AI Language Models
AI -LLM – Learning Language Modules
Chat GPT – OpenAI
Amazon Q
Bing AI – Microsoft
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AI -LLM – Learning Language Modules
Claude – Anthropic
https://claude.ai/login?returnTo=%2F%3F
Gemini – Google
Google Gemini – Launch Free Version
Advanced Gemini – Launch Paid Version
Gemini App for Android and IOS
Chrome Browser Extension – The Google Gemini Chrome Extension is a cutting-edge browser tool that allows users to engage with Google’s Gemini AI Chatbot right from their browser sidebar. This extension is ideal for those who require quick answers and insights while working on the web.
AI Learning Tools
Google Gemini Course for Beginners
Introducing Gemini – Blog
Google Deepmind – Blog
Machine Learning and Artificial Intelligence
Linkedin – Gemini Online Training Courses
Google Gemini Course for Beginners
Llama 3 – Meta
https://www.meta.ai
Perplexity – Perplexity
App available: IOS
Welcome to Perplexity! (1 of 7)
For the past two decades, we navigated the internet through search engines.
With every passing year, however, these search engines have become noisier and less reliable. The ten blue links they provide have transformed into sponsored posts, advertisements, and clunky, ad-filled blogs.
The future of search provides answers, not links, from quality sources across the web. It explores the corners of the internet in real-time – from academic research to news articles. The answers are derived from trusted sources and include transparent citations.
Perplexity is the world’s first answer engine: redefining search with direct answers to all of your questions.
Over the next seven days, we’re excited to show you how to get the most out of Perplexity by sharing some of our favorite features and use cases. Chat soon!
Try out your new features (2 of 7)
Hello again,
Now that you’ve signed up, you’ve unlocked access to our most powerful features to search the web. Let’s walk through them 
Save and organize your searches
Every search thread will be saved to your private Library. Like to stay organized? You can group these threads into Collections. Feel free to make your Collection public and invite your friends (or keep it private!).
Pro Search finds more sources
Toggle on Pro Search when you would like us to consider more sources for your answer (three times as many to be specific!). You can use Pro Search up to 5 times per day (or 600 times per day as a Perplexity Pro subscriber!). 
Set up your profile to personalize your experience
Do you prefer concise replies, certain sources, or specific formatting? Set up your profile to make sure every answer you receive fits your preferred style.
Upload files and ask questions
Drag and drop any file type and start asking it questions. Common use cases include summarization, fact checking, and finding similar sources.
We’re just getting started and are thrilled to have you along for the journey. Tomorrow, we’ll tell you about how Perplexity is different than other search and AI tools.
What makes Perplexity different? (3 of 7)
Hi there,
There are a lot of different AI tools out there right now. Today, we’ll share (our opinion) of how Perplexity is different than other search engines and AI tools.
Perplexity focuses on search. You ask a question, we scour the internet and find the 15+ highest-quality sources, and then craft the perfect answer for you. Here’s what makes us stand out:
1. We always cite our sources
If you care about accuracy and trust, Perplexity is the perfect tool for you. In every answer, we include citations of the sources we used. Curious to see where our answer came from? Just click on the number or the source tab to open the link. Other tools just provide black boxed answers.
2. We consider up-to-date and high-quality sources
We have real-time access to the web, which means our answers are always up to date – you can learn about news that is happening in real-time! Other tools are missing recent sources (or are incredibly slow).
3. We provide related questions and infinite follow ups
We generate a list of three follow up questions after every answer so you can explore further. Our mission is to help you find answers as quickly as possible.
4. We let you search more than just text
Not every answer requires a paragraph of text. We include images, videos, graphs, charts, and visuals cues. Search is multi-modal.Search with Perplexity
Tomorrow, we’ll walk you through Pro Search – our most powerful search option.
What is Pro Search? (4 of 7)
Hi there,
It’s time you learned about Pro Search – our most powerful search offering. Toggle on Pro Search when you’re looking for a longer and more detailed answer that considers more sources.
On average, Pro Search includes three times as many sources as Quick Search
We leave no stone unturned. Pro Search scours the internet to find all of the relevant sources for your answer.
