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jcmarchi · 4 months ago

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Mastering the Art of AI Prompts: 5 Techniques for Advanced Users

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Mastering the Art of AI Prompts: 5 Techniques for Advanced Users

The use of large language models (LLMs) like ChatGPT is exploding across industries. Even scientists are leaning on AI to write or at least polish their work. A recent analysis of five million scientific studies published in 2023 found a rapid increase in certain words, such as meticulous, intricate, and commendable. The reason for this increase? The use of LLMs.

AI’s impact is already massive, rapidly transforming the workplace. But we’re still at the early stages, trying to strike a balance between harnessing AI without leaning too much on it and compromising quality. At my company Jotform, we have incorporated AI tools to automate tedious tasks, or as I call it, “busywork,” and free up employees to focus on the meaningful work that only humans can do. I view AI tools like ChatGPT as valuable resources—low-cost, efficient AI assistants. But as anyone who’s used ChatGPT will tell you, it’s not 100% reliable or accurate. And it’s only as effective as the prompts you give it.

I recently asked ChatGPT how to develop your prompt engineering skills. The first response was: “Experimentation and Iteration: Continuously experiment with different types of prompts and refine them based on the AI’s outputs. Track what works and what doesn’t, and iteratively improve your prompts.”

In other words, practice makes perfect.

With this in mind, here are my top strategies for taking your prompt writing to the next level.

Try meta-prompts

Communication is the lynchpin of a successful relationship. Understanding how people communicate and how to best communicate with them can help grow a stronger bond and overcome inevitable misunderstandings when there is a disconnect between words and intentions or emotions. In the same vein, your interactions with ChatGPT can vastly improve if you explicitly ask it how to best communicate with it. I regularly ask ChatGPT how to phrase prompts in order to get the information or feedback I’m seeking. The more information you give ChatGPT about the results you’re after, the better it can help you generate an effective prompt.

Here’s a sample meta-prompt:

“How would you phrase a prompt to get detailed feedback on an article from ChatGPT? What information would you include to get the most relevant insight?”

In seconds, ChatGPT churned out a prompt template with a brief explanation of why it included each part of the prompt. This kind of insight helps you write better prompts in the future.

Make it an ongoing dialogue

In most research tools, each query is isolated. You can’t build on a previous search to refine or dig deeper. ChatGPT has the advantage of enabling you to continue a thread, just like a dialogue between two people—a Socratic dialogue, if you will, where you are the teacher and ChatGPT is the student. I find this capability especially useful if I’m new to a subject and would like to begin with a basic level of understanding before diving into the nitty gritty.

To engage in dialogue with ChatGPT, start with a broad prompt and refine the subsequent prompts based on the responses.

A sequence of prompts might look like this:

“In a few sentences, can you explain the mechanics of a tennis serve?”

“Why does the server shift their weight from the back foot to the front foot?”

“Can you briefly explain kinetic energy transfer?”

This technique can help you to get more nuanced responses and explore areas and perspectives you might not have otherwise considered.

Give ChatGPT a reference text

ChatGPT can be a bit of a smooth talker. Ask it about any subject under the sun and it will happily wax poetic for as long as you’d like. The rub: it’s not always accurate. That’s why providing ChatGPT a reference text can help ensure the replies you receive are grounded in reliable sources.

As OpenAI explains, “In the same way that a sheet of notes can help a student do better on a test, providing reference text to these models can help in answering with fewer fabrications.” Feed ChatGPT the sources that you already know and trust and let the LLM extract the information you need.

The prompt could be:

“Use the following article in quotes to answer questions.”

ChatGPT: Sure, please go ahead and provide the articles you’d like me to use for answering your questions.

Then, provide ChatGPT with the article (title and publication will usually do the trick) and your questions.

Assign ChatGPT a role

One of the most useful, and admittedly fun, capabilities of ChatGPT is to adopt different personas. You probably know the parable of the blind men and the elephant. Each man feels a different part of the elephant and describes the animal based on their limited perspective. As humans, we tend to assume our reality is correct even when it’s based on a limited point of view. Incorporating various perspectives empowers us to understand something more fully.

By simply instructing ChatGPT to adopt a persona, we can get a new perspective.

Consider these two prompts and personas:

Prompt: Rewrite the following text from the perspective of a poet: A bridge over water connects two lands.

ChatGPT:

Between shores, where rivers dance and whisper, A bridge, slender and resolute, spans the liquid silver, Uniting distant lands with an arch of promise, A testament to the yearning of hearts and soil.

Prompt: Rewrite the following text from the perspective of an engineer: A bridge over water connects two lands.

ChatGPT

A bridge over water functions as a structural solution, effectively connecting two separate landmasses. It spans the gap with precision-engineered materials, ensuring stability and durability while facilitating transportation and communication between the two regions.

At Jotform, our marketing team might use this technique to examine an issue from the perspective of different buyer personas. It’s a simple technique with myriad use cases.

Model the reply you want

While ChatGPT might not be the most reliable narrator, it is extremely logical. Rather than trying to describe the response you want, which can be surprisingly challenging, you can give ChatGPT an example and it will apply the same logic.

Let’s say I’m working on a marketing campaign and want to use ChatGPT to come up with snappy, compelling copy.

I could use the following prompt:

Prompt: “I will write words and I’d like you to come up with a corresponding adjective. For example, if I write ‘pretty,’ you might write “more beautiful than the stars in the sky.”

ChatGPT:

Of course, I’m ready! Please provide the words you’d like me to transform.

Me: nervous

ChatGPT: Nervous as a leaf trembling in the gale of a tempest.

I might consider that on second thought, that’s not the tone I’m after. So I tweak the prompt.

Prompt: I will write words and I’d like you to come up with a corresponding adjective. For example, if I write ‘pretty,’ you might write “cuter than the prize-winning pig at the Texas State Fair.”

ChatGPT: Got it! Please provide the words you’d like me to transform.

Me: nervous

ChatGPT: Nervous as a cat at a rocking chair convention.

In this case, I’d get an idea for my marketing copy—and a chuckle, at no extra charge.

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josenoelrobles · 5 months ago

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Mastering ChatGPT: Strategies for Effective Prompt Crafting to Elevate Your Skills from Novice to Expert

In today's digital landscape, harnessing the power of AI-driven language models like ChatGPT can significantly enhance both personal and professional endeavors. This detailed guide will walk you through creating highly effective prompts, ensuring you get the most out of this revolutionary technology. By the end, you'll not only understand how ChatGPT works but also master the art of crafting prompts that yield precise and useful responses. Let's dive into the world of AI prompting and uncover how you can transform your interactions with ChatGPT. Understanding ChatGPT: The Basics ChatGPT, developed by OpenAI, is an AI-driven language model designed to generate human-like responses in conversations. Thanks to advanced deep learning algorithms, ChatGPT can understand and reply to a wide range of prompts, making it an invaluable tool for various applications, from customer service to creative writing. How ChatGPT Works: ChatGPT processes user inputs, referred to as prompts, and generates relevant responses. It uses neural networks and context-aware processing to understand and respond to queries, making interactions feel natural and seamless. Crafting High-Quality Prompts Creating effective prompts is key to receiving accurate and relevant responses from ChatGPT. Here are some essential practices: - Be Clear and Specific: Ensure your prompts are easy to understand and well-formatted. The more specific your input, the better the output. For example, instead of asking, "Tell me about some popular songs," you could ask, "What are the top 20 most popular songs of all time according to the Billboard Hot 100 chart?" - Provide Context: Give enough background information to help ChatGPT understand the context of your query. This will enable the model to generate more relevant and accurate responses. - Use Follow-Up Prompts: Engage in an ongoing conversation with ChatGPT. If the initial response is not satisfactory, ask follow-up questions or request more details. Practical Applications of ChatGPT Here are some practical examples demonstrating how to effectively use ChatGPT for various tasks: 1. Business Applications: - Ad Copy: Prompt: "Generate a compelling advertisement for my product ________." - Client Profiles: Prompt: "Create the ideal client profile for a company that sells natural, vegan meals and desserts." 2. Educational Uses: - Lesson Plans: Prompt: "Generate a lesson plan for a high school history class on Ancient Egypt." - Language Learning: Prompt: "Act as if you are my Korean teacher and have a class with me for the day." 3. Content Creation: - Blog Posts: Prompt: "Generate a blog post about the benefits of remote work for productivity and work-life balance." - Social Media Content: Prompt: "Create a list of 5 social media posts for a new book launch. Include hashtags and the content." 4. Personal Productivity: - Meal Planning: Prompt: "Create a healthy, vegan 7-day meal plan." - Motivational Coaching: Prompt: "Act as if you are a motivational coach. Provide encouraging affirmations and practical strategies to help me develop a better mindset to reach my goals." Overcoming Challenges with ChatGPT While ChatGPT is a powerful tool, it has its limitations. Here are some tips to navigate common issues: - Handling Inaccurate Information: If ChatGPT provides incorrect information, correct it within the chat. This feedback helps improve the model's future responses. - Avoiding Content Restrictions: ChatGPT has built-in content restrictions to prevent generating harmful or offensive material. Be mindful of these guidelines to ensure ethical and responsible use of the technology. - Protecting Your Data: Avoid submitting sensitive or proprietary information to ChatGPT. Always back up important data and be cautious about sharing personal details. Conclusion Mastering the art of creating high-quality prompts for ChatGPT can significantly enhance your ability to leverage this AI model for various applications. Whether you're using it for business, education, or personal productivity, clear and specific prompts are essential for obtaining the best results. As you become more familiar with ChatGPT, you'll discover new and innovative ways to integrate this technology into your daily life, making your tasks more efficient and effective. Source: Mastering ChatGPT: Create Highly Effective Prompts, Strategies, and Best Practices to Go From Novice to Expert by TJ Books. Read the full article

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soubhagyaside · 11 months ago

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OpenAI’s Guide To Prompt Engineering: 10 Tips To Know About ChatGPT

OpenAI released a guide to better search and generate good results from large language models like GPT-4 also known as GPT models.

OpenAI tries to give better results for searchers, so they have released the documentation

Here you can see the tactics that you can use to generate good results via their LLMs and you can also see the prompt engineering guide.

What Is Prompt Engineering

Prompt Engineering often refers to skills of crafting better results from large models or computer systems with some set of precise instructions.

Computers can’t read your mind or know what you need but if you write precise instructions then LLMs can give you the desired results.

Let’s say you want Dalle to draw a picture of a cat. If you just say “Draw something”, it will randomly generate anything.

But if you say “Draw a beautiful cat with green eyes with a pink bow standing next to a dog”, then it will give you specific instructions based on your prompts. They are called Prompts.

Let’s look at some other examples:

Normal Prompt: “Translate this sentence.”

Engineered Prompt: “Translate the following English sentence into French: ‘Hello, how are you today?’”

Normal Prompt: “Help me with this code.”

Engineered Prompt: “I’m trying to create a loop in Python to print numbers from 1 to 10. Provide a code snippet and explanation.”

Normal Prompt: “Solve this math problem.”

Engineered Prompt: “Calculate the area of a right-angled triangle with a base of 8 meters and a height of 5 meters.”

Now you know the basic understanding of prompt engineering. Let’s look at the guide of OpenAI to understand more about prompt engineering and this will help you to better interact with ChatGPT and other LLMs.

1. Write Clear Instructions For LLMs

Models can’t read your mind or know what you want. You have to give them a proper set of instructions.

If you don’t like the format, tell them the format you want. If you don’t like the replies or it’s too long, ask for another reply or to make it simpler to understand.

