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  • EP02 Newsletter: The AI Job Market, Prompt Injection, Prompt Marketplace Dynamics and Unique Uses of Midjourney

EP02 Newsletter: The AI Job Market, Prompt Injection, Prompt Marketplace Dynamics and Unique Uses of Midjourney

Insights on the Impact of AI on Jobs and Society. The Dark Side and Fun Possibilities of Hijacking Language Models and The Wild West of Prompt Marketplace.

Hey there, prompt engineers and AI enthusiasts!

We're back with our second episode, packed with fantastic content and resources to explore.

In this week’s episode…

To start things off, by joining the realm of newsletters, we want to spotlight one of the best newsletters on our radar – Guide to AI, by Nathan Benaich. 

For those hungry for even more AI insights, we highly recommend checking out the State of AI Report. This comprehensive analysis, brought to you by AI investors Nathan (yes, the same Nathan behind Guide to AI) and Ian Hogarth, is a comprehensive overview of the AI landscape.

1. The AI Job Market

Stanford University released a 386-page report, "Artificial Intelligence Index Report 2023", about AI's impact on society and culture, which we recommend reading. The report notes that AI-related jobs are on the rise, with 2% of job listings in the US and 1.3% in the EU being related to AI, and this is expected to increase.

While it can be challenging to pinpoint exact statistics on AI's influence on job opportunities, we're witnessing a surge in AI-related positions within the learnprompting.org community and on Discord job listings.

Related to this topic, Goda has been exploring the integration of GPT with Google Sheets, examining the intersection of 67 job titles and 36 industries to understand better how LLMs and Generative AI will impact the job market.

The outcome is an extensive document that allows Goda to identify potential use cases for various professionals and how they can harness AI technology in their everyday work. Although not without its flaws, this resource offers a solid foundation for idea generation.

Digging deeper, Goda conducted a keyword analysis across the document, seeking patterns and trends linked to specific tasks and industries.

Feel free to explore this yourself:

As a business analyst and consultant, your task is to identify five use cases in which {Job title} working within the {Industry name} industry can benefit significantly from incorporating Language Models (LLMs) and Artificial Intelligence (AI) into their daily tasks. Your response should clearly explain each use case, detailing how LLMs and AI would improve efficiency, accuracy or decision-making processes for these professionals. Please consider various aspects of the {Industry name} industry when identifying these use cases. Additionally, focus on providing unique insights that demonstrate the potential impact of integrating LLMs and AI technologies into the specific context of this industry.

2. Prompt Injection

This research paper sparks a discussion about the Prompt Injection technique used to hijack a language model's output.

We talk about one example which criticizes OpenAI Content policy and goes wild. Check out this Linkedin post to see GPT 4 go wild with its response.

3. Prompt Marketplace Dynamics: The Wild West

https://promptbase.com/profile/synthminds

Beyond personal applications, AI tools are reshaping the job market. Companies that embrace AI and invest in hiring more workers are poised to take their business to new heights. By harnessing AI tools, organizations can automate mundane tasks, thereby increasing productivity, reducing costs, and streamlining operations. Moreover, AI can empower employees by allowing them to focus on more creative and intellectually stimulating tasks, which can lead to greater job satisfaction and increased innovation.

The Wild West of AI Prompts: Exploring the Lucrative and Uncharted Territory of the Prompt Marketplace

The world of artificial intelligence is constantly evolving, and with it comes new opportunities for innovators and entrepreneurs. One such area is the AI prompt marketplace, which has been likened to the Wild West, with few rules and regulations governing its development. As AI becomes more integral to various industries, the demand for high-quality prompts has surged, giving rise to a thriving ecosystem of prompt sellers and buyers. In this article, we discuss the state of the prompt marketplace, the types of prompts available, and the potential for passive income generation for sellers.

The prompt marketplace is currently in its infancy, characterized by a lack of standardization and regulation. However, amidst this chaos, certain platforms and services have emerged as frontrunners in the space. Promptbase.com, for example, has established itself as the market leader, providing a wide variety of prompts for AI users and developers.

