Create two bullet lists, one about the company’s greatest financial improvements and the second with the greatest financial concerns based on the data from 2020 to 2022.

Assignment
Make sure you read the case well
With the data provided, prepare a prompt (or a few prompts) to generate the following:
A summary, in bullet form, of the most important financial highlights for Airbnb in 2022.
A post for LinkedIn highlighting the most important items to attract and recruit new employees to work at Airbnb. Remember, LinkedIn posts should be concise and professional and are more effective if they use hashtags.
A post for X (formerly, Twitter) that will appeal to potential renters to make them want to stay at an Airbnb property. It should reference something in the data above. This post should be highly creative and have a significant chance of going viral.
Scenario two
Copy the income statement for Airbnb using the link below and then write the prompts to generate the following:
https://www.sec.gov/ix?doc=/Archives/edgar/data/1559720/000155972023000003/abnb-20221231.htm
Create two bullet lists, one about the company’s greatest financial improvements and the second with the greatest financial concerns based on the data from 2020 to 2022.
Based on the financial concerns, generate a list of possible risks, including fraud risks, that could have led to the financial concern. For one of these concerns, generate a list of audit procedures that would be most likely to mitigate these risks or potentially discover a fraud.
Scenario three
Airbnb reports the following risk factor in Item 1A. of their 2022 financial statements: “If we fail to retain existing Hosts or add new Hosts, or if Hosts fail to provide high-quality stays and experiences, our business, results of operations, and financial condition would be materially adversely affected.”[1] Based on this, develop the following:
Thinking as a managerial accountant, develop measures using the balanced scorecard approach to mitigate this risk.
(Disregard the SAP and SQL creation mentioned in the case).
Final deliverable
Based on what you learned from these scenarios, prepare a memo (without help from AI) listing what you learned about prompt engineering. Make sure to discuss at least the following:
What made your prompts more or less successful? Give specific examples.
How accurate were your prompts? Identify any hallucinations and how you discovered they were hallucinations.
Prepare a second memo based solely on prompting the AI that does the same thing as your non-AI memo.
Write a comparison summary of what you learned based on generating each of the memos.

 

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