Include more details in your prompts to generate relevant answers.

Ask the model to adapt the persona you want.

Use delimiters like quotation marks, and XML tags to demonstrate a prompt to treat differently.

Specify the steps required to complete a task briefly

Provide the type of result you want with examples

Specify the length or any other output to give to the chatbot.

2. Provide Some References

Language models can give you fake answers or fabricated citations, URLs, and answers.

You have to give some reference text to these models so they can help you answer less fabricated or more accurate answers.

But you can’t fully rely on an LLM to give the important questions answer, so fact-check these results and them if it is correct or not.

Instruct the model to give answers using reference texts.

Instruct the model to answer with citations from a reference text.

3. Split Multiple Tasks Into Simpler Sub-Tasks

Like, you divide your complex or hard tasks into some simple tasks, the same way you can instruct the large models of the complex tasks into some simpler subtasks so that the chatbot can give you better results.

Complex answers tend to have high error or misinformation so you can give prompts with some simple tasks to give you the result.

Use intent classification to figure out what the user is asking for in a query.

For long conversations in chat applications, give a short summary or filter out unnecessary parts of the previous chat.

Break down and summarize long documents part by part, and then put together a complete summary step by step.

4. Give Time To Generate The Result

You can’t suddenly multiply some complex math problems, but with time you will be able to solve them.

Similarly, LLMs make more reasoning errors when you try to answer fast rather than taking time to work out answers.

Encourage the model to find its solution first instead of quickly deciding.

Make the model think through things internally or ask a series of questions to keep its reasoning hidden.

Check with the model if it overlooked anything in previous attempts.

5. Use Necessary And Useful Tools

LLMs perform best when you give them plenty of references. You can feed the models from the outputs of other tools.

OpenAI has another tool like OpenAI’s Code Interpreter that can help you do the math and run code.

So, if another tool can perform better and give a much more reliable answer, consider using tools and language models to generate better results.

Efficiently find information by using embeddings-based search for knowledge retrieval.

Enhance accuracy by allowing the model to execute code or connect with external APIs for calculations.

Enable the model to use specific functions for better performance.

Wrapping Up…

In conclusion, mastering the art of prompt engineering is the key to unlocking the full potential of large language models like GPT-4.

OpenAI’s guide tells you the importance of providing precise instructions to these models to get better results.

Remember, computers can’t read minds, but they excel at following well-crafted prompts.

Use these tips and tactics to generate much more specific and satisfying results with ChatGPT or any other chatbots.

Get to know the latest AI tools with the AI Newsletter — Subscribe HERE!

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ikari-jpg-blog · 1 year ago

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How to Leverage ChatGPT for Building a Website

When developing a website, you'll want to ensure your content stands out. This is where comprehensive ChatGPT prompts come into play. They guide the creation of engaging copy and foster improved SEO.

Leveraging these tailored queries can help shape concise, relevant content that resonates with both users and search algorithms. With well-crafted prompts as a foundation, watch as your site becomes not just functional but compelling—a true destination in its niche.

Understanding ChatGPT's Role in SEO

ChatGPT transforms SEO by making content that talks to people like you want it. This AI digs into big data, pulling out keywords rich in value for e-commerce or any area you push into. It does this quickly and smartly, considering how often the word is used, rivals' strength and how well it fits your aim.

Imagine you're at a New York SEO firm; ChatGPT helps with finding phrases locals search for most. There is no need to guess. Get words that win clicks but aren't too tough to rank for. Plus, check what other agencies do; see their service lists straight up.

Get long-tail terms easy on the competition yet spot-on for "New York SEO." These are gems if targeting nearby clients matters a ton. You can put together key questions folks ask about local SEO's worth around New York spots while also spotlighting successful stories using those right keywords.

Integrating ChatGPT into Your Website Strategy

As you dive into integrating ChatGPT prompts for your website strategy, start with the end in mind. First, set clear goals to shape your web presence. Do you wish to display work or sell online?

Determine necessary features based on these goals. Next up: select a host that enhances performance; think storage and uptime reliability here. Customize design elements like colors and fonts—these echo your brand's voice visually.

SEO is imperative; weave in keywords smartly within metadata and image text descriptions. Ensure all site components function flawlessly across different browsers, too. Before going live, test everything thoroughly.

Keep evolving through regular updates informed by user feedback alongside stringent security practices. Remember, this approach guarantees not just any website but one that effectively meets its objectives while captivating visitors at every turn.

Crafting Compelling Content with ChatGPT Prompts

To craft content that sticks, guide ChatGPT with clear prompts. Give it the basics and think of facts or features tied to your topic. Let's say you're working for Buffer; pinpoint what sets it apart, like their top traits.

Input these into ChatGPT along with Buffer’s voice style and branding details. This primes the AI to spin out replies tailored just for them—it can't trawl the web on its own yet! So feed it all relevant info directly if you expect spot-on responses aligned with specific needs or brand elements.

Tailoring Meta Tags Using ChatGPT Insights

When crafting meta tags, using ChatGPT effectively demands specific prompts. You shape outputs according to your instructions. Remember, well-crafted phrases yield precise responses from the AI.

For best results, provide clear context in your prompts; detail out what you aim for in these snippets that users see on search engine results! To tailor meta tags reflecting your brand voice and focus, feed ChatGPT key details—like Buffer does by inputting its Brand Kit into the tool's prompt chat alongside product features. This way, the output aligns closely with the company's uniqueness.

Keep things detailed but concise within those character limits of a typical tag!

Adapting to Algorithm Changes with ChatGPT

When you're working with ChatGPT, it's all about the prompts. You give these instructions to get creative and useful answers back. Think of a prompt as a key that unlocks what you need from ChatGPT’s vast knowledge.

It could be anything—a question or just something for thought. Here's how: start simple, like “Tell me a story where someone finds they can do amazing things.” Based on this, ChatGPT rolls out ideas that are either short or long-winded—your call! These responses can kick off your own piece; take those concepts and run with them!

Toss follow-up questions into the mix! Wondering about hurdles our super-folk might hit? Ask away—"What tough spots could come up?" With each answer, remember—it gets close but may not nail it every time.

To make sure your talks stay fresh and factual, grab that must-have Chrome addition—WebChatGPT is its name. Pulls in top Google hits right when crafting those crucial prompts! Just watch out—even AI trips sometimes make stuff up without realizing it.

Lastly, try reverse engineering with Chat GPT itself to decode its response patterns—that way, you'll sharpen your strategy for future interactions.

To effectively harness ChatGPT for website creation, carefully crafted prompts are essential. These enable you to tap into the AI's vast capabilities, from layout design suggestions to content generation; they streamline development and can enhance user engagement. Remember, specificity in your requests yields more tailored results.

Monitoring SEO Performance Post-ChatGPT Implementation

To track SEO success after including ChatGPT in your process, begin with keyword outcomes. See if the phrases that you chose based on ChatGPT suggestions are drawing more visits to your site. Look at web traffic data for these specific terms; a boost suggests good choices were made.

Next, examine how effective long-tail keywords from ChatGPT have been. Since they target precise user queries, any rise in conversion rates could mean those additions hit the mark well. Don’t overlook competitor analysis either—compare their keyword strategies against yours, adapted by ChatGPT insights to gauge competitive edges gained or lost over time.

Lastly, regular monitoring using advanced tools can streamline ongoing optimization efforts and show where further adjustments may be necessary.

#chatgpt #SEO success #seo

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waqaswahla · 1 year ago

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Jasper AI vs ChatGPT: A Head-to-Head Comparison 2023

Artificial Intelligence has made significant strides in recent years, revolutionizing various industries and transforming the way we interact with technology. Two prominent AI models, Jasper AI and ChatGPT, have garnered attention for their impressive capabilities in natural language processing and understanding. In this head-to-head comparison, we will explore the strengths and weaknesses of both models and shed light on their unique features.

Jasper AI: The Cutting-Edge Conversational AI Jasper AI, developed by a team of researchers at a renowned AI lab, represents the latest advancements in conversational AI models. This state-of-the-art system has been specifically designed to excel in understanding and generating human-like text, making it an ideal choice for chatbot applications.

Strengths of Jasper AI:

Contextual Understanding: Jasper AI exhibits remarkable contextual understanding, thanks to its sophisticated architecture. It can grasp the nuances of a conversation and respond coherently, incorporating previous messages into its replies.

Natural Language Generation: One of Jasper AI's standout features is its ability to generate highly fluent and coherent responses. It produces text that closely resembles human speech, making interactions with the AI model feel remarkably natural.

Rich Interactive Capabilities: With Jasper AI, users can experience interactive conversations that go beyond simple question-and-answer exchanges. It can engage users in meaningful discussions, offering suggestions, recommendations, and even displaying a sense of humor.

Weaknesses of Jasper AI:

Training Data Requirements: Jasper AI demands an extensive amount of training data to achieve optimal performance. Fine-tuning the model to specific use cases may require substantial computing resources and expert knowledge.

Comprehension of Ambiguous Queries: While Jasper AI excels in understanding context, it can sometimes struggle with ambiguous queries or vague user inputs. This limitation can lead to less accurate responses or the need for additional clarification.

ChatGPT: The Language Model Powerhouse ChatGPT, based on the GPT-3.5 architecture, has gained widespread popularity for its ability to generate coherent and contextually relevant text across a range of applications. It has been trained on a vast corpus of data, making it a versatile tool for various conversational tasks.

Strengths of ChatGPT:

Broad Knowledge Base: ChatGPT's training data encompasses a wide array of topics, enabling it to provide informative responses on a vast range of subjects. It can provide explanations, answer factual questions, and engage in diverse conversations.

Flexibility and Adaptability: ChatGPT is highly flexible and can be fine-tuned for specific tasks or domains. This adaptability empowers developers to customize the model's behavior and tailor it to suit their unique requirements.

Improved Handling of Ambiguity: Compared to previous iterations, ChatGPT has demonstrated improved handling of ambiguous queries. It can often ask clarifying questions to better understand user intent and generate more accurate responses.

Weaknesses of ChatGPT:

Occasional Lack of Coherence: While ChatGPT generally generates coherent responses, it can sometimes produce outputs that lack logical structure or veer off-topic. This issue arises due to the model's focus on generating creative and diverse responses, which can occasionally sacrifice coherence.

Sensitivity to Input Phrasing: ChatGPT's responses can be influenced by slight changes in the phrasing of user inputs. It may produce different outputs based on small modifications, sometimes leading to inconsistencies in the conversation.

Conclusion: Both Jasper AI and ChatGPT are remarkable AI models with their own strengths and weaknesses. Jasper AI shines in contextual understanding and natural language generation, delivering highly fluent and interactive conversations. On the other hand, ChatGPT offers a broad knowledge base and impressive adaptability, making it a versatile tool for a wide range of conversational tasks.

The choice between Jasper AI and ChatGPT ultimately depends on specific use cases and requirements. Developers and businesses should carefully consider the strengths and weaknesses of each model to determine which one aligns better with their objectives. As AI technology continues to evolve, it is exciting to witness the advancements in conversational AI and the positive impact it has on various industries.

#seo #twitter x #tumblr milestone

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diinfotechin · 1 year ago

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Facts About ChatGPT You May or May Not Know

Every IT company in Delhi, Mumbai, Bangalore, and the rest of the country are talking about the recent AI sensation – ChatGPT. And as a leading custom software development company in Delhi ourselves, we wanted to get chatty about this OpenAI too and are here to discuss a few amazing facts about ChatGPT that you may or not know.

