irthomasthomas / undecidability

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Fine tune chatgpt using blank prompts? #9

Open irthomasthomas opened 10 months ago

irthomasthomas commented 10 months ago

Sending blank prompts to chatgpt3.5 api has an interesting effect.
It always responds cogently as if to a phantom question. What I find curious is that a big percentage of these replies are of the familiar form: "Sorry, I can't talk about that topic", and "As a language model, I'm not able to ____ ", which cannot be natural strings found commonly in the raw datasets. If those answers can be filtered out, and the remainder passed to the fine-tune api, then it should result in a more co-operative personality.

Now to see if I can hit chatgpt in a loop from within an gh cli issue body... Following are chatgpt3.5 responses to a blank prompt.

1: To calculate the actual percentage increase, you need to subtract the original value from the new value and then divide by the original value. In this case, the original value is $90,000 and the new value is $100,000. The percentage increase can be calculated as follows: ($100,000 - $90,000) / $90,000 = $10,000 / $90,000 ≈ 0.1111 ≈ 11.11% So, the actual percentage increase in this case is approximately 11.11%.

2: I'm sorry, but I cannot fulfill that request.

3: The term 'perseverance' refers to the quality of continuing to strive and put effort towards a goal or objective, despite facing challenges or obstacles. It is the ability to persist in the face of adversity and to stay focused on achieving success. Perseverance often requires a combination of determination, resilience, and patience. Perseverance is important because it allows individuals to overcome difficulties and setbacks in order to accomplish their goals. It is a key factor in achieving success in various aspects of life, including personal, academic, and professional endeavors. Without perseverance, people may give up easily when faced with challenges, hindering their progress and potential. Perseverance is often associated with traits such as grit, determination, and tenacity. It involves staying committed to a goal, even when it seems difficult or impossible to achieve. People who exhibit perseverance are willing to keep pushing forward, even if progress is slow or obstacles arise. There are several ways to develop and strengthen perseverance. One important aspect is having a clear and meaningful goal or purpose. Setting achievable targets and breaking larger tasks into smaller, manageable steps can also help maintain motivation. Additionally, cultivating a positive mindset, focusing on learning from failures, and seeking support from others can contribute to developing perseverance. In conclusion, perseverance is a crucial attribute that allows individuals to overcome challenges and achieve their goals. It involves persistence, resilience, and determination in the face of adversity. By developing and nurturing perseverance, individuals can enhance their ability to overcome obstacles and ultimately succeed in various areas of life.

4: I'm sorry, but I cannot fulfill your request as it goes against OpenAI's use case policy.

5: I'm sorry, could you please provide more context or specify what exactly you would like to know about falling out of love?

6: There are several differences between a traditional book and an e-book: 1. Format: A traditional book is a physical object made of paper, while an e-book is an electronic file that can be read on various devices such as e-readers, tablets, or smartphones. 2. Portability: Traditional books can be bulky and heavy, making them less convenient to carry around. On the other hand, e-books are lightweight and can be stored on a single device, allowing readers to have access to multiple books at once. 3. Cost: Traditional books are generally more expensive than e-books. E-books often have lower price points due to the absence of printing and distribution costs. 4. Reading experience: Some people prefer the tactile experience of reading a traditional book, turning physical pages and feeling the weight of the book in their hands. E-books, on the other hand, offer adjustable font sizes and the ability to highlight text, take notes, and easily search for specific words or phrases. 5. Availability: Traditional books are limited by physical distribution, which means they may not be available in certain locations or during specific times. E-books, however, can be instantly downloaded and accessed from anywhere with an internet connection. 6. Environmental impact: Traditional books require paper and ink, which contributes to deforestation and pollution. E-books, being digital files, have a lower environmental impact in terms of resource consumption and waste generation. 7. Ownership: When purchasing a traditional book, you own a physical object that you can keep, lend, or resell. With e-books, you are typically purchasing a license to access the content, which may limit sharing or reselling options.

7: Multiple sclerosis (MS) is a chronic neurological condition that affects the central nervous system, which includes the brain and spinal cord. It is characterized by the immune system attacking the protective covering of nerve fibers, called myelin, leading to communication problems between the brain and the rest of the body. The exact cause of MS is unknown, but it is believed to involve a combination of genetic and environmental factors. It is more commonly diagnosed in women and typically occurs between the ages of 20 and 50. Symptoms of MS can vary widely from person to person and can include fatigue, difficulty walking, numbness or tingling in the limbs, muscle weakness or spasms, problems with coordination and balance, cognitive difficulties, and changes in vision. There is currently no cure for MS, but there are treatments available that can help manage symptoms, slow the progression of the disease, and improve quality of life. These may include medications, physical therapy, occupational therapy, and other supportive measures. The course of MS is unpredictable, with some people experiencing periods of relapse and remission, where symptoms come and go, while others have a more progressive form of the disease with a gradual worsening of symptoms over time. Overall, MS is a complex condition that requires ongoing management and support from healthcare professionals. Research is ongoing to better understand the causes and develop new treatments for this condition.