Pro Search answers are longer and more detailed
Are you a know it all? Pro Search answers are longer and include more detail than Quick Search, enabling you to dive deeper into a topic in less time.
Pro Search ask clarifying questions
Pro Search asks preliminary questions to understand your needs before searching the internet and crafting the perfect answer.
All users have access to five Pro searches each day. Perplexity Pro subscribers can enjoy up to 600 Pro searches each day. Try it out today!
Is Perplexity Pro for you? (5 of 7)
For those who want to unlock a whole new level of productivity and efficiency, Perplexity Pro is our premium search subscription. Join over 100,000+ users who subscribe to Perplexity Pro for a high-end search experience.
Here’s what Perplexity Pro provides at just $20 per month:
Unlimited Pro Searches per day
Are you limited by just five Pro Searches? Perplexity Pro subscribers can enjoy unlimited Pro Searches each day. As a reminder, Pro Search includes three times as many sources and provides longer, more in-depth, answers.
Use the top AI models for every search
Choose between GPT-4 for its in-depth and detailed responses, Claude 3 for its natural sounding answers and summarization ability, or Perplexity’s model for concise, fast and accurate answers. The choice is yours. Perplexity Pro subscribers can update their default model in settings. 
Unlimited file uploads
No more constraints. Upload plain text, code, or PDFs and let Perplexity extract the most pertinent information to provide relevant responses to your search. 
Generate up to 50 images per day
Generate images and complement your search responses with visual representation. We offer a range of styles to choose from.
Focus with Perplexity (6 of 7)
Do you ever add “Reddit” to the end of your search to avoid sponsored posts or sites full of affiliate links? Or, maybe you only want answers that come from trusted academic research papers?
We use to as well, which is why we built Focus.
Focus allows you to narrow down your search to specific sources. Whether you are looking for genuine feedback on Reddit, searching across billions of videos on Youtube, or conducting scientific research, Focus is for you.
Here’s how to get started with Focus:
Hit the “Focus” button when starting a new thread
The Focus button is at the bottom left of the search box. It lets you choose the data source you want to prioritize.
Select the desired option from the drop-down menu
You can choose from different options, such as academic journals or multimedia content (e.g., YouTube).
Enjoy a fast and accurate answer
Because you know exactly where to look for answers, you’re in control of your search and help Perplexity deliver the result you’re looking for.
Discover Daily by Perplexity (7 of 7)
We hope this past week has been filled with answers from Perplexity. In our final onboarding email, let’s talk about Perplexity Discover.
Every day, our team finds the most fascinating headlines in science, AI, and technology, and turns them into engaging content prepared by Perplexity.
Discover is the best way to keep up with the latest trends and innovations. Check it out on our website or in our mobile app.
Prefer to listen? Perplexity partnered with ElevenLabs to launch a first-of-its-kind AI-generated podcast: Discover Daily. In just a few minutes, you can catch up on the top technology headlines of the day – perfect for your morning commute.
- Open Ai – Chatgpt (partnered or investment with Microsoft)
- Anthropic – Claude (partnered or investment with Amazon)
- Google – Gemini
- Microsoft – Bing AI (partnered or investment with Open AI)
- Meta – Llama 3
- Perplexity – Perplexity
- Apple (buiding its own AI chip)
- Tesla (building its own AI chip)
AI Prompts
AI Prompts
Prompting for personal and professional use
The effectiveness of interaction with large language models (LLMs) like ChatGPT largely hinges on the type of prompts used.
These prompts, or questions and instructions posed to LLMs, are not just simple queries but gateways to unlocking the vast potential of generative AI. Understanding the different categories of prompts is crucial for users to effectively communicate with AI, ensuring that they receive accurate, relevant, and insightful responses.
This comprehensive guide delves into the 10 most common prompt categories. Each category serves a unique purpose, from fetching straightforward information to engaging in complex, creative endeavors. By mastering these categories, you can tailor their approach to AI interaction, optimize their use of technology, and harness LLM’s full capabilities to meet a wide array of needs.
10 Most Common AI Prompt Categories
1. Static Prompts
Static prompts are the foundational elements in the realm of AI interactions. These prompts are characterized by their directness and simplicity. They do not change based on context or prior interactions, making them highly approachable for beginners.