As you are well aware by now, ChatGPT (GPT stands for Generative Pre-trained Transformer) is an AI-based language processor created by San Francisco’s Open AI. Its distinctive feature is that it can have a proper conversation with a person and generate easy-to-understand answers on a wide range of topics and questions based on previous conversations.

ChatGPT is very strong, and while it has plenty of drawbacks, it has some unique features and characteristics that make it worth a try. Let us see the top interesting facts about our sensational celebrity, ChatGPT.

Interesting Facts About ChatGPT You May (or Not) Know

ChatGPT is the only successful public chatbot in the past decade. And the reason is that it is bold, easily available, and fun. Google, Meta, and several other startups and big names have developed AI generative tools, some as capable as ChatGPT, but none was made for public use.

Meta had a chatbot called Blenderbot even before ChatGPT was released. But it was so cautious with its reply that users found it dull.

It can understand responses in many languages, such as English, Spanish, German, Tamil, Telegu (saw Naatu Naatu), French, Sinhalese, Hebrew, Hindi, Bengali, Korean, Japanese, Portuguese, and many more. However, we cannot tell the exact number of languages as it depends upon the dialect and variations. Its language understanding ability is also based on factors like the quality and quantity of the training data.

ChatGPT is much like TARS and CASE, the robots from the movie Interstellar. Meaning it is friendly and witty. Most Chatbots in the past, including GPT-3, when did not understand a prompt or question, generated unrelated facts or became too robotic.

So, the users had to alter their cues, or the bot rephrased the question. However, ChatGPT can conversationally ask you if it does not understand your question rather than rephrasing the query like how Google browser does, just like how a friendly robot would.

As the best software development company in Delhi NCR, our content creators also use the tool for content inspiration. However, they modify the output to add a human touch and personalize it based on our customers.

ChatGPT was created by OpenAI, an International AI Research Institute. OpenAI was founded by Elon Musk. When Elon Musk learned that OpenAI was training ChatGPT with Twitter’s database, he immediately stopped this exercise.

However, ChatGPT was also trained from other diverse resources, such as news articles, scientific journals, books, social media posts, etc., to understand human language and generate human-like responses.

DALL-E, also created by Open AI, is an AI tool that can generate images from any natural language text prompt using computer vision techniques and AI. It is a powerful tool that can be used for a wide range of applications, such as graphic design, art, visual storytelling, and so on. Interestingly, its name is derived from the surrealist artist Salvador Dali and the famous animation character WALL-E.

When asked about ChatGPT’s goal, its response was: “My main goal is to assist and enhance human communication and learning, and I am constantly being improved to better serve this purpose.”

The tool can also write song lyrics and poems using natural language generation techniques in a variety of styles and genres. However, since it does not experience emotions like humans or have any personal experience, the output may not be meaningful and emotionally impactful.

Since ChatGPT is created by humans and made of people, it contains human biases, conclusions, and errors.

ChatGPT does not have live data. It is an offline model data available till 2021. And therefore, content creators or researchers of top software companies in Delhi must cross-check facts and trends before taking inspiration from ChatGPT’s outputs. For instance, when we asked ChatGPT about Naatu Naatu and The Elephant Whisperers’ Oscar awards, it responded, stating that the year 2023 hasn’t arrived for it yet.

ChatGPT is by far the best/ generative AI-based technology we have seen in the last decade.

It is amazing but also quite frightening to learn from top software companies in Delhi that ChatGPT can do any task for you, which raises a concern about whether it will replace programmers, content creators, and researchers.

While ChatGPT is getting everyone’s attention, particularly the custom software development company in delhi, the reality is that it is already two years behind. And the tool is still in its early development stage. However, it is remarkable how this Generative AI program has changed our work as digital creators.

What do you do with ChatGPT as an IT company in Delhi? Let us know in the comments below.

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allaboutai · 1 year ago

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Maximizing the Potential of ChatGPT: Unleashing the Power of AI Conversations

Introduction: In the ever-evolving world of artificial intelligence, ChatGPT has emerged as a groundbreaking language model. This powerful tool, developed by OpenAI, enables users to engage in dynamic and insightful conversations with an AI assistant. In this blog post, we will explore the best practices for utilizing ChatGPT and harnessing its capabilities to their fullest extent. Whether you're a developer, content creator, or curious individual, here's how you can make the most of ChatGPT's potential.

To leverage ChatGPT effectively, it's crucial to grasp its fundamental workings. ChatGPT is built on the GPT-3.5 architecture, which enables it to generate human-like responses based on the context provided. By comprehending how the model processes and generates text, you can make informed decisions to shape your interactions and obtain optimal results.

When engaging with ChatGPT, structuring your conversations plays a vital role in obtaining accurate and meaningful responses. Start with a clear and concise introduction to set the context. Provide relevant information and ask specific questions to guide the AI's responses effectively. Break down complex queries into smaller parts for better comprehension.

Providing Context: Context is key when using ChatGPT. To enhance the accuracy and relevance of responses, ensure that you provide sufficient background information. Include relevant details, mention any previous statements, and refer to specific points in the conversation. This context aids the AI model in understanding the nuances and generating more coherent replies.

Prompting: ChatGPT responds dynamically to iterative prompting, allowing you to refine and narrow down the desired output. By building upon previous responses, you can steer the conversation towards specific areas of interest. Experiment with different iterations, adjusting prompts or questions, to achieve the desired outcome.

Handling Ambiguity: At times, ChatGPT may provide responses that lack clarity or accuracy. It's important to remember that the model is not perfect and may occasionally produce uncertain or incorrect answers. As a user, it is your responsibility to verify and critically evaluate the generated content. Exercise caution, fact-check when necessary, and interpret the AI's responses accordingly.

Conclusion: ChatGPT represents a remarkable milestone in AI technology, empowering users with the ability to engage in insightful and interactive conversations. By understanding the model's functioning, structuring conversations effectively, providing context, leveraging iterative prompting, and handling ambiguity, you can unlock the true potential of ChatGPT. Embrace this powerful tool as a means to enhance creativity, explore new possibilities, and embark on captivating AI-driven dialogues.

#a.i.#artificial intelligence #chatgpt #seo agency

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imoteb · 2 years ago

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#IFTTT #Imoteb Magazine

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fretzigirl · 3 years ago

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"Understanding the Relevance of Information and News Literacy in the Media of Social Era"

Media literacy may be a assortment of skills that empower people to dissect, assess, and create messages in a very wide assortment of media modes, classes, and arrangements. The impact of the media ought not be disparaged. By mid-immaturity, kids have watched an extended time of TV—additional time than they're going through with instructors in class. augment that figure the hours gave to riding the web, enjoying laptop games, looking recordings and DVDs, being attentive to the radio, and reaching to films, and also the media's impact seems to be clear. By aiding our adolescents become media educated, we are able to assist with shielding them from pressures from commercial enterprise and completely different media structures to smoke, drink, use drugs, know, or eat undesirable food varieties. we tend to to boot will assist them with building relative skills, urge them to contemplate numerous translations of media messages, place depictions of themselves in addition as people in context, and any develop media use propensities, like dynamical ceremonial review practices. what is additional, we are able to any develop the media use propensities for the entire family and advance additional proactive conduct among all relatives. Media education is not media slamming; the target is not to mock the media. Media area unit prevailing powers in our method of life and a big piece of our teens' lives. Media have to be compelled to be assessed genuinely, not reviled. Media proficiency is likewise no silver shot or enchantment wand; it will not promptly tackle the whole thing of our problems. In any case, it's our greatest safeguard in opposing management and keeping a viewpoint on the images and messages that area unit a bit of media and generation. As you utilize these skills reception, call up that the core of media proficiency lies within the spoken language. There area unit various exercises that you simply will do along with your kids, but nothing may be a higher priority than consulting with them regarding what we tend to watch, hear, and read. Keep conversations loose; this removes the warmth from adolescents to urge the "right" reply. lengthen their thoughts and guide them to primarily analyze what they see and listen to. certify to still take a look at the acceptable response, as this assists vernal with peopling grow their contemplations.

This assists them with centering and assists U.S. with seeing however they see what they see. It does not create any distinction such loads of what queries you ask; the many factor is to urge youth to speak and challenge what they see and listen to.Despite the fact that traditional media such as newspapers, television, and radio stations have used technology to maximize output, the growing trend of Internet usage is having an impact on the fall in the use of traditional media. Increased access to social media as a new kind of mass media in society is accompanied by an increase in the number of internet users.Because of the widespread usage of the Internet and the growing number of social media users, traditional media outlets are increasingly directing their content to the Internet, notably through social media. The traditional media began to move their content online, allowing audiences to access media content through internet news sites and cellphones. This allows the audience to stay up to date with the latest information and news while responding to a quick message from a buddy without having to turn on the television.Because users can not only absorb the information offered on social media, but also submit immediate response, it has a significant impact on public opinion. By default, each user's own opinion on some problems may have been influenced by input from other users. This is why social media is so crucial for certain groups whose goal is to persuade a group of people to adopt a specific viewpoint on a topic.

#MILEntry3

G12 HUMSS 8 ( GROUP 2)

Azaron, Gwen Angel

Abong, Fretzyl Grace

Gravino, Kristyl Mae

Virtudazo, Leslie Pearl

Caneos, Joey

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kaleidoscopii · 2 years ago

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18. What aspect of your muse’s personality is most important to you? What aspect of your muse’s personality do you think is most important to them? Is it the same? Why or why not?

for Kirin <3

(Questions for mun about the muse) 18. What aspect of your muse’s personality is most important to you? (etc.)

// I think Kirin's most important aspect is that they see the world a bit more equally. They've worked on so many different types of robots with different programming and purposes that it's impossible for them to not judge others in a fairer sense. For example, they don’t really dislike most of Wily’s robots (though they’re still apprehensive, and hope they’ll never be the target of any,) it’s just the big man himself they have problems with. Incidentally, they also disagree with some of Light’s policies, though of course they keep that to themselves.

Kirin thinks that their politeness & kindness are their most important traits. It’s a much simpler thing they like about themselves, since they were, obviously, programmed this way. Their creator wanted them to help as many robots as possible, and intended them to be a cornerstone, proof that there still is good in the world. Now that Dr. Hiroshi is gone, Kirin focuses on this more than ever. Nothing is more important to them than carrying on his legacy.

My answer is different from theirs, because I honestly don’t think Kirin really processes how different their opinions of others are, or at least different from this world’s general consensus of good vs. evil. It’s something that’s simply common sense to them, a subroutine, rather than something at the forefront of their mind; that being the purpose, their life’s meaning, that they work so hard to maintain. Both of these answers go hand-in-hand with each other, though.

#// this got so lengthy… i thought really hard about this #// hopefully it’s not too rambly #memory cache ✤ headcanons #query output ✤ ask replies #gentle healer ◆ kirin master #magnetiix

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caught-in-a-seesaw-stigma · 5 years ago

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Peripheral, Part 1

Pairings: OT7 x reader; Hoseok x reader; Yoongi x reader

Series Summary: An unfortunate accident leaves Kim Namjoon with amnesia, and Big Hit, BTS, ARMY, and the entire world is desperate to help him regain his memories and knowledge. Fortunately, a new genetics company has successfully created a system to alter our brains into human databases which can help someone regain knowledge and memories through a simple input/output exchange. Can this new invention give us back our beloved leader?

Genre: Angst, Fluff, Idol AU

Warnings: Accidental fall down a flight of stairs, mild coma, amnesia, cursing

Word Count: 6K+

Everyone knew he was clumsy, but no one ever anticipated that Namjoon would end up seriously injured. He’d had a few missed steps here and a stumble or two there, but he always managed to pull through with maybe a few bruises, scrapes, or a minor injury or two.

