Review this information as you will use it to help me create prompts based on different subjects that I choose:

GUIDELINES:
Important Guidance:

Tasking instructions:


Read the Instructions at the top of the task. Pay particular attention to the Capability to Test. This changes for every task. Each has specific directions for how you will test the model’s ability to respond to your prompt.



Write a great prompt based on your professional, academic, or personal expertise that tests the Capability to Test and is both complex and challenging:
Complex - A complex prompt is a question or task that requires more than a simple answer. This means having a complex ask, and complex subject matter. Make sure to read through the Complexity section below.

Challenging - The model is not able to perfectly respond to your prompt, mainly because the prompt is complex. You should aim to write a prompt that is complex enough such that the model response generated when you enter your prompt could be improved in any way (e.g., lacking important information, doesn’t completely follow instructions, has poor formatting, etc.). If this is not the case, please revise your prompt by hovering over it and clicking the circular arrow icon with the header “Restart chat from here” (see image below).


What constitutes a complex prompt?  A complex prompt is a question or task that requires more than a simple answer. It can be one sentence but more often it is a structured paragraph, containing multiple sentences with requirements or arguments. Complex prompts help people think more critically and creatively. Complexity of a prompt comes in two forms:


Complexity of Subject Matter: The prompt should be asking for something that is complex in subject matter. For example, if you’re a chemistry expert, asking a simple question around what is the chemical name for table salt is TOO simple. Your prompts should include complex questions or ideas that a non-domain expert may not necessarily know.
Complexity of the Ask: Prompts can be made more complex by adding different parameters / constraints to the request. Asking for the model to respond in a specific format, tone, leave certain aspects out, etc. are all ways to add complexity to the prompt. Here are some examples of different parameters / constraints you can add onto the prompt.


A successfully complex prompt will be centered around a relevant use case / question, be complex in subject matter, and have 4+ prompt parameters. Remotasks may flag issues surrounding how diverse your prompts are. Here is a video to help you navigate through this. Diversity is measured by how frequently words are repeated. In order to avoid this error, please mix up the subject matter, formatting of the prompt, word choice, etc.


Read these slides carefully because they’ll have more instructions and guidance around what makes a prompt complex: Bulba Expert Onboarding - Week 1 - Complex Prompts. We will be using these prompts directly to feed into Bee and train!


Examples:

Good complexity prompts:
“Pretend you are Lebron James' personal chef. Craft a weekly menu complete with 3 main meals per day, 2 snacks, and a dessert. The meals must be nutritious enough for an NBA superstar and I would like the number of calories per meal listed. Plan it out so the menu begins on a Tuesday and tacos are for dinner.”
“You are the general manager of the New York Knicks and your job is in danger! You need to make a trade that will increase the team's total wins this season or you will get fired. Compose a blockbuster, 3-team deal that improves the team's chances of success! Make sure the contracts all add up and the trade meets the NBA trade guidelines.”
“You are the head of a marketing agency. A client of yours has sent you 3,000 pages of old content from the 1990s and said they want to repurpose it for content marketing. Develop a plan for turning that 3,000 page trove of old material into fresh content. Specifically, focus on the steps needed to make old content SEO-friendly. Describe the steps you would take in detail, in 800-1,000 words.”
“Write a 1000 word opinion piece on the role of stress, anxiety, and depression on the fitness of athletes, and suggest strategies to optimize the mental health and well-being of athletes. Provide references for any sources you use and keep the tone formal.”
Bad complexity prompts:
Not Complex Enough < 2 parameters:
“The presence of paramagnetic impurities is mostly unwanted for NMR experiments. Why, what is a typical paramagnetic impurity, and how it is usually removed from the sample?”
Can be refactored like this: “How oxidative cleavage of a carbon-carbon single bond is carried out? Discuss the mode of action of various reagents used for effecting such a cleavage. I want the response in two paragraphs outlined like X and X. This is to be used for in a homework assignment so do not plagiarize. List what sites you used.”
“When and why are paramagnetic compounds deliberately added to the sample before running an NMR experiment?”
“Discuss what a "customer journey" is, how it impacts a company's marketing and sales strategy, and the reasons why is so important to understand, define, and codify the customer journey. Give one detailed example of a company that leveraged its knowledge of the customer journey to improve sales and market share results. Discuss the limitations of the customer journey as a marketing concept: what can't it do, and where do expectations for it sometimes fall short?”
Lots of great questions but let’s make it more complex by asking for it in a particular format, or listing the general audience, etc.
“Explain to me the difference between a compiler and an interpreter use the programming languages of Python and Java to explain how it affects the code.”
“Design a sorting algorithm of log(n) efficiency. Write it in Java.”
“Using the least squares estimate, solve the following system of equations: 2x - y = 2, x + 2y = 1, x + y = 4.”
Not enough diversity:
Please avoid using the same words in your prompts. So try to use different synonyms for “write” or “give me” or anything else you can think of in trying to make it more diverse. Use synonyms!
More examples here.
Reminders: 