The essence of a static prompt is its straightforward nature – it asks for specific information or a particular response without any need for interpretation or adaptation by the AI.
Use Cases and Applications
Information Retrieval: Static prompts excel in straightforward information retrieval tasks. When a user needs a direct answer to a simple question, such as “What is the capital of France?” or “Define Newton’s laws of motion,” static prompts are the go-to choice. They provide quick, accurate answers to factual queries, making them invaluable for educational purposes or general knowledge inquiries.
Basic Commands: These prompts are also crucial for executing basic commands. Tasks like translating a phrase (“Translate ‘good morning’ to Spanish”) or summarizing content (“Summarize the main points of the latest UN climate report”) are prime examples where static prompts deliver efficiency and clarity.
Fact-Checking: In the era of information overload, static prompts are essential for fact-checking. They offer a reliable way to verify information rapidly, whether it’s checking historical data, confirming the accuracy of a statement, or clarifying a scientific fact.
2. Prompt Composition
Prompt composition is the art of crafting prompts that are nuanced and tailored to elicit detailed and specific responses. This category requires a deeper understanding of language nuances and how the structure of a prompt can influence the AI’s response.
It goes beyond the straightforward nature of static prompts, involving a strategic approach to phrasing and context.
Use Cases and Applications
Complex Queries: These prompts are particularly effective for complex questions that require comprehensive answers. For instance, a prompt like “Discuss the socio-economic impacts of urbanization” demands a detailed and multifaceted response, showcasing the AI’s ability to handle complexity.
Creative Assistance: Prompt composition shines in creative contexts. Whether it’s generating ideas (“Suggest five unique themes for a science fiction novel”) or producing creative content (“Write a short story set in a futuristic world”), these prompts push the AI’s creative boundaries.
Problem Solving: This category is also pivotal in problem-solving scenarios. Prompts such as “Propose strategies to increase engagement on social media platforms” or “How can renewable energy be more cost-effective?” require the AI to analyze, synthesize information, and provide practical solutions.
3. Prompt Templates
Prompt templates are about standardization and efficiency. They consist of pre-designed formats for prompts that can be reused and adapted across different scenarios.
These templates ensure consistency in the responses and save time, especially in professional or educational settings.
Use Cases and Applications
Educational Settings: In education, prompt templates are used for structured exercises, like explaining a concept (“Explain the Pythagorean theorem”) or conducting quizzes (“What are the major causes of the First World War?”). They provide a uniform approach to learning and assessment.
Business Environments: For businesses, these templates streamline inquiries and reports. Examples include generating a financial report (“Summarize the quarterly financial performance of Company X”) or handling customer service queries (“Explain our refund policy”).
Routine Inquiries: They are also ideal for regular or repetitive questions. For instance, in personal organization, prompts like “What’s on my agenda for tomorrow?” or “List my pending tasks” are examples of prompt templates simplifying daily routines.
4. Contextual Prompts
Contextual prompts represent a sophisticated level of AI interaction. These prompts are sensitive to the ongoing context, previous interactions, or specific situations.
They require the AI to understand and incorporate the surrounding circumstances or conversation history into its response, making them highly dynamic and personalized.
Use Cases and Applications
Continued Conversations: These prompts are integral in scenarios where conversations build over time, like therapy sessions (“How can I manage my stress based on our last conversation?”) or customer service interactions (“Considering my previous purchases, what product would you recommend?”).
Context-Dependent Queries: They are ideal for questions that build upon earlier interactions or information. For instance, in business strategy discussions (“Based on last quarter’s sales data, what should our focus be for the next campaign?”), the AI must reference past data and discussions.
Personalized Recommendations: Contextual prompts excel in providing tailored advice or suggestions. Whether it’s recommending books based on reading history or suggesting travel destinations based on past preferences, these prompts adapt to individual user profiles.
5. Prompt Chaining
Prompt chaining is a methodical approach where the output of one prompt serves as the input for the next. This sequence creates a progressive dialogue or thought process, allowing for more complex and in-depth interactions.
It’s akin to guiding the AI through a series of logical steps or stages.
Use Cases and Applications
Step-by-Step Guides: Ideal for tasks requiring detailed instructions, like cooking (“Give me a step-by-step guide to make lasagna”) or DIY projects (“How do I build a bookshelf?”).