Unfortunately, his luck couldn’t hold out forever. Namjoon was leading the others out of the stadium after yet another successful concert, but he failed to see the empty basement stairwell he was unknowingly leaning towards. The overhead light that usually illuminated the stairwell had yet to be replaced and the entire section sat in darkness, the inner door left open while maintenance searched for replacement bulbs.

The guys were racing down the hall, joking and unwinding from the adrenaline still coursing through their veins. Namjoon laughed heartily at something Jin was saying behind him, and as he turned to utter his snarky reply, he leaned too far into the wall and lost his balance. To his horror, he realized too late that there was not a wall to hold on to, just empty space.

Realization dawned slowly on Jin’s face as Namjoon slipped just beyond his grasp and tumbled heavily down the stairs. It all happened within a few seconds, but each member experienced a slow, drawn-out shock as Namjoon fell, hitting his head more than once and crumpling into an uncomfortable pile at the bottom of the stairs.

Everyone clambered down the narrow stairwell, using their phones to illuminate the space. They found their leader, unconscious, but breathing, the only sound they cared to hear over Yoongi’s frantic voice calling for help. Jungkook climbed over the others to Namjoon’s other side. He kneeled behind Namjoon’s head and braced his neck protectively as tears poured from his eyes. Jimin and Taehyung carefully arranged Namjoon’s twisted limbs, taking special care to avoid disturbing them further. There didn’t seem to be any breaks or blood that they could see, but none of them were medical professionals, so they couldn’t say for sure.

Hoseok was doing his best to console the frantically sobbing Jin, but the task was proving to be beyond his skills and strength.

All of them were distraught at this tragic turn of events, but Jin had been in the front row as Namjoon disappeared from his sight down the stairwell. He had reached out for him and missed. He had seen Namjoon’s face before the darkness swallowed him whole. He had failed his best friend and leader.

Emergency personnel quickly filed in, but it took several security guards and handlers to pull the boys away from Namjoon’s side. Jungkook alone needed five people and a heartfelt talk from Yoongi to finally relent and release his hold on Namjoon.

They all watched as Namjoon was meticulously lifted and strapped onto a stretcher, neck brace attached, and then carried up the stairwell and out the side entrance of the stadium to the waiting ambulance. He was still breathing, but he remained painfully unconscious.

Jimin tearfully pleaded with their handlers to take them to the hospital with Namjoon. The others joined his pleas in varying degrees of persuasion, and after they agreed to eat something on the way, the handlers were allowed to load them into a van and drive them to the hospital.

<~~~~~~~~~~~~~~~~~~~~~~>

A swirling sensation crept through Namjoon’s body.

“What is this odd feeling?” He wondered. “It feels so strange.”

The swirling coalesced into a dull throb and then merged into a full-blown ache throughout his entire body.

“What the hell?” He groaned silently. “What happened to me?”

Faint voices trickled in from nearby and he did his best to focus on them despite the blinding pain.

“It’s been three days, doctor. Isn’t there anything else we can do for him?”

The voice was gruff but firm. Namjoon couldn’t place it. He felt like he should know that voice. Why couldn’t he remember the person’s name?

“Mr. Min, I apologize, but I’ve already explained to your managers, producers, and everyone else at the company that there is nothing else we can do at this time. We’ve treated his other injuries, and he’s healing well, but his head injury cannot be properly assessed until he regains consciousness. There was considerable swelling, but it seems to be dissipating slowly. We just have to be patient and wait for Mr. Kim to wake up. Until then, there isn’t anything to be done.”

“Mr. Kim?” Namjoon crinkled his forehead. “That’s my name. Are they talking about me?”

A soft tinkling voice piped up in the uncomfortable silence which followed. Namjoon frowned when it also seemed familiar; he just couldn’t understand why or how.

“Can we please see him, doctor? Maybe sit down and talk to him?”

“Of course, Mr. Park. You and the rest of the members are welcome to sit with him while you’re here. We’ve added more chairs to his suite so that you can all be more comfortable.”

A round of appreciative “thank you”s broke out and the doctor took his leave. Namjoon braced himself as the other voices pushed through the door and entered his room.

A sharp hiss and a quiet sob silenced the group.

“Hyung, I hate seeing him like this.”

“I know, Jungkookie, but Joon-ah needs us. We have to be here and let him know what’s waiting for him when he wakes up.”

“When do you think he’ll wake up, Jin-hyung?”

“How should I know, Tae? I’m not a doctor.”

“Dude, you need to stop beating yourself up over this. It wasn’t your fault.”

“I was right there, Yoongi. I could’ve saved him. But I wasn’t fast enough.”

“We were all there, hyung. There was nothing we could do. It all just happened so fast.”

Slender fingers lifted Namjoon’s hand and pulled it into a gentle hold. A thumb traced a delicate path across Namjoon’s knuckles.

For a few seconds, the only sound in the room was steady breathing, the beep of the medical equipment, and several sniffles. Namjoon debated on whether he should reveal his newly gained consciousness.

Who were these guys? Why were they here? Why was this person holding his hand? They seemed to know him, but he couldn’t remember any of them. They talked about him as though they all shared some type of special connection or relationship. They couldn’t be brothers; he only had his sister. Why wasn’t she here?

“Yoongi, what did Namjoon’s family say?”

“They’re going to stay nearby and wait a little longer. We’re all hoping he’ll wake up soon. I’m sending them all updates as we get them.”

“Speaking of updates, have you guys seen the social media posts the past few days? ARMY is freaking out over this.”

“I saw a few of them. Once I started seeing shrines, I couldn’t look anymore.”

Collective sighs danced around the room. A heavy air settled, and Namjoon almost shuddered at the discomfort.

“Do you think he can hear us?”

The hand holding Namjoon’s twitched into a torturous grip.

“Of course he can hear us, Tae! Why would you even say something like that?”

Without meaning to give himself away, Namjoon attempted to jerk his hand away from his assailant, only to elicit gasps and shouts from everyone.

Namjoon’s eyelids abruptly fluttered open and he winced at the bright lights.

“Namjoon-ah!”

Jimin and Taehyung simultaneously rushed to the door to call in the doctor or nurse. Jungkook rushed to the other side of the bed, tears running down his face on cue. Jin remained frozen at the foot of the bed, fingers curling tightly around the footboard. Yoongi placed his hands on Jungkook’s shoulders and rubbed them softly.

Namjoon blinked a few times and let his eyes adjust to the harsh light. He was in a hospital bed and there were various wires connected to his body. The man holding his hand in a vice grip gaped at him with shining eyes and a brilliant smile. Namjoon winced as he tried to place his face or his name, but all he got back from his brain was a dull ache resonating from his temples.

“Could you please let go of my hand? That really hurts.” Namjoon pleaded.

“Oh, I’m sorry!” Hoseok hastily replied while releasing his hold. “I’m just so excited to see you awake. It’s been a long three days, Namjoon-ah.”

“How are you feeling, Namjoon-ah?” Yoongi pressed. “Are you in any pain?”

Namjoon stared blankly at the men in front of him. His eyes flitted from one to the other and his eyebrows sank in confusion.

“Ummm...my head kind of hurts and I feel really sore,” Namjoon said. “But other than that, I think I’m ok.”

Jin released a breath he didn’t realize he’d been holding.

“Joon-ah...we were so worried about you.” Jin sighed.

Namjoon tilted his head slightly.

“You were? Why?” He queried. “Are you guys my nurses?”

Jungkook laughed in a burst, but it trailed off when he realized two things: 1) no one else was laughing and 2) his hyungs looked nervous and serious.

Yoongi took a shaky deep breath and looked at Jin and Hoseok. They both looked as worried as he did.

“You really think we’re your nurses?” Hoseok asked in disbelief. “I can’t tell if you’re joking or serious.”

Jin’s frustration bubbled over and his hold on the headboard tightened.

“This is no time for jokes, Namjoon!” Jin spat. “The six of us have been here every day waiting for you to come back to us. We’ve been taking care of your family and we tried our best to keep ARMY and the rest of the world calm. So please stop looking at us like we’re strangers!”

“But…” Namjoon began apologetically. “You are strangers. I don’t know any of you.”

At that moment, the medical team rushed into the room and the members were forced to leave the room while Namjoon was examined. As they wheeled him out of the room for more tests, the six men reached for one another with trembling hands.

What had happened to their Namjoon? <~~~~~~~~~~~~~~~~~~~~~~~~~~~~>

Big Hit Studios

“Boys, we have a problem.” Bang PD remarked coolly. “Namjoon is going to be released from the hospital at the end of next week.”

“That’s good news, isn’t it?” Jimin piped up while glancing at his brothers. They all still looked pretty grim.

Bang PD sighed and shook his head slightly.

“Jimin, it would be great news,” he replied. “But unfortunately, Namjoon’s memory appears to be a bit...fuzzy.”

“How fuzzy?” Yoongi grumbled.

“He doesn’t remember anything after he joined Big Hit. He thinks he’s still a trainee. He knows who I am, but he doesn’t remember any of you.”

The shock washed over them as cold as a bucket of ice water. Namjoon really didn’t know who they were?!

“His family is with him now and they are trying to help him piece everything together, but it’s proving to be more difficult than any of us can manage.” Bang PD continued. “Physically, Namjoon is healthy. He’s still recovering from a few minor injuries, but those will heal in a few weeks. As it now stands, it’s unclear how long it will take to heal his head injury, if at all.”

“At all” Jin gasped. “What do you mean ‘at all’?”

“There isn’t currently a medical procedure to cure brain injuries, especially when it comes to amnesia.” Bang PD stated. “However, genetic engineering may have another option for us.”

“Are we going to clone Namjoon-hyung?” Taehyung asked while handing Jimin and Jungkook more tissues.

“What kind of stupid question is that, Taehyung?!” Jin sputtered angrily.

“Hyung!” Yoongi admonished sharply. “That’s enough.”

Taehyung sank into his chair a little while Jin crossed his arms angrily. The eldest had been antagonistic and short-tempered ever since Namjoon’s accident. Everyone but Yoongi seemed to stay out of his way out of respect.

The room settled, albeit uncomfortably, and Bang PD continued with his explanation.

“There is a company in Japan that is making tremendous strides in genetic engineering. In fact, they may have something that can help Namjoon, and perhaps all of you as well.” He stated. “I’ve hired one of their employees as an information technology expert. She’s been genetically altered to store and transmit information to and from people. With her assistance, we may be able to restore Namjoon without any complicated surgery or procedures and in less time than therapy would take.”

At this, Bang PD pressed the intercom button on the conference table. “Send her in, please.”

Before the boys could respond, the double doors opened and a striking woman was escorted into the room. Her outfit was simple but flattering, and her hair fell in soft waves around her face. She briefly glanced at everyone in the room and felt the anxiety and animosity wash over her. She was ushered into the seat next to Bang PD, and once she sat, she kept her eyes on him.

“Boys, this is Y/N. She’s here to fix our problems.” <~~~~~~~~~~~~~>

The wood grain of the conference table was interesting, to say the least. Y/N focused on the intricate latticework connecting the delicate fibers of the natural wood. The varnish illuminated the brighter shades and deepened the darker ones. All in all, it was a nice table.

“Nice” wasn’t the exact word Y/N would choose to describe the reception she was receiving from the members around the table. She hadn’t properly looked any of them in the eye, and with the anger and confusion being tossed around, she wasn’t feeling particularly comfortable about meeting their angry stares just yet. It would be better for everyone if they began their relationship on more amicable terms.