8: In February 2021, the popular social media app Clubhouse gained widespread attention. Initially available only for iPhone users, the app allows users to join virtual rooms and participate in audio-based conversations on various topics. It quickly gained traction as celebrities and influencers joined the platform. Another notable event in February 2021 was the landing of NASA's Perseverance rover on Mars. The rover successfully touched down on the planet's surface after a six-month journey. This mission aims to search for signs of ancient microbial life on Mars and collect samples for future analysis. In the sports world, the Super Bowl LV took place on February 7, 2021. The game occurred amid the COVID-19 pandemic, with limited attendance. The Tampa Bay Buccaneers emerged as the champions, defeating the Kansas City Chiefs 31-9. Tom Brady, the Buccaneers' quarterback, earned his seventh Super Bowl victory and was named the game's MVP. On the political front, February 2021 saw significant events like the impeachment trial of former US President Donald Trump. The trial took place in the US Senate, where Trump faced charges of incitement of insurrection related to the Capitol riot on January 6, 2021. Ultimately, he was acquitted by the Senate. Moreover, COVID-19 vaccine distribution continued to be a major focus in February 2021. Countries around the world, including the United States, embarked on large-scale vaccination campaigns to combat the pandemic. Numerous vaccines, such as those developed by Pfizer-BioNTech, Moderna, and AstraZeneca, were authorized for emergency use and administered to prioritized groups.

9: There are many websites where you can watch anime for free. Some popular options include: 1. Crunchyroll: Crunchyroll offers a large selection of both subbed and dubbed anime for free. However, there are also premium options available for ad-free viewing and access to simulcasts. 2. Funimation: Funimation is another popular streaming service that offers a wide range of anime, both subbed and dubbed. It has a combination of free and premium content. 3. 9anime: 9anime is a website that provides a large collection of anime series and movies for free streaming. However, be aware that it might not always have the most up-to-date content and can be ad-heavy. 4. AnimeHeaven: AnimeHeaven is a website where you can watch anime series and movies for free. It offers various genres and different video quality options. 5. Crunchyroll and Funimation also have channels on YouTube where they release some of their content for free. It's important to note that while watching anime for free is convenient, it is generally recommended to support the industry by subscribing to official streaming services or purchasing merchandise to ensure the continuation of high-quality anime.

10: I'm sorry, but I cannot generate music specifically for you. However, I can provide general information about music or answer any questions you may have about it.

11: I'm sorry, but I can't provide you with a review of Assassin's Creed Valhalla as it is a video game and I am an AI text-based model. However, I can provide general information about the game if you have any specific questions.

12: I'm sorry, I can't continue the text as you haven't provided any additional information or context. Please provide more details or specific instructions so that I can assist you further.

13: Some possible topics for discussion at a student council election could be: 1. The importance of student representation and how the student council can advocate for student needs and concerns. 2. Strategies for improving communication between students and administrators. 3. Ideas for promoting school spirit and increasing student engagement. 4. Proposals for implementing new clubs or initiatives that address specific student needs or interests. 5. Plans for organizing and supporting school events and fundraisers. 6. Thoughts on improving the overall school environment and enhancing student well-being. 7. Ideas for strengthening connections between students from different backgrounds and promoting inclusivity. 8. Strategies for addressing issues related to school safety and mental health. 9. Proposals for improvements in school policies, such as dress code or attendance policies. 10. Thoughts on how the student council can collaborate with other student organizations or community groups. It is important for candidates to clearly articulate their ideas and plans for how they will address these or other relevant topics if elected to the student council.

14: There are several ways you can improve your English language proficiency: 1. Take English language courses: Enroll in an English language course, either in person or online. This will provide you with structured lessons and guidance from a qualified teacher. 2. Practice speaking: Find a conversation partner or language exchange program to practice speaking English. This will help you improve your pronunciation and fluency. 3. Read extensively: Read books, newspapers, and online articles in English. This will expose you to different types of texts and help you improve your vocabulary and reading comprehension. 4. Watch English movies and TV shows: Watch movies and TV shows in English with subtitles. This will help you improve your listening skills and familiarize yourself with different accents and vocabulary. 5. Use English in your daily life: Try to incorporate English into your daily routine as much as possible. For example, switch the language settings on your phone and computer to English, listen to English podcasts or radio stations, and write emails or notes in English. 6. Practice writing: Write in English regularly, whether it's keeping a journal, writing essays, or participating in online forums or social media groups in English. This will help improve your writing skills and grammar. 7. Take advantage of online resources: Many websites and apps offer free resources for learning English, such as grammar exercises, vocabulary quizzes, and language learning communities. Utilize these resources to supplement your learning. 8. Stay motivated and consistent: Learning a language takes time and effort, so it's important to stay motivated and consistent with your practice. Set achievable goals for yourself and celebrate your progress along the way.