Extended Analysis: In analytical tasks, prompt chaining breaks down complex subjects into manageable parts. For instance, conducting a business analysis (“Start with a SWOT analysis for XYZ Corporation, then evaluate its market positioning”) demonstrates how chaining can facilitate comprehensive understanding.
Story Development: In creative writing, chaining prompts assists in developing narratives or characters progressively (“Start with a character introduction, then describe their first major challenge”).
6. Prompt Pipelines (Retrieval Augmented Generations)
Prompt pipelines represent a sophisticated blend of AI’s generative abilities with external data retrieval.
This approach enhances AI responses by integrating relevant, external information, ensuring that the AI’s output is not only generated based on its internal knowledge base but is also augmented with up-to-date data from external sources.
Use Cases and Applications
Data-Driven Responses: In scenarios where current, real-time data is crucial, such as financial analysis (“Provide the latest trends in cryptocurrency markets”) or sports updates (“Update me on today’s NBA scores”), prompt pipelines are invaluable.
Research Queries: These prompts enable comprehensive academic or professional research, where referencing the latest studies or data is essential. For instance, a prompt like “Summarize recent findings on Mars exploration” would yield a response enriched with the latest research publications.
Current Events: For discussions or inquiries about recent news or developments, such as “What are the latest developments in the COVID-19 vaccine research?” prompt pipelines ensure that the AI’s responses are current and relevant.
7. Autonomous Agents
Autonomous agent prompts empower AI to act as an independent decision-maker and executor.
These prompts are structured to encourage AI to take initiative, interpret complex instructions, and provide solutions or perform tasks autonomously, without the need for detailed step-by-step guidance.
Use Cases and Applications
Task Automation: Ideal for automating routine tasks, such as scheduling (“Schedule a meeting with my team for next Thursday”) or managing email responses (“Automate responses to common customer inquiries”).
Decision Support: These prompts are crucial in scenarios where AI assists in decision-making processes. For example, prompts like “Based on the current market data, suggest the best investment strategy” enable AI to analyze data and offer informed suggestions.
Interactive Scenarios: In gaming or simulation environments, autonomous agents respond and make decisions independently. For example, in a simulated business environment, the AI might decide on marketing strategies based on evolving market conditions.
8. Prompt Tuning / Soft Prompts
Prompt tuning or soft prompts involve the subtle manipulation of prompts to steer AI responses within specific parameters, styles, or tones.
This technique is essential for eliciting responses that align with a particular narrative voice, level of formality, or thematic direction, ensuring that the AI’s output resonates with the intended audience or purpose.
Use Cases and Applications
Style Mimicking: This is used to generate content that matches a specific writer’s style or a particular genre, like “Write a horror story in the style of Edgar Allan Poe” or “Create a motivational speech in the style of Martin Luther King Jr.”
Tone Adjustment: Adjusting the tone of responses to suit the context or audience, whether it’s formal (“Draft a formal business proposal”), casual (“Write a friendly reminder email”), humorous, or empathetic.
Thematic Consistency: Ensuring thematic consistency across a series of interactions or content, such as maintaining a consistent environmental focus in a series of blog posts or a consistent narrative theme in a story.
9. Interactive Prompts
Interactive prompts are designed to foster dynamic, engaging, and responsive interactions.
These prompts encourage the AI to participate in scenarios that are not just informative but also entertaining, requiring the AI to adapt to unpredictable inputs while remaining coherent and contextually appropriate.
Use Cases and Applications
Role-Playing Games (RPGs): In RPGs, AI facilitates immersive storytelling and character interactions, like “Continue the story where the hero faces a moral dilemma”.
Educational Simulations: In educational settings, interactive prompts create simulated environments for learning. For example, “Simulate a diplomatic negotiation between countries for a history class”.
Interactive Storytelling: Engaging users in stories where their choices influence the plot, such as “Create an interactive mystery story where the reader decides the detective’s actions”.
10. Creative and Generative Prompts
Creative and generative prompts are the pinnacle of AI’s creative potential. These prompts encourage the AI to engage in creative thinking, produce novel ideas, and generate artistic expressions, extending beyond factual responses to explore the realms of imagination and innovation.