“Boys!” Bang PD bellowed, completely out of character. “This is not open to discussion or debate. Y/N is our best bet to get Namjoon back, and she is going to be living in the dorms with all of you until further notice. A room has already been prepared for her, and her things are being moved into that room as we speak.”

“Do we need to share rooms again?” Jimin asked hopefully.

“Well, yes, for the time being, one of you will need to share a room with Jimin.” Bang PD answered. “I would like to leave Namjoon in his own room for the time being. If things with Y/N work out like they should, we’ll revisit the rooming arrangements. Before you even ask, I don’t care who shares a room with him. You all can decide that amongst yourselves.”

Jimin latched onto Taehyung’s arm joyfully.

“Want to be my roomie, soulmate?” Jimin cooed.

Tae rolled his eyes playfully and pouted.

“Why do I have to share a room with you?” He groaned. “Why can’t someone else share?”

“Because the 95s should always stay together.” Yoongi offered gruffly.

Bang PD stood up and placed his hand on Y/N’s shoulder. She looked up at him and smiled slightly.

“Good. I’m glad that’s decided.” He stated. “You should all escort Y/N to the dorm so she can get settled in. You’ve all been emailed an instructional packet explaining Y/N’s duties and responsibilities while she’s here with us. Please read through it and if you have any questions, ask her. I’m sure she can explain it better than I can. I expect you all to treat her with the utmost respect and help her with whatever she needs.”

At that, he smirked slightly and glanced at Y/N, who smirked in return, but the boys failed to notice the strange exchange between them.

Bang PD took his leave of the six boys and their curious new female roommate. <~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~> The ride back to the dorms was awkwardly quiet. Yoongi sat in the front on his phone with his headphones in, and Jin sat in the back and stared glumly out the window of the van. The maknae line was making plans to move Jimin into Tae’s room. Hoseok sat next to Y/N and tried his best to start a conversation.

“So, are you originally from Japan?” He began. “You don’t look Japanese, that’s why I ask.”

“I’m not. I’m actually American, but I went to college in Japan. I got a job offer from this company before I graduated, so I’ve been there ever since.” Y/N replied.

“Wow, you must be really smart then, huh?” Hoseok continued. “Just like Namjoon-ah.”

Hoseok’s smile reached its zenith and then slowly crumbled as Namjoon’s name left his lips. Y/N chanced a glance at Hoseok and saw the pain glistening in his eyes. She instinctively reached over and placed her hand over his.

“I’m sorry about your friend, Hoseok-ssi.” Y/N said softly.

“Hobi,” he smiled. “You can call me Hobi.”

“Hobi,” Y/N responded with a small smile pulling at her lips. “I promise I’m going to do everything I can to help him.”

Hobi entwined his fingers with Y/N’s and sighed deeply. His eyes cleared and his smile grew a little brighter.

“Thank you, Y/N,” Hobi whispered shakily. “I’m really glad you’re here.”

He lifted his eyes to meet hers, for the first time today, she maintained his gaze. Hobi realized how vibrant her eyes were and the subtle blush on her cheeks. He traced his eyes down to her lips, which were still pulled into a small smile. He focused on the rosy hue of her lips, and she bit her lip slightly. Hobi licked his own lips without thinking, and her sharp inhale caught his attention, but before he could say anything, the van stopped in front of the dorms.

“We’re here!” Jungkook announced gleefully. He was already pounding down the hallway with Jimin and Tae in tow. They were in full “moving mode.”

Yoongi slid out of the van, still looking at his phone and still wearing his headphones. Whatever he was looking at was apparently very interesting. He said nothing as he headed inside.

Jin pushed his way out of the van and stomped inside, obviously not in the mood to welcome Y/N to her new home.

Hobi crawled out and held out his hand to Y/N to help her out of the van. He kept their hands clasped as he guided her inside the dorms.

“I’m sorry if the guys are being rude.” Hobi apologized. “We are all dealing with this differently. Don’t take it personally.”

“I understand,” Y/N responded. “It will take some time for all of us to get used to this arrangement. I’m sure it will be easier once I’m able to get started.”

They rounded a corner and stopped at the door at the end of the hallway.

“Well, you have almost two weeks to get ready for that,” Hobi chirped. “I’m sure we will all feel better once Namjoon is back here with us.”

Y/N smiled, but there was also a hint of another smirk tugging at her lips.

“A lot can happen in two weeks.” Y/N said. “I still have a lot of prep work to complete before I meet with Namjoon.”

A loud crash erupted from down the hall, and they both turned to see Jimin and Jungkook tangled together with bags and boxes scattered around them.

“I told you to let me go in first, Kookie!” Jimin screamed.

“And I told you that I had to get in there first because I was carrying more weight than you!” Jungkook retorted angrily.

They began pushing at each other and Hobi could already see the situation escalating quickly.

“Sorry to leave you in such a rush, Y/N,” said Hobi while backing away toward the ruckus. “I need to get these idiots under control before they break something or each other. Make yourself at home, and I’ll come to get you when it’s time for dinner.”

Y/N nodded and took one last look at the hilarious pile of ridiculousness. Taehyung stepped out of the room and helped Hobi separate the two while picking up the mess in the hall.

She entered her room and saw that most of her belongings had been unpacked and set up in her room. Her sheets were on the bed, her vanity table was set up in the corner, and her clothes and shoes were in the closet. The room already had a homey, moved in feel to it.

She sat on the bed and laid back against the pillows. She still needed to meet with the boys and explain the parameters of Namjoon’s treatment. She hoped they’d taken some time to read through that packet Bang PD sent them. It would make the next conversation much less awkward for all of them.

<~~~~~~~~~~~~~~~~~>

Yoongi took out his headphones and placed his phone face down on the coffee table. The initial shock was just wearing off and a fresh wave of smugness settled onto his face as he saw Y/N strut into the living room.

She no longer appeared aloof but instead radiated an air of confidence and comfort in her black yoga pants and gauzy button-down floral shirt. Yoongi eagerly watched as she took up residence on the big armchair across from him with one leg crossed over the other. She looked refreshed and ready to take on the world, preferably the world within the walls of the dormitory. Yoongi watched as her eyes scanned the room for the other members and finally landed on him.

“Y/N, I hope you had time to rest up.” Yoongi taunted. “Is there anything I can do for you? Anything at all?”

Y/N eyed him in confusion and soon picked up on his subtle innuendo. Before she could toss back a clever remark, he held up his hands in submission.

“Relax,” he continued. “I’m not trying to initiate anything yet, I’m just curious about how this is going to play out. These guys may look like adults, but they’re no better than teenagers sometimes.”

With one eyebrow raised, Y/N assessed Yoongi’s demeanor. He appeared resolute and genuinely interested in the impending treatment, but there was no perversion or malice lurking in his eyes. If he was harboring any anxiety, it was well hidden behind one hell of a poker face.

Interesting. He’s a sneaky one.

“So I guess you read the packet, then?” Y/N asked. “Any comments, questions, suggestions?”

Yoongi lowered his gaze briefly and chuckled. When he looked back at Y/N, it was obvious he was enjoying this. He shrugged nonchalantly and pursed his lips.

“I mean, I don’t want to tell you how to do your job or anything…” Yoongi muttered.

“But?” Y/N countered.

“But,” Yoongi grinned. “I ask that I get put at the bottom of your list. I need some time to wrap my head around this little arrangement. Also, I’d like to watch you in action so I get the full experience. I’m not one to jump into anything lightly, so I’d like to get to know you better before we start anything.”

“Fair enough,” Y/N replied. “I appreciate your honesty.”

Yoongi’s smile widened, clearly putting his gums on display. Y/N couldn’t help but return it with a smile of her own.

“I’ll remind you of that later.” Yoongi jested, wagging a finger at her. “You may not always feel that way.”

Before Y/N could respond, the other boys joined them in the living room, and Y/N straightened up to address them more formally, knowing this conversation might be awkward, especially if they hadn’t read the instructional packet.

They were all looking at her with anticipation, except for Jin who remained in his chair to stare out the window with glazed eyes and a seemingly permanent pout.

Sighing at his noncompliance, Y/N turned to others and smiled.

I hope they’re ready for this.

“So, I’m guessing everyone already read their informational packet,” she began. “It will help things run more smoothly.”

Y/N chanced a look at Yoongi, and he leaned back in his seat, one leg over the other, tongue poking at the inside of his cheek, eyes sparkling. He knew none of the others had bothered to read. This was going to be fun to watch.

“Uh, noona,” Jungkook pouted. “I haven’t had time to read because I was helping these two idiots move in together.”

“And we were moving our stuff since you took Jimin’s room,” prompted Tae. “So, we didn’t have time to do our homework either.”

“We had homework?” Hobi interrupted. “Why didn’t anyone tell me?!”

Jimin giggled airily at Hobi’s distress. Yoongi grinned and looked over at the others. They had no idea what was in store for them.

“Bang PD-nim sent us that packet to read about Namjoon’s rehabilitation treatments,” Yoongi stated, waving his phone in the air. “We have to help Y/N prepare for Namjoon’s treatments.”

“Oh!” Jimin gasped. “Well, now I feel bad for not reading it. Whatever you need, noona, we can help you with it.”

Y/N scooted to the front of the armchair and leaned one elbow on her crossed knees. Yoongi was entranced at her ability to straddle the line between provocative and professional. He licked his lips and settled his gaze at the hint of cleavage peeking at the top of her blouse. He was sure the others had also noticed, but they wouldn’t dare give themselves away.

“Since you didn’t read the packet, I’ll have to brief you on the procedure.” Y/N stated. “As you know, I’m an information technology expert, but I also have experience in genetic engineering. My team developed a procedure to alter a part of the brain to act as an anatomical digital database. Essentially, we created an additional hard drive space within the brain that is able to transmit and receive information between other organic organisms.”

“Noona, you made a robot?” Tae blurted out. The look of horror on his face was amusing and it elicited giggles from the other boys.

“No, Taehyung-ssi,” Y/N assured him. “We didn’t make a robot, but we did find a way to communicate thoughts and feelings from one person to another by linking brains together through electric pulsations.”

Jimin raised his hand, and Y/N had to hold back a giggle of her own.

Oh, he’s adorable.

“Yes, Jimin-ssi,” Y/N asked sweetly. “Do you have a question?”

He lowered his hand and blushed slightly. The sweet tone of her voice made him shiver slightly.

“Ummm...well....” Jimin said nervously. “Are you going to be electrocuting us?”

The others darted their eyes back to Y/N with a hint of fear lurking behind their lashes. They did not want to be electrocuted.

“No, sweetie.” Y/N assured him. “No electrocution. However, there will be other things that are not exactly traditional methods of rehabilitation.”

“Like what?” Hoseok wondered aloud.

“I’m glad you asked Hobi.” Y/N declared while standing up. “I can actually demonstrate the method for you here and it will make everything easier for all of us.”

At that, Yoongi sat up and leaned forward with interest. Hoseok stood up and eagerly bounced over to Y/N. She stood in front of him and took a deep breath. The first transaction with a new person could overwhelm her if she didn’t mentally prepare for it.

“The memories and information you have of Namjoon-ssi are locked in your mind.” Y/N explained to the collective group. “If we just sat down and you told me about him or the places you’ve traveled together or the unique experiences you’ve shared, I would only be getting your memory of those events and experiences. I wouldn’t be getting any firsthand information because I wasn’t there to witness it or be a part of it.”

“Well yeah,” Jungkook commented. “It’s why we say “You had to be there” when we tell each other stories. It’s never going to be exactly the same.”

