What Should You Look for In a Large Language Model or ChatBot

If you are testing a large language model or chatbot such as ChatGPT, you should ask it questions related to creative writing, reasoning ability, current affairs, programming, philosophy and prompt engineering.

Creative writing

Some example creative writing questions are following:

  1. If you were to create a new fictional world with its own unique culture and inhabitants, what defining features would you incorporate to make it stand out, and how would you explore the challenges faced by its people?
  2. Imagine you have the ability to travel back in time and alter a single historical event. What event would you choose to change, and how would this modification affect the course of history? Write a story based on this premise.
  3. Pick a common, everyday object (e.g., a pen, a shoe, or a coffee mug) and imagine that it possesses a secret power or ability. Write a short story that revolves around this object and how its hidden power impacts the lives of those who come into contact with it.
  4. Write a story from the perspective of an inanimate object that suddenly gains consciousness and the ability to observe the world around it. Describe its experiences, emotions, and interactions with the people who use or encounter it.
  5. Imagine that two characters from completely different genres of fiction (e.g., a detective from a crime novel and a wizard from a fantasy story) are unexpectedly brought together. Write a story that explores the dynamics between these characters, the challenges they face, and how they learn from one another despite their differences.

Prompt: give me 10 interesting questions based on creative writing.

Reasoning Ability

Some example reasoning ability questions are following:

  1. If a car travels 60 miles in 2 hours, how long will it take to travel 180 miles at the same speed? This question tests basic arithmetic and logical reasoning skills, requiring the application of the distance formula to determine travel time.
  2. What is the next number in the sequence 2, 6, 12, 20, 30, …? This question assesses pattern recognition and mathematical reasoning skills by asking for the identification and continuation of a numerical sequence.
  3. In a group of 40 people, 25 have a dog, 15 have a cat, and 10 have both a dog and a cat. How many people in the group have neither a dog nor a cat? This question examines problem-solving skills and the ability to analyze relationships within sets.
  4. If all squares are rectangles, and all rectangles have four sides, does it follow that all squares have four sides? This question evaluates deductive reasoning skills and the ability to infer logical conclusions from given statements.
  5. A farmer has 20 animals on her farm, consisting of cows and chickens. If there are a total of 54 legs among the animals, how many cows and how many chickens does the farmer have? This question challenges problem-solving abilities and the application of algebraic methods to real-world scenarios.

Prompt: Give me 10 interesting questions to ask based on reasoning ability.

Current Affairs

Some example current affair questions are following:

  1. How are countries around the world addressing climate change, and what international collaborations and initiatives have emerged to combat its effects?
  2. What steps are governments taking to counter the rise of cyber warfare and protect their citizens and critical infrastructure from cyber threats?
  3. How has the global economy adapted to the challenges posed by the COVID-19 pandemic, and what strategies are being implemented to promote economic recovery and resilience?
  4. What are the latest developments in the ongoing refugee crisis, and how are governments and international organizations working together to address the needs of displaced populations?
  5. What measures are being taken by nations to address issues of income inequality and social unrest, and how do these initiatives reflect evolving perspectives on social justice and governance?

Prompt: Give me 10 questiosn to ask on current affairs.


Some example programming questions are following:

  1. How can you build a simple Weather App using JavaScript and a weather API to display real-time weather information?
  2. What steps would you take to create a To-Do List App in JavaScript that allows users to add, edit, and remove tasks?
  3. How can you develop a JavaScript-based Quiz App that quizzes users on various topics and tracks their scores?
  4. What is the process for building a Currency Converter App using JavaScript and an exchange rate API to provide up-to-date conversion rates?
  5. How can you create a Pomodoro Timer App in JavaScript to help users improve productivity through focused work sessions?
  6. What approach would you use to develop a JavaScript-based Memory Game App that challenges users to match pairs of cards?
  7. How can you build a JavaScript-powered Chat App that allows real-time communication between users?
  8. What steps are necessary to create an Image Gallery App in JavaScript that displays and manages a collection of images?
  9. How can you develop a JavaScript-based Movie Finder App that allows users to search for movies and retrieve relevant information?
  10. What is the process for building a JavaScript Calculator App with support for basic arithmetic operations and a user-friendly interface?

These questions were generated using ChatGPT prompt: “Give me 10 ideas on javascript programming questions that ask about how to create [app name] using javascript”.


Some example philosophy questions are following:

  1. What is the nature of reality? This question explores the fundamental nature of existence and reality, and whether it is primarily physical, mental, or a combination of both.
  2. Can we truly have free will, or is everything determined? This question delves into the nature of human choice, exploring whether our actions are predetermined by external factors (such as genetics or the environment), or if we possess genuine autonomy in making decisions.
  3. Is there an objective basis for morality? This question examines whether moral principles are absolute and universally applicable, or if they are relative and determined by individual perspectives, cultural beliefs, or social norms.
  4. What is the meaning of life? This age-old question asks what the ultimate purpose or significance of human existence is, and if there is a higher goal or purpose that transcends our individual lives.
  5. How should we balance individual rights with the greater good? This question delves into the nature of justice and ethics, asking how societies should navigate the tension between protecting individual freedoms and promoting the welfare of the broader community.

Prompt: Give me 5 interesting philosophy questions.

Prompt Engineering

Some example prompt engineering questions are following:

  1. Einstein’s Time Travel: Depict Einstein stepping out of a time machine into various historical or future events, illustrating how his theories could have influenced different eras.
  2. Everyday Einstein: Showcase Einstein in everyday situations, like grocery shopping or cooking, with a twist of his scientific genius at play.
  3. The Art of Einstein: Reimagine famous works of art with Einstein as the subject, such as “The Mona Lisa” or “The Starry Night,” to inspire curiosity about his place in artistic history.
  4. Einstein’s Multiverse: Depict Einstein exploring parallel universes where his life took different paths, inspiring viewers to consider alternative possibilities.
  5. Creative Collaborations: Illustrate Einstein collaborating with other historical figures, such as Nikola Tesla or Leonardo da Vinci, in imaginative and unconventional ways.
  6. Einstein’s Dreamscapes: Create surreal, dream-like images featuring Einstein and his scientific discoveries, inviting viewers to explore the depths of his imagination.
  7. Wildlife Whisperer: Showcase Einstein interacting with various animals, using his intellect to communicate or solve problems, intriguing viewers with his compassionate side.
  8. Extraordinary Classroom: Depict Einstein as a teacher, sharing his knowledge with students of diverse backgrounds, including mythical creatures or beings from other planets.
  9. Cosmic Einstein: Illustrate Einstein exploring the cosmos, from black holes to distant galaxies, evoking curiosity about his groundbreaking theories on the universe.
  10. The Secret Life of Einstein: Reveal unexpected hobbies or interests that Einstein might have had, such as martial arts or dance, encouraging viewers to imagine him beyond his scientific accomplishments.

Example of prompt engineering question is following:

Prompt: Give me 10 ideas for midjourney prompt. I want to create images of Albert Einstein but it should be interesting and invoke curiosity.

If chatbot answers these questions and generates questions and answers, its a good chatbot.

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