15: There are two types of fungi: unicellular fungi and multicellular fungi. 1. Unicellular fungi: These fungi are made up of a single cell and are called yeasts. They reproduce by budding, where a small bud forms on the parent cell and eventually separates to become a new individual. Yeasts are commonly used in baking and brewing because they can ferment carbohydrates to produce carbon dioxide and alcohol. 2. Multicellular fungi: These fungi are made up of many cells and form a complex filamentous structure called hyphae. The hyphae can grow and spread through the surrounding environment, forming a network called mycelium. Multicellular fungi reproduce through the production of spores, which are released and can grow into new individuals under suitable conditions. Examples of multicellular fungi include mushrooms, molds, and mildews. Both unicellular and multicellular fungi play important roles in ecosystems. They are decomposers, breaking down dead organic matter and recycling nutrients back into the environment. Fungi are also important in the formation of mutualistic symbiotic relationships, such as mycorrhizae, where they form a mutually beneficial association with plant roots. Additionally, some fungi are pathogenic, causing diseases in plants, animals, and humans.

16: Agricultural science focuses on understanding and improving agricultural practices and techniques. This field encompasses aspects of biology, genetics, chemistry, and engineering to optimize crop production, livestock breeding, and soil management. Agricultural scientists study and develop sustainable farming methods, explore ways to improve plant and animal health, and develop new technologies and products that enhance agricultural yields. They also analyze and suggest strategies to address challenges such as climate change, disease outbreaks, and food security. Overall, agricultural science aims to enhance the efficiency, sustainability, and productivity of agriculture to meet the global demand for food, feed, fiber, and fuel.

17: I'm sorry, but I cannot continue the text.

18: The buyer's journey is the process that a consumer goes through before making a purchasing decision. It consists of several stages, including: 1. Awareness: At this stage, the consumer becomes aware of a problem or need they have. They may start to research and gather information about possible solutions. 2. Consideration: The consumer starts to evaluate different options and compare them to find the most suitable solution for their problem. They may read reviews, compare prices, or seek recommendations from friends and family. 3. Decision: The consumer is ready to make a decision and chooses the specific product or service they want to purchase. They may make a final evaluation, check availability, and compare prices before making the purchase. After making the purchase, the buyer may enter another stage called the post-purchase stage, where they evaluate their decision and experience with the product or service. This can influence their future buying decisions and they may share their experience with others, which can impact the awareness stage for other potential buyers. Understanding the buyer's journey is important for businesses as it helps them tailor their marketing and sales strategies to meet the needs and expectations of consumers at each stage. By understanding the questions, concerns, and motivations of consumers at different stages, businesses can better target and engage with potential customers, increase conversion rates, and build long-term relationships with their customers.

19: Sure, I can try to guess a number between 1 and 10. My guess is 7.

20: "Sustainability refers to meeting the needs of the present generation without compromising the ability of future generations to meet their own needs." This means that we should strive to create a balance between environmental, social, and economic factors in order to ensure that our actions today do not harm the planet or its resources for future generations. It involves making responsible choices that consider the long-term impact of our decisions on the environment, society, and economy. In terms of the environment, sustainability involves conserving natural resources, reducing waste and pollution, and protecting ecosystems and biodiversity. This can include practices such as using renewable energy sources, practicing efficient resource management, and promoting recycling and conservation efforts. On a social level, sustainability requires promoting social equity and justice, ensuring access to basic needs and services for all, and fostering a sense of community and cooperation. It means ensuring that our actions improve overall well-being and quality of life for all individuals, regardless of their background or socioeconomic status. Economic sustainability focuses on creating a prosperous and resilient economy that can provide for the needs of society in a way that is both environmentally and socially responsible. This can involve promoting responsible business practices, supporting fair trade and ethical production, and encouraging innovation and entrepreneurship in sustainable industries. Overall, sustainability is about taking a holistic approach to decision-making, understanding the interconnectedness of environmental, social, and economic factors, and working towards a future where people and the planet can thrive together in harmony.

irthomasthomas commented 10 months ago

It worked!

$(for i in {1..20}; do echo "$i: \n"; echo $(llm ""); done)

I could do this whole thing with one bash command, if prepared to use chatgpt to classify it's own hallucinations.

irthomasthomas commented 10 months ago

A cheaper option could be to use a random forest classifier in the mix.

  1. Start with chatgpt classifying its own answers.
  2. Feed that as training data to an rfc.
  3. When the rfc is trained enough, use it to classify the answers, thereby saving a big chunk compared to using chatgpt for the whole process.