Use Cases and Applications
Artistic Creations: AI is used to generate various forms of art, like poetry (“Compose a sonnet about the sea”), stories (“Write a short story about a time-traveling adventure”), music, or visual art.
Idea Generation: In brainstorming sessions, AI generates innovative concepts or solutions, such as “Suggest unique marketing strategies for an eco-friendly product”.
Content Diversification: Expanding content into new areas or formats, like reinterpreting a technical blog post as a script for an educational video or transforming a news article into a podcast episode.
Maximizing the Potential of AI Prompts
As we conclude our comprehensive exploration of AI prompt categories, it’s clear that the way we interact with AI has profound implications for the quality and utility of the responses we receive. From the straightforwardness of static prompts to the creative depths of generative prompts, each category offers unique tools for harnessing AI’s capabilities.
To optimize your AI prompts, check out this article with 8 Tips To Maximize AI Prompt Effectiveness.
Summarizing Key Insights
- Static Prompts provide direct and concise information, ideal for quick fact-checking and basic queries.
- Prompt Composition allows for more nuanced and specific responses, suitable for complex questions and creative assistance.
- Prompt Templates offer a standardized approach for consistent responses in educational and business settings.
- Contextual Prompts leverage the AI’s ability to understand and integrate conversation history for more personalized interactions.
- Prompt Chaining enables a sequential exploration of ideas, ideal for detailed guides and extended analysis.
- Prompt Pipelines augment AI responses with real-time, external data, invaluable for data-driven tasks and current event updates.
- Autonomous Agents empower AI to perform tasks and make decisions independently, streamlining task automation and decision support.
- Prompt Tuning/Soft Prompts fine-tune the AI’s responses for specific styles, tones, and thematic consistency.
- Interactive Prompts engage users in dynamic and responsive scenarios, enhancing learning and entertainment experiences.
- Creative and Generative Prompts unlock AI’s potential for original and imaginative content, fostering artistic and innovative outputs.
The art of crafting AI prompts is as much about understanding the technology as it is about clarity, creativity, and strategic thinking.
By mastering these prompt categories and tailoring them to your specific needs, you can unlock the full potential of AI to provide valuable, insightful, and innovative responses.
Whether for practical tasks, educational purposes, business strategies, or creative endeavors, AI prompts stand as powerful tools in the journey of discovery, efficiency, and advancement in the digital age.
Tips for creating a great prompt
But what if you want to craft a great prompt all by yourself? Here are some suggestions — ask yourself these questions to help you create a better prompt:
- Objective: What is the goal of the post? Are you promoting a product, sharing information, driving engagement, or something else?
- Target audience: Who is the intended audience for this post? Understanding your audience helps tailor the tone and style accordingly.
- Content: Always provide the main content you want to include in the post. It could be a specific message, a call-to-action, or any other specific details you’d like to share.
- Keywords/hashtags: Provide any specific keywords or hashtags you want to include to improve visibility and engagement.
- Tone and style: Do you have any preferences for the tone and style of the post? For example, friendly, informative, cheeky, to-the-point, etc.
- Branding: If applicable, share any branding guidelines or information you’d like to incorporate into the post.
- CTA (call-to-action): If you want to direct the audience to a website, landing page, or any specific action, please provide the link or CTA details.
Buffers AI Assistant – Create AI-tailored content, designed specifically for your audience and social network.
50 AI prompts to kickstart your creativity
Create a post that compares and contrasts [topic A] and [topic B] for [target audience] (use).
Create a post that features [number] essential tools or resources for [target audience] related to [topic] (use).
Write a post that shares the top [number] influencers or thought leaders to follow in [industry/field] (use).
Generate a post that highlights [number] creative ways to use [product/service] for [target audience] (use).
Create a post that shares a personal story or experience related to [topic] and its impact on your life or business (use).
Write a post that offers [number] productivity hacks or time-saving tips for [target audience] related to [topic] (use).
Create a post that highlights the environmental, social, or economic benefits of [topic] for [target audience] (use).
Generate a post that showcases [number] common challenges faced by [target audience] and offers solutions related to [topic] (use).
Write a post that discusses the future of [industry/field] and its implications for [target audience] (use).