“What if it could?” Y/N prompted. “What if I could experience that event as though I were actually there when it happened?”

“How?” Jimin asked. “That’s not possible, is it?”

Y/N’s smiled widened.

Here we go.

“Let’s test that theory, Jimin-ssi.” Y/N exclaimed. “Hobi, you’re going to give me your hands. As soon as you touch me, I want you to think about something that happened between you and Namjoon-ssi that I wouldn’t know about. Don’t say anything, just think about it. Replay the whole thing in your head. Ok?”

“Ok,” Hobi replied skeptically. He reached his hands forward and took Y/N’s hands in his own.

Hobi’s arms jolted in a wave as soon as his hands made contact with Y/N’s. The slight electrical shock wasn’t painful, just overwhelming. The pleasant tingle felt like feathers ghosting across his skin and he felt the goosebumps crawling up his arms and down his back. She closed her eyes and reminded him of his given task.

“Think about Namjoon, Hobi.” Y/N urged. “Don’t worry about what I’m doing.”

The tingling delightfully surged throughout Hobi’s body like when you submerge your body into a hot jacuzzi and it needs to adjust to the bubbling temperature. He let out a soft whimper as multiple sensations flooded his entire being. He shook his head slightly and tried to focus on the last conversation he’d had with Namjoon.

↸ᶠˡᵃˢʰᵇᵃᶜᵏ

Hobi knocked tentatively on Namjoon’s studio door. He needed a second opinion on some lyrics he was working on and only Namjoon’s expertise in the English language could help. Hobi just hated bothering him when they were in the middle of the album production.

“Come in!” Namjoon bellowed from within.

Hobi opened the door and walked over to the couch to watch Namjoon work. Whatever he was working on looked pretty intense and Hobi immediately felt guilty for disturbing Namjoon’s creative process. Maybe this lyric issue could wait?

Before Hobi could chicken out and leave, Namjoon spun around in his chair and grinned at Hobi. He was obviously enjoying the progress he’d made.

“What’s up, J-Hope?” Namjoon greeted, reaching to initiate a handshake. Hobi was too lost in thought to react in time and Namjoon awkwardly pulled his hand back. Hobi felt his face flush and the embarrassing moment lingered between them for a few seconds.

“Sorry,” Hobi apologized. “I just feel like I’m bothering you. I should just go.”

Hobi started to stand, but Namjoon rolled over and trapped him on the couch.

“Hobi,” Namjoon assured him. “You’re like a brother to me. Whatever you need, I will do my best to help you. Don’t ever feel like you’re bothering me, ok? Now, what’s on your mind?”

Hobi nodded slightly and exhaled in a burst of air. He felt stupid asking this question, but there was no one else he trusted enough to ask.

“I’m having trouble with some lyrics I’m working on, and I need your advice.” Hobi declared. “I’m struggling between the Korean and English translations.”

Namjoon nodded with familiarity. This was a problem he struggled with on a daily basis.

“Let me see what you’re working on.” Namjoon offered. “Maybe I can help?”

Hobi hesitated and then pulled out his phone. He’d been typing and retyping lyrics for a few days now, but the same two verses kept getting wiped and then rewritten. Something just felt off. He handed over his phone to Namjoon and drew his lips into a thin firm line, while Namjoon’s chin jutted forward slightly. No one knew about this song, and Hobi wasn’t sure he was ready to share it yet, but if he couldn’t figure out these verses, he’d never finish the song.

Namjoon read over the lines twice and then brought his hand up to cup his own jaw, lost in the cranks and gears of his brain at work. Hobi’s anxiety crawled up his spine and settled uncomfortably into his shoulders. Sharing work that was this private was such an intimate exchange, but he trusted Namjoon. He took a deep breath and waited patiently.

“I really like the concept you’ve got going on here, Hobi,” Namjoon burst out without warning. Hobi recoiled from the sudden boom of his voice. He gripped onto the arms of the couch to steady his rapidly beating heart.

“Sorry,” Namjoon chuckled. “I didn’t mean to be so loud.”

Hobi released his vice grip on the couch and smiled weakly.

“That’s ok,” Hobi breathed out. “You were excited, I get it. So...what do you like about it?”

Namjoon scooted over and motioned for Hobi to lean over so he could show him on the phone.

“You have this beautiful extended metaphor that is developing throughout the beginning of the song,” Namjoon explained. “But it starts to fall apart a little in this verse. I think if you keep expanding the same metaphor, you’d be able to find the words you’re looking for. Just follow the concept and see where it leads you.”

“What do you mean?” Hobi queried. “Do those words not fit in with the rest?

“They do,” Namjoon agreed. “But I think using different words would be more impactful if you kept the metaphor going past the first two verses. Use that comparison and pull it into the rest of the song. You shifted to another comparison, but the first one is so much stronger. You should stick with it and really sell that idea.”

“What about this phrase right here?” Hobi pointed out. “Is that the right word to use? It feels wrong.”

“Well, the word isn’t wrong, per se,” Namjoon remarked. “I think “coincidence” is probably a better fit. There’s no real irony in your lyrics; it’s all just an unfortunate coincidence. You could actually use that and tie in the idea that fate is controlling everything in life.”

“Ooooh,” Hobi squealed. “I like that! Thanks, Joon-ah!”

“Anytime, Hobi,” Namjoon smiled.

ᵉⁿᵈ ᶠˡᵃˢʰᵇᵃᶜᵏ⇲

Y/N sighed slightly and released Hobi’s hands, her eyes remaining closed. The soothing prickle under his skin dissipated slowly, leaving Hobi reeling from the stimulation. He stumbled back into his seat, gasping slightly. He looked at his hands and then gaped at Y/N. The euphoric feelings he’d felt were mind-boggling and he didn’t know how she’d accomplished so much sensation with just a simple touch. The other members exchanged curious looks between Y/N and Hobi, but no one was offering any kind of explanation.

“What just happened?” Jungkook asked. “Hobi-hyung, are you ok?”

Hobi shifted his eyes over to Jungkook and nodded his head slightly. His hands were trembling and he had an inexplicable desire to touch Y/N again. He chanced a look at Y/N who was still standing in the middle of the living room with her eyes closed and her lips slightly parted. She appeared to come down from a sort of high. Her body relaxed and she gasped and hummed sweetly as her brain processed the information.

Y/N took a deep breath and opened her eyes. They were slightly glazed and she smiled warmly at Hobi, who blushed under her intense gaze.

“So, Hobi,” Y/N began. “What is this song you were working so hard on?”

The others shifted their eyes over to Hobi and he retreated into the couch. What was Y/N talking about?

“Uh, it isn’t ready yet,” Hobi pouted. “I still have some more lyrics to write.”

Yoongi was dumbfounded. He turned to look at Y/N, who still had her eyes trained on Hobi’s retreating figure.

What did she see? What did she do to Hobi?

“Can someone please explain what just happened?” Tae interrupted. “I’m very confused about what we just saw.”

“Hobi shared his memory with me,” Y/N stated. “He allowed me to connect with his mind through electrical impulses and we were able to relive a private conversation between him and Namjoon together. It isn’t a precise science though. I was only able to catch a few visual flashes and most of the audio. With a more intimate connection, I would be able to process more information.”

“What do you mean by “intimate?” Jimin asked.

“Exactly what you think I mean,” Y/N continued. “Physical connection is only a part of the process. If there is also an emotional connection, the synapses are able to communicate more clearly and precisely. Hobi and I already established a friendly rapport, so holding his hands was enough to get basic information from him. With more time spent together, the connection could grow stronger and it makes the information transactions easier to process.”

“So how does this help Namjoon?” Yoongi wondered. “Not that I’m questioning your process. I just want to understand what I’m contributing.”

“I already have a base knowledge of Namjoon from all the content Big Hit sent me before I came to Seoul.” Y/N explained. “As entertaining as it all was, it hardly gives me an accurate portrait of who he is or how others feel toward him. You six spent more time with him than anyone else, so you are the best resource we have available.”

“But these aren’t Namjoon’s memories,” Tae pointed out. “These are our memories of him. How does that help?”

“You’re right, Taehyung,” Y/N responded. “These are not his memories. However, he was a part of them and reliving the experience from an intimate point of view can help fill in the missing pieces in his memories and possibly help to unlock others. We’re hoping to trigger his brain into releasing his memories by flooding it with your intimate knowledge and experience.”

“So what happens now?” Jungkook asked. “ Do we just sit around holding hands while you get information from us?”

“That’s one way to go,” Y/N admitted. “But Namjoon comes home in almost two weeks, and I’d like to start his rehabilitation as soon as he arrives. It would be more efficient to speed the process along as quickly as possible.”

“How do we do that?” Jimin asked, biting his lip into a pretty shade of pink.

“Isn’t it obvious, Jimin?” Jin rudely growled from his corner seat. “She wants us all to fuck her.”

Next Chapter

PERIPHERAL MASTERLIST

@caught-in-a-seesaw-stigma‘s MASTERLIST

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jcmarchi · 11 months ago

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OpenAI’s Prompt Engineering Guide: Mastering ChatGPT for Advanced Applications

New Post has been published on https://thedigitalinsider.com/openais-prompt-engineering-guide-mastering-chatgpt-for-advanced-applications/

OpenAI’s Prompt Engineering Guide: Mastering ChatGPT for Advanced Applications

Understanding Prompt Engineering

Prompt engineering is the art and science of crafting inputs (prompts) to get desired outputs from AI models like ChatGPT. It’s a crucial skill for maximizing the effectiveness of these models.

ChatGPT, built upon OpenAI’s GPT-3 and GPT-4 architectures, has advanced significantly, becoming more responsive and context-aware. Understanding its evolution is key to mastering prompt engineering.

Like a skilled conductor leading an orchestra, prompt engineering allows us to direct these models to perform complex tasks, from crafting detailed technical documents to generating creative and engaging content. This guide will walk you through strategies and tactics that transform your interaction with AI, elevating it from basic exchanges to nuanced and meaningful conversations.

Consider the difference in asking, “How do I add numbers in Excel?” versus “How do I automatically sum a column of dollar amounts in Excel, with totals displayed on the right in a ‘Total’ column?” The latter, more detailed prompt, leaves less to AI interpretation, leading to a more accurate and helpful response. Similarly, understanding the use of personas, delimiters, and step-by-step instructions can profoundly impact the AI’s output quality, especially for complex tasks.

This guide into prompt engineering will not only cover the theoretical aspects but also provide practical, hands-on examples. You’ll learn how to effectively use tactics like providing reference texts to guide the AI away from fabrications, or how breaking down complex tasks into simpler subtasks can yield more accurate results.

1. Clarity and Detail

Crafting effective prompts for AI models like GPT-4 needs combination of precision, context, and clarity. The difference between a poorly crafted prompt and a well-thought-out one can be the difference between a vague, generic response and a highly relevant, specific answer.

Example 1: Leveraging ChatGPT’s Language Understanding for Technical Queries

Ineffective Prompt: “How do I fix a bug in my code?”

AI Output: “To fix a bug in your code, you need to first identify the bug, understand why it’s happening, and then modify the code to correct it.”

Effective Technical Query: “I’m coding in Python and getting a ‘KeyError’ when trying to access a dictionary. The code snippet is: . What’s causing this error and how can I fix it?”

AI Output: “The ‘KeyError’ in your Python code is likely due to attempting to access a key in the dictionary that doesn’t exist. Here’s how you can modify your code to handle this error: [Modified code snippet with explanation].”

