London to Tokyo. To solve this complex problem by breaking it down into a sequence of smaller steps, which of the following would be the most effective initial question to ask the model?

A user wants to use an AI assistant to calculate the total travel time for a journey from their home to a hotel in another city. The journey involves a drive to the airport, a flight, and then a taxi to the hotel. To solve this by breaking it down into a sequence of smaller steps, what would be an effective first question to ask the AI assistant to begin this process?

Formulating an Initial Query

Your goal is to use a large language model to extract the key specifications of a new product described in the text below. To do this using a sequential problem-solving approach, what would be the first sub-problem (question) you would pose to the model, and what is the expected answer? Format your response as a question-answer pair.

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