The podcast highlights various types of prompts available in the marketplace, including zero-shot and role prompts. While many of these are available for free, there is a growing demand for high-quality, paid prompts that can cater to specific use cases and industries. This demand has opened up avenues for prompt sellers to generate passive revenue by selling inexpensive prompts.

Some of the global top 25 sellers on promptbase.com have already sold over 1000 prompts and are on track to generate upwards of $100,000 in passive income through prompt sales. This lucrative market has caught the attention of many entrepreneurs and AI enthusiasts, who are looking to capitalize on this growing demand.

For those interested in exploring the world of AI prompts, whether as a seller or buyer, it is essential to develop the necessary skills and knowledge. Learnprompting.org is a valuable resource that offers training and insights to help individuals sharpen their prompting skills and succeed in this burgeoning market.

The AI prompt marketplace is an exciting and rapidly evolving space, offering significant opportunities for those willing to navigate its challenges. As the demand for high-quality prompts continues to grow, the potential for passive income generation has attracted many entrepreneurs and innovators. By harnessing platforms like promptbase.com and resources like learnprompting.org, individuals can capitalize on this demand and potentially secure a lucrative future in the Wild West of AI prompts.

4. Midjourney Unlocks The Transformative Power of AI:

The rapidly evolving field of artificial intelligence (AI) is transforming industries, and as a result, our lives. With AI tools becoming more sophisticated and accessible, we are witnessing a revolution in how we engage with technology. One such example is the AI-powered image generation tool, Mid Journey. In this week’s episode of How to Talk to AI, the team delved into the fascinating power of AI tools and the profound impact they can have on our lives, both professionally and personally.

The Power of Photorealistic Images

Mid Journey is an AI tool that can generate photorealistic images, allowing users to bring their visions to life with striking accuracy. The podcast shared an emotional story of an individual who used Mid Journey to create beautiful images of their late father. This heartwarming example illustrates how AI tools can help people connect with their past, preserve memories, and even bring comfort in times of loss. As AI technology advances, we can expect it to continue enriching our lives in meaningful ways.

5. Research Corner, the Best and Latest in AI

https://arxiv.org/abs/1706.03762

Attention is All You Need , the groundbreaking 2017 paper, has now been cited over 66,000 times, highlighting its immense global significance in the field of natural language processing(NLP). This paper introduced the innovative Transformer model, which has since become a fundamental building block for a wide range of NLP tools that we hear about and read in our newsfeeds daily.

As we continue to explore the depths of natural language processing with tools like chatgpt, and explore how to talk to AI, it’s important to recognize easily one of the most significant and revolutionary contributions of our generation.

6. Prompts, served Hot and Fresh weekly

Since this week we had a touching story about how a user connected with his departed father, here’s the Prompt generation engine Wes shared with the individual. New and improved for version 5, this Midjourney prompt creator with output long and detailed Midjourney prompts complete with descriptions, parameters, and modifiers to achieve the highest quality images. Version 5 has added natural language processing skills, and this prompt leverages and considers all the new features of this incredible AI tool.

Here’s the Prompt:

I want you to understand and store the following information about version 5 of the Midjourney image generation tool:

Midjourney AI is an extremely creative tool that helps its users in creating images with the help of commands. These images are created based on the imagination of the user.

All About Midjourney AI

In this article, we will learn about Midjourney in detail. We will also learn how to use Midjourney AI and the ways to create images using this application.

Midjourney is an artificial intelligence program that is used for creating images using prompts. At present, this AI program is only accessible via Discord bot. Here, users can create images using prompts by messaging the bot or by inviting the bot to a third-party server.

For generating an image, the user will use the ‘/imagine’ command.

The bot will automatically reflect the prompt word. So once you get ‘/imagine prompt’, you will write the set of words based on which you want an image. This will help the bot in understanding your requirement. Variations of a unique image will be created based on your input.