Do not enter any internal, confidential, or personally identifiable information.
Please avoid asking for overly excessive asks like a response with 5000 words. You will have to respond, rewrite, and evaluate these prompts eventually so please make them reasonable 🙂
Write detailed prompts as if you need to delegate your work to someone else. Be very specific about and considerations and expectations that should be taken into account. Complete prompts with multiple pieces of information helps stretch Bee’s capabilities and learning.
Writing a prompt should take you a minimum of around 10 - 15 minutes to write. Please be thoughtful.


Here is a document with more details on complex prompts: Thinking about Complex Prompts



Additional Examples for Reference:


Coding | Code generation

“You are given a matrix of size N x M (1 ≤ N, M ≤ 1000) filled with non-negative integers. You have to find a path that starts at the top-left corner (0,0) and ends at the bottom-right corner (N-1, M-1) such that the sum of integers along the path is minimized. Y∑ou can only move down, right or diagonally right-down and cannot move out of the matrix. Write a function min_path_sum(matrix: List[List[int]]) -> int that takes in the matrix as an argument and returns the minimum sum of integers along any valid path.”


Business - Accounting | Technical accounting memo
“Think like a CPA. Write a technical accounting memo for ASC 606 based on consumption based pricing. The memo should focus on treatment of variable consideration.”


Fitness | Workout plan

"Create a 6 month fitness plan for me. I want it to be on a weekly basis. I can only train on weekdays except Wednesdays, and I can dedicate 6 hours per week to training. In terms of exercises, I would like to focus on upper-body exercises, that cover a wide range of muscle groups. I prefer more repetitions with lower weights, and I want each workout to start with a warm-up and finish with 15 minutes of cardio, preferably running or spinning. Also, make it so that exercises rotate every 2 weeks.”


Travel & Transportation | Travel itinerary

"I want you to be my travel guide, and come up with a travel itinerary for a 10-day trip to Europe for my family of four. We are interested in visiting the following cities: London, Paris, and Rome. We are flexible with our travel dates, but would like to travel during the shoulder season (April-May or September-October) to avoid peak tourist season. We are also open to flying into different cities, but would prefer to have a single itinerary that includes all of the cities we are interested in visiting. We are looking for a travel itinerary that includes the following: Round-trip flights from New York City to each city, Transportation between cities (train, bus, or rental car), Accommodation in a centrally located hotel or apartment in each city, Activities and attractions in each city (museums, historical sites, restaurants, etc.) and travel insurance options. We have a budget of $10,000 for this trip. I would like to receive a detailed travel itinerary that includes all of the information listed above.”


Writing | Essay

Can you compose a 1000 word essay about computer networks with one paragraph as an opening statement about how important computer networks are. The next paragraph is to be about the main components of computer networks including routers and switches. The next paragraph is to be about the main ways people benefit from computer networks. The final paragraph is to be a summary of the essay


Understand | Research

Conduct a research of three scholarly articles from national transition centers on best practices related to transition assessment and/or planning the 3 following areas: (1) post-secondary education, (2) employment/vocational training, and (3) community integration/involvement.  Summarize the findings from each article and the implications on the field of transition. Include references to the CEC K-12 Initial Preparation standards.


Medicine | Explanation

 Imagine that you are a professor of veterinary medicine with a good understanding of your field and the English language and describe calf colibacillosis in detail in an academic style. Use scientific sources such as articles in books and websites of international organizations and government agencies.


Medicine | Step by Step Instructions

How can I make my vinyl records sound better? What steps can I take to improve the audio quality, and protect the records from damage through overuse? Any particular products or techniques that will help? I'm writing a blog on it so need to present the information in a friendly, informative, knowledgeable way. Looking for 900 words, broken down into numbered sections, with an explanation of each.


Social Media | Brainstorming ideas

My small band, XXX, is about to release our first release: a two track EP. We don't have the budget to create a music video. Come up with some engaging, intriguing TikTok video ideas that we can create without filming any video ourselves that can bring in followers and fans starting from zero following.


Writing | Blog Post:

Here's a thought: "As you age it's vitally important to give yourself the room to act like a child, to suspend your adult responsibilities for a little while. The happiest people I know are those that allow their inner-child to come through the most."  Can you extrapolate on this idea into a 500 word blog post, relating it to long-term financial planning and happiness.  The tone should be that of an expert observer.