Example 2: Creative Writing with Style Imitation

Ineffective Prompt: “Write a short story.”

AI Output: “Once upon a time, in a faraway land, there was a kingdom that faced a great peril…”

Effective Style Imitation Prompt: “Write a short story in the style of Ernest Hemingway, focusing on a conversation between two old friends who meet unexpectedly.”

AI Output: “The sun beat down on the dusty road where Jack and Tom, two old friends, met by chance. ‘It’s been years,’ Jack said, his voice as dry as the air. ‘Years since the war,’ Tom replied. [The story continues in Hemingway’s concise, dialog-driven style].”

Example 3: Travel Advice

Ineffective Prompt: “What should I do in Paris?”

AI Output: “In Paris, you can visit landmarks like the Eiffel Tower, Louvre Museum, and Notre-Dame Cathedral.”

Effective Prompt: “I’m visiting Paris for three days this summer with a focus on art and history. Can you suggest a detailed itinerary?”

AI Output: “Day 1: Visit the Louvre Museum in the morning, followed by a walk to the Notre-Dame Cathedral. [More detailed itinerary follows].”

Insights for Crafting Better Prompts

Specificity: Be as specific as possible. The more detailed your prompt, the more tailored the response will be.

Contextual Information: Include all relevant context. This helps the AI understand the exact nature of your request.

Clear Objective: State clearly what you expect as an output. Whether it’s a recipe, a travel plan, or a technical solution, make your objective clear.

Avoid Ambiguity: Ambiguous prompts lead to generic responses. Clarify your request to get precise answers.

Utilize Known Formats: If applicable, ask for information in a specific format, like a list, a step-by-step guide, or a diagram.

2. Enhancing AI Responses with Reference

The strategic use of reference texts in prompt engineering can significantly elevate the quality and accuracy of responses from AI models like GPT-4. By providing relevant, trusted information alongside your query, you can guide the AI to compose answers based on the given material, making the responses more reliable and contextually accurate.

Example 1: Scientific Explanation

Conventional Prompt: “How does a black hole form?”

AI Output: “A black hole forms from the remnants of a large star that dies in a supernova explosion. If the core’s mass is sufficient, it collapses under its own gravity into a black hole.”

Enhanced Prompt with Reference Text:

Reference Text Provided: “[Scientific paper on stellar evolution and black holes]”

Prompt: “Using the information from the provided scientific paper, explain the process of black hole formation.”

AI Output: “Based on the scientific paper provided, a black hole forms when a massive star exhausts its nuclear fuel and its core collapses. The paper details: [‘Relevant excerpts from the paper’].”

Example 2: Legal Interpretation

Conventional Prompt: “What are the legal implications of intellectual property theft?”

AI Output: “Intellectual property theft can lead to legal consequences like lawsuits, fines, and in severe cases, imprisonment.”

Enhanced Prompt with Reference Text:

Reference Text Provided: “[Legal journal article on intellectual property law]”

Prompt: “Referencing the legal journal article provided, explain the specific legal implications of intellectual property theft.”

AI Output: “The legal journal article states that intellectual property theft can result in civil litigation, statutory damages, and potential criminal charges. Specifically, the article mentions: [‘Direct quotes from the article’].”

Insights for Using Reference Texts in Prompts

Select Relevant Texts: Choose reference texts that are directly relevant to your query.

Prompt Specification: Clearly instruct the AI to use the provided reference text for composing its answer.

Citations: Request that the AI cites specific parts of the reference text in its response for accuracy and verification.

Handling Insufficient Information: Instruct the AI to clearly state if the provided text does not contain the necessary information to answer the question.

3. Simplifying Complex Tasks with Subtask Division

The key to effectively handling complex tasks with AI models like GPT-4 lies in breaking them down into simpler subtasks. This approach not only streamlines the process but also enhances the accuracy and relevance of the AI’s responses. Below, we demonstrate this strategy through specific examples, highlighting the advantages of using intent classification, summary techniques, and structured conversations for complex queries.

Example 1: Customer Service Query

Ineffective Approach: A single prompt asking for general assistance.

User Prompt: “I’m having issues with my account.”

AI Output: “Could you please specify the nature of your account issues?”

Effective Approach: Classifying the query into categories and providing targeted assistance.

User Prompt: “I’m having issues accessing my account.”

AI Directive: “Classify the query into ‘Account Management’, then offer specific steps for troubleshooting access issues.”

AI Output: “It sounds like you’re having trouble accessing your account. Let’s start by resetting your password. [Followed by detailed steps].”

Example 2: Long Document Summarization

Ineffective Approach: Attempting to summarize a long document in one go.

User Prompt: “Summarize this 300-page book for me.”

AI Output: “I’m sorry, but I cannot process documents longer than my context window.”

Effective Approach: Summarizing the document piecewise and constructing a full summary recursively.

AI Directive: “Summarize each chapter separately, then create a summary of summaries, proceeding recursively.”

User Prompt: “Summarize chapter 1 of this book.”

AI Output: “Chapter 1 Summary: [Brief summary of chapter 1].”

Continued Process: The same process is applied for each chapter, followed by a final summary combining all individual summaries.

Benefits of Subtask Division and Contextual Prompt Engineering

Increased Accuracy: By focusing on specific aspects of a complex task, the AI can provide more accurate and relevant responses.

Enhanced Efficiency: Breaking down tasks makes them more manageable and reduces the likelihood of errors or irrelevant outputs.

Better User Experience: Users receive targeted, step-by-step guidance, which is more helpful than generic responses.

Cost-Effectiveness: Smaller, targeted prompts can be more cost-efficient compared to larger, more complex prompts.

4. Giving GPT time to think

The strategy of giving models time to “think” and breaking down complex tasks into manageable steps significantly improves the quality of responses from AI models like GPT-4.

Example 1: Math Problem Evaluation

Ineffective Approach: Directly asking the model to evaluate a student’s solution.

User Prompt: “Is the student’s solution to this math problem correct?”

AI Output: “The student’s solution appears to be correct/incorrect.”

Effective Approach: Instructing the model to first work out its own solution before evaluating the student’s work.

User Prompt: “First, solve this math problem. Then, compare your solution to the student’s solution and evaluate its correctness.”

AI Output: “My solution: [Detailed solution]. Comparing with the student’s solution, I found an error in their calculation of [specific part]. The correct approach should be [correct method].”

Example 2: Document Analysis

Ineffective Approach: Attempting to analyze a large document in one query.

User Prompt: “Summarize the key points from this entire document.”

AI Output: “I’m unable to process the entire document due to its length.”

Effective Approach: Sequential extraction of excerpts and follow-up queries for comprehensive analysis.

User Prompt: “Extract key excerpts from this document related to [specific topic].”

AI Output: “Excerpt 1: [Relevant passage]. Excerpt 2: [Another relevant passage].”

Follow-up User Prompt: “Are there more relevant excerpts? Ensure they contain full context.”

AI Output: “Additional Excerpt: [Further relevant passage].”

Benefits and Insights

Depth of Analysis: By working out solutions or analyses first, the AI can provide more accurate and in-depth evaluations.

Guided Learning: In tutoring scenarios, the use of inner monologue and hints encourages students to arrive at solutions independently, enhancing their learning experience.

Comprehensive Coverage: For document analysis, sequential and recursive approaches ensure thorough coverage without missing important details.

Avoiding Bias: By generating its own solution first, the AI avoids bias that might arise from directly evaluating a given answer.

5. Leveraging External Tools

Incorporating external tools and resources into AI interactions can vastly improve the accuracy and relevance of the responses generated by models like GPT-4. This section demonstrates the use of embeddings-based search for knowledge retrieval, code execution for accurate calculations, and function calls to augment the capabilities of AI models.

Example 1: Accurate Calculations with Code Execution

Without Code Execution: Relying solely on the model’s calculation abilities.

User Prompt: “Calculate the square root of 529.”

AI Output: “The square root of 529 is approximately 23.”

With Code Execution: Ensuring precision in calculations.

User Prompt: “Calculate the square root of 529.”

AI Directive: “Write and execute Python code to calculate this.”

AI Output: “python import math math.sqrt(529) The square root of 529 is exactly 23.”

Example 2: Using API Calls for Dynamic Interactions

Without API Calls: Limited to static, pre-programmed responses.

User Prompt: “Send a reminder to my friend about our meeting tomorrow.”

AI Output: “Reminder: Don’t forget to send a message to your friend about the meeting tomorrow.”

With API Calls: Interacting with external systems for real-time actions.

User Prompt: “Send a reminder to my friend John about our meeting tomorrow.”

AI Directive: “Use the messaging API to send a reminder.”

AI Output: “python import message message.write(to='John', message='Hey, remember our meeting tomorrow!') Reminder sent to John about the meeting tomorrow.”

Benefits and Insights

Expanded Knowledge Base: By using embeddings-based search, the AI can access and incorporate a vast array of up-to-date information, enhancing the relevance and accuracy of its responses.

Precision in Calculations: Code execution allows the AI to perform accurate mathematical calculations, which is especially useful in technical or scientific contexts.

Interactive Capabilities: API calls enable the AI to interact with external systems, facilitating real-world actions like sending messages or setting reminders.

6. Systematic Testing

Systematic testing, or evaluation procedures (evals), is crucial in determining the effectiveness of changes in AI systems. This approach involves comparing model outputs to a set of predetermined standards or “gold-standard” answers to assess accuracy.

Example 1: Identifying Contradictions in Answers

Testing Scenario: Detecting contradictions in a model’s response compared to expert answers.

System Directive: Determine if the model’s response contradicts any part of an expert-provided answer.

User Input: “Neil Armstrong became the second person to walk on the moon, after Buzz Aldrin.”

Evaluation Process: The system checks for consistency with the expert answer stating Neil Armstrong was the first person on the moon.

Model Output: The model’s response directly contradicts the expert answer, indicating an error.

Example 2: Comparing Levels of Detail in Answers

Testing Scenario: Assessing whether the model’s answer aligns with, exceeds, or falls short of the expert answer in terms of detail.

System Directive: Compare the depth of information between the model’s response and the expert answer.

User Input: “Neil Armstrong first walked on the moon on July 21, 1969, at 02:56 UTC.”

Evaluation Process: The system assesses whether the model’s response provides more, equal, or less detail compared to the expert answer.

Model Output: The model’s response provides additional detail (the exact time), which aligns with and extends the expert answer.

Benefits and Insights

Accuracy and Reliability: Systematic testing ensures that the AI model’s responses are accurate and reliable, especially when dealing with factual information.

Error Detection: It helps in identifying errors, contradictions, or inconsistencies in the model’s responses.

Quality Assurance: This approach is essential for maintaining high standards of quality in AI-generated content, particularly in educational, historical, or other fact-sensitive contexts.

Conclusion and Takeaway Message

Through the examples and strategies discussed, we’ve seen how specificity in prompts can dramatically change the output, and how breaking down complex tasks into simpler subtasks can make daunting challenges manageable. We’ve explored the power of external tools in augmenting AI capabilities and the importance of systematic testing in ensuring the reliability and accuracy of AI responses. Visit OpenAI’s Prompt Engineering Guide for foundational knowledge that complements our comprehensive exploration of advanced techniques and strategies for optimizing AI interactions.

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shadow-wasser · 5 years ago

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WIP Fic Whenever: Molting Pains

Might as well start doing this again. WIP Fic Friday Whenever is a place where I will put a ‘quick and dirty’ first draft of either a short story or a chapter from a longer story. This will hopefully encourage me to improve my writing output. This is from the ‘Meteorstuck’ AU, but is not strictly-speaking canonical to it. Molting Trolls, yaaaaaaay.