Create a post that features a giveaway or contest related to [topic], encouraging engagement from [target audience] (use).
Draft a post that includes a roundup of [number] best articles, podcasts, or videos related to [topic] for [target audience] (use).
Write a post that explores the history of [topic] and its evolution over time (use).
Create a post that shares [number] interesting or lesser-known facts about [topic] and their relevance for [target audience] (use).
Based on [enter link], share [number] ideas for a social media post (use).
Write a [social media name] post about [topic] that includes a call to action for [target audience] (use).
Draft a post that showcases [number] ways to [achieve a specific goal related to the topic] (use).
Create a post that breaks down [complex topic] into simple steps for [target audience] (use).
Write a post that shares the latest news and developments in [industry/field] (use).
Draft a post that offers [number] expert tips for [topic] for [target audience] (use).
Create a post that explains the benefits of [product/service] for [target audience] (use).
Write a post that features [number] inspiring stories related to [topic] (use).
Draft a post that shares [number] interesting facts about [topic] (use).
Create a post that lists [number] common misconceptions about [topic] and provides accurate information (use).
Write a post that compares [product/service A] and [product/service B] in terms of [specific aspect or feature] (use).
Create a social media post that announces [content piece] and highlights its key takeaways for [target audience] (use).
Draft a post that features a quote from [content piece] and provides a link to read more (use).
Write a post that showcases [number] reasons why [target audience] should check out [content piece] (use).
Create a post that highlights the unique features of [content piece] and its benefits for [target audience] (use).
Draft a post that provides a behind-the-scenes look at the creation of [content piece] (use).
Write a post that features [number] testimonials from satisfied readers of [content piece] (use).
Create a post that asks [target audience] to share their thoughts on [content piece] and provides a link to read more (use).
Draft a post that offers [number] exclusive tips or insights from [content piece] not found anywhere else (use).
Write a post that showcases the positive impact [content piece] has had on [specific industry or field] (use).
Create a post that presents [content piece] as a solution to [specific problem or challenge faced by target audience] (use).
Rewrite this social post in a more engaging style: [add the social media post] (use).
Turn this LinkedIn post into a Twitter Thread: [add the LinkedIn post] (use).
Take this Facebook post and transform it into a caption for Instagram: [add the Facebook post] (use).
Take this YouTube description and create a TikTok caption for the video: [add the YouTube description] (use).
Read my 5 best performing social posts and come up with a new post in a similar style: [add 5 best performing social posts] (use).
I run the [social media name] for a [type of account]. Share [number] ideas to help increase engagement on my account (use).
Generate [number] [post type] announcing the launch of our new [product/service name & description] (use).
Create a social media post that showcases the benefits of [product/service] for [target audience] (use).
Generate a motivational quote for [target audience] related to [topic] (use).
Write a how-to post on [topic] for [target audience] (use).
Create a post that highlights the latest trends in [industry/field] (use).
Generate a list of [number] tips for [target audience] on [topic] (use).
Write a post that explains the science behind [topic] like you would to a 5-year-old (use).
Create a post that debunks common myths about [topic] (use).
Generate a post that discusses the impact of [topic/event/trend] on [industry/field] (use).
Write a post that features [number] success stories related to [topic] (use).
AI Chips
AI – Amd
https://www.amd.com/en/solutions/ai.html
AI Arm
https://www.arm.com/markets/artificial-intelligence
AI – Intel
https://www.intel.com/content/www/us/en/artificial-intelligence/processors.html
AI Nvidia
Nvidia Product Pipeline AI Chips
- 2024 Blackwell
- 2025 Blackwell Ultra
- 2026 Rubin GPU and Vera CPU
- 2027 Robin Ultra
AMD Product Pipleline AI Chips
2026 MI400
2024 Q4 MI325X Accelerator
2025 MI350 Series
AI – Qualcomm
https://www.qualcomm.com/products/technology/artificial-intelligence
AI Resources
AI Resources
OpenAI – Microsoft Edge and Bing
Generated Text by AI
Understanding Research Papers Better
Create Content at Scale
- Content at Scale
Content Rewriter - Quillbot
- Ryan Robison
- ahrefs
- Editpad
AI Conversation
AI Authors – Blogs
Miles Rote – Blog