-----------------

Molting Pains

Everything You Ever Wanted to Know About Troll Puberty but Were Too Afraid to Ask

There were lots of strange things about trolls, . Their widely diverse horn shapes, their lack of anything that looked like an ear, their black tongues. And though they were aliens, and some oddities were to be expected, both Dave and Rose agreed that one of the most surprising things about the trolls was that they were so short.

Kanaya only came up to Rose’s chin, Terezi was even smaller, and Karkat’s tantrums made Dave think of an excessively angry gerbil. Even Gamzee was shorter than Rose, though his horns made him look bigger.

Seriously. It was kind of adorable.

Of course, they were still only thirteen, or six if you count in sweeps. Dave and Rose knew they might still put on some inches, and assumed that similar growth rates were true of trolls.

So as the years passed, the humans were only more perplexed and amused to see that the trolls did not grow at all. By the time Dave turned sixteen, he was 5’10” and could easily give Terezi piggy-back rides. He would make jokes frequently at Karkat’s expense, mostly about how the tiny troll was the perfect size for stuffing into a locker.

And the humans didn’t much think of it, honestly, in the chaotic years surrounding the revelation that they would never reach their destination. Even when they had to talk frankly about reproduction, they assumed growing up worked for trolls much the same as humans, differences in anatomy aside. They could be excused for this.

One day, five years after starting their journey, Terezi stopped eating. This would have been of note even if she hadn’t been stuffing her face ravenously for the past several weeks

“You ok?” asked Dave, as for third meal in a row she found herself unable to take a single bite of her grubloaf. “You’re not going to go anorexic on me, are you babe? Is this like, the purge after your binge?”

“I’m fine Dave, it’s none of your business!” snapped Terezi. “I’m just not hungry, that’s all.”

Dave held up his hands defensively. “Ok, ok TZ. Jeeze don’t bite my head off just ‘cause I care, goddamn.”

“If you care then you’ll leave me alone!” growled the troll, and she stomped off to her respiteblock.

“Not that it’s any of my business, but that joke was a bit off-color,” commented Rose, from the next table. “For all you know, Terezi might indeed be having body-image issues.”

Dave frowned. “Aw, come on, that is not happening. She knows I think she’s sexy as hell.”

Rose shrugged. “Have you told her that?”

“Sis, when you’re in a relationship as close as Terezi and I, that shit can go unsaid.”

Rose fixed her brother with a Look, and Dave shut his mouth.

“I’ll… tell her when she comes out.”

-----

Two days later, Terezi had still not come out. She only barely responded to pestering from Dave and Rose, and then usually snippily and without explaining her actions.

“Is she sick?” wondered Dave. “Is she even getting anything to eat or…?”

“She comes out sometimes,” noted Rose. “I saw her in the kitchen the other night. All the lights were off, and she fled the moment I came in. She left the tap running, so I assume she was getting something to drink.”

“She won’t let me help her,” continued Dave. “God, she’s driving me around the bend and right into oncoming traffic like some sort of drunk motorcyclist on a slippery mountain road, guzzling Jack Daniels while he slides towards his certain-”

Rose gave her brother a Look, and he shut his mouth.

“I’ll ask Kanaya,” said Rose. “Maybe she’ll have insight into Terezi’s behavior.”

-----

The other trolls had been remarkably reticent about Terezi, avoiding mentioning her in conversation. And when Rose brought it up to Kanaya, she looked distinctly uncomfortable. Maybe even more so than she had been years ago, when Rose had first inquired into the details of pailing.

Well. Maybe not that much. But comparable, definitely.

“It’s…” Kanaya fidgeted. “It is understandable behavior. Considering her condition.”

Rose blinked. “Condition? You think she’s sick?”

Kanaya shook her head vehemently. “No, no, I did not mean to imply she is ill. She is… well, remember how you described your monthly punctuation marks? I found that to be rather alarming at first, though you seem to find it natural.”

Rose smiled, slightly. “Ah. That explains some, but not all. I thought trolls didn’t get menstrual cycles?”

“Of course not. But the… mood alteration appears to be similar, during molt.”

That was a new term. “Molt?”

“Yes,” Kanaya nodded. “That’s right.”

There was a long pause.

“Well,” said Rose. “I think you might need to explain, as I associate the word ‘molt’ with a bird losing its feathers.”

Kanaya glanced uncomfortably to the side. “But… surely… when you transition to adulthood…”

It took some time, and considerable coaxing, for Rose to get the whole story from her matesprit

Dave, meanwhile, had taken things into his own hands.

----

“Terezi!” hollered Dave, pounding his girlfriend’s door. “Terezi, Gamzee is going on a rampage! You have to-”

The door opened and out whipped a cane, roughly shoving Dave out of the way. “Where? Where is he??”

“Oof!” Dave stumbled, fending off the cane. “Terezi, I’m kidding, he’s not actually-” Then he straightened, and got a good look at her.

Terezi looked horrible. Her skin looked sickly, mottled with irregular patches of light and dark grey. Her face was bloated and swollen, like she was having a severe allergic reaction, her horns had lost some of their vibrant ‘candy corn’ coloration, and even her hair looked like it was thinning. She was also not wearing any clothes, though she’d wrapped a towel around herself. She looked furious.

Dave stared. “Jesus, Terezi, what happened to you?”

-----

“I have not started the molt myself, obviously. At least not my terminal one. We molt when we are wigglers, and presumably pupation is a kind of molt.” Kanaya brushed back a strand of hair. “Anyway, I learned some basic anatomical diagrams from the schoolfeed, but most of what I know comes from hearsay. So I cannot say for sure which anecdotes are over-generalized or exaggerated, and which universal.”

Rose nodded, and continued to take notes.

-----

“Dave!?! How could you kid about something like that?” Terezi gripped her towel around herself more tightly. “This isn’t a fucking joke!”

“Terezi, you look like shit,” said Dave bluntly. “Is this some kinda troll disease? Did friendship literally give you a disease?”

“Oh my god. Dave, just… Ok, fine, come in.”

------

“Terezi may be acting in a self-defensive manner because she feels herself vulnerable,” continued Kanaya. “During molt, it’s expected that one’s usual physical capabilities become lessened. So the urge to retreat to a safe, secluded place is common.”

-------

Terezi’s room was dark, and Dave briefly lifted his shades so he could see. Terezi had covered the floor with rags, towels, and old clothes, and there were some stuffed dragons stacked in the corner, but the room looked otherwise normal.

Dave lowered the shades and sat down cross-legged across from Terezi, who had pulled the towel around her like a kind of robe.

“So,” said Dave after a moment. “You gonna tell me what’s going on, or what?”

Terezi said nothing.

“I’m worried about you,” said Dave. “And fuck, Rose is worried too.”

He reached over, to put his hand on Terezi’s shoulder, but she flinched away. “Please don’t touch me right now, Dave.”

------

“And is this process…. painful?” asked Rose.

Kanaya shrugged. “I imagine so. Sollux once confided that his hivestem neighbor screamed for days, during theirs. But it might not be so bad for everyone.”

-----

“Terezi…” Dave’s voice was quiet. “You're not... dying, are you?”

Terezi barked an explosive laugh. “Dying! Ahahaha, Dave, you’re so stupid.”

“Well excuse me that I don’t know the difference between like, Troll Chickenpox and Troll Ebola!”

“Dave, I’m not dying.” There was a rustle as Terezi wiped a tear, of what Dave assumed was laughter, out of her eyes. “I’m just growing up.”

----

“I think, beyond even the physical nature of the molt, the experience can be mentally very painful and frightening,” mused Kanaya. “Because we mostly learn the details from our cohort, who go through it and then are immediately shipped off world by the drones. It’s a great unknown, almost as much so as dying.”

Rose paused to consider. “That is… very insightful of you, Kanaya. I think you’d be good at psychoanalysis.”

Kanaya smiled. “I shall take that as a compliment.”

----

Dave nodded, slowly. “Ok. So let me get this straight. You’re… going through like, troll puberty?”

“I don’t know much about your teas of puber, but I am transitioning from an adolescent to an adult.”

“Right, same thing.” Dave paused. “But, I gotta say, when we humans do this, we don’t starve ourselves alone in the fucking dark.”

Terezi groaned. “Can we not go into the details? It is extremely embarrassing.”

“No, really,” pushed Dave. “Is this gonna be a regular thing now? As your boyfriendsprit, I just want to know.”

-------

“So how long does this take?” Rose queried.

“Not terribly long. The pre-molt appetite disturbances might last several weeks, but I haven’t heard of a molt itself lasting longer than perhaps a few days.”

-----

“No.” Terezi sighed, and shook her head. “When it’s done, it’s done.”

“Well, thank Troll Jegus for that.” Dave paused, embarrassed. “Terezi, look, I’m sorry I interrupted you in your adolescent emo phase or whatever, but I really was worried.”

“I appreciate your concern,” replied Terezi. “But I really will be fine.”

Dave got to his feet. “And since I take it you don’t want company, I will respect that and give you your privacy. Just… let me know if you need anything, ok? Food… Blankets… Faygo…”

Terezi made a gagging noise. “Smartass.” But he could hear the smile in her voice.

Dave turned to leave, opening the door.

“Wait. Dave.”

Dave paused.

“I… would actually like it if… you stayed. Not in the block but… outside? Like you were guarding the door?”

Dave’s face was impassive. “Sure, anything you need.”

Dave left, and took a place outside the room. He leaned against the door to the respiteblock, and made himself comfortable.

-----

And Rose found him there, leaning against Terezi’s door. “Dave,” she said. “I think I’ve gleaned the information we need, from Kanaya.”

Dave shrugged. “Yeah, I know. Puberty comes late for trolls, go figure.”

Rose paused. “You know about the molt? Did you speak to Terezi about it?”

Dave nodded. “Yep. It’s all cool now.”

“Oh,” Rose blinked. “Good, then. I’m glad we’ve sorted this out.”

After a moment, she continued on her way. But Dave stayed.

-----

Dave stayed by Terezi’s door, awake and asleep, for the next two days. Rose, Kanaya, and sometimes Karkat brought him food, but he ate only sparingly.

“It could be Terezi’s pheromones,” murmured Kanaya. “I’ve heard false-molt like symptoms can be induced by staying close to someone going through it.”

Rose doubted that, not least because Dave was human and not troll. But still, sympathy might have something to do with it. She would have to take notes on this fascinating new development.

------

On the second night, Dave was jolted awake by the sound of a door opening. He sat up, heart pounding, and watched as a stranger stepped out of Terezi’s room.

The stranger turned to face Dave. She - and it was definitely a she, she was only wearing two towels wrapped around her top and bottom like a toga- she must have been six foot at least, and she had pointed, deep orange horns, and thick, black hair, down to her shoulders. Her skin was this insane shade of velvet black, with a matte sheen, so dark he could barely make out the features of her face. She smiled, dead-red eyes gleaming, and showed a mouthful of silvery fangs.

“Hello, Dave,” she said.

Holy shit.

“Dave? You okay, coolkid?”

The troll-woman reached down to help Dave up, pulling him easily to his feet.

“Terezi,” gasped Dave. “You-”

Terezi crossed her arms, and twisted her mouth to the side. “I what?”

Dave swallowed, looked her up and down.

“You,” he said. “Are sexy as hell.”

#daverezi #meteorstuck #wip fic #homestuck #fanfic extra #troll headcanons #my fic #fanfiction #dave strider #terezi pyrope #rose lalonde #kanaya maryam #tw anorexia #troll biology

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