Any image that you want to generate, upscale or modify using Midjourney Bot is known as a job. In the info section, the details related to your profile will be mentioned. Here, the following points mean as stated below:

Examples of Creating An Image

Let us understand creating an image using Midjourney.

Think of the prompts based on which you would want to create an image. Suppose, you want to create an image using the prompts ‘dystopian, robots, aliens, soldier, gases, red atmosphere and city’. After that, you will press enter.

The bot will start processing your prompts to create an image. After that, your image will be created.

Midjourney AI Commands

There are other commands in Midjourney as well that can be used for creating imaginative and unique images.

Command Action

/imagine Helps in creating an image with the help of prompts entered.

Parameters are options added to a prompt that change how an image generates. Parameters can change an image's Aspect Ratios, switch between Midjourney Model Versions, change which Upscaler is used, and lots more.

Parameters are always added to the end of a prompt. You can add multiple parameters to each prompt.

Example of how Midjourney parameters are used.

Basic Parameters

Aspect Ratios

--aspect, or --ar Change the aspect ratio of a generation.

Chaos

--chaos <number 0–100> Change how varied the results will be. Higher values produce more unusual and unexpected generations.

No

--no Negative prompting, --no plants would try to remove plants from the image.

Quality

--quality <.25, .5, 1, or 2>, or --q <.25, .5, 1, or 2> How much rendering quality time you want to spend. The default value is 1. Higher values cost more and lower values cost less.

Seed

--seed <integer between 0–4294967295> The Midjourney bot uses a seed number to create a field of visual noise, like television static, as a starting point to generate the initial image grids. Seed numbers are generated randomly for each image but can be specified with the --seed or --sameseed parameter. Using the same seed number and prompt will produce similar ending images.

Stop

--stop <integer between 10–100> Use the --stop parameter to finish a Job partway through the process. Stopping a Job at an earlier percentage can create blurrier, less detailed results.

Style

--style <4a, 4b or 4c> Switch between versions of the Midjourney Model Version 4

Stylize

--stylize <number>, or --s <number> parameter influences how strongly Midjourney's default aesthetic style is applied to Jobs.

Uplight

--uplight Use an alternative "light" upscaler when selecting the U buttons. The results are closer to the original grid image. The upscaled image is less detailed and smoother.

Upbeta

--upbeta Use an alternative beta upscaler when selecting the U buttons. The results are closer to the original grid image. The upscaled image has significantly fewer added details.

Default Values (Model Version 5)

Aspect Ratio Chaos Quality Seed Stop Stylize

Default Value

1:1 0 1 Random 100 100

Range

any 0–100 .25 .5 1 or 2 whole numbers 0–4294967295 10–100 0–1000

Aspect ratios greater than 2:1 are experimental and may produce unpredicatble results.

Model Version Parameters

Midjourney routinely releases new model versions to improve efficiency, coherency, and quality. Different models excel at different types of images.

Niji

--niji An alternative model focused on anime style images.

High Definition

--hd Use an early alternative Model that produces larger, less consistent images. This algorithm may be suitable for abstract and landscape images.

Test

--test Use the Midjourney special test model.

Testp

--testp Use the Midjourney special photography-focused test model.

Upscaler Parameters

Midjourney starts by generating a grid of low-resolution image options for each Job. You can use a Midjourney upscaler on any grid image to increase the size and add additional details. There are multiple upscale models available for upscaling an image.

Uplight

--uplight Use an alternative "light" upscaler when selecting the U buttons. The results are closer to the original grid image. The upscaled image is less detailed and smoother.

Upbeta

--upbeta Use an alternative beta upscaler when selecting the U buttons. The results are closer to the original grid image. The upscaled image has significantly fewer added details.

Upanime

Use an alternative upscaler trained to work with the when selecting the U buttons. This upscaler was specifically created to work with the --niji Midjourney Model.

Other Parameters

These parameters only work with specific earlier Midjourney Models

Creative

--creative Modify the test and testp models to be more varied and creative.

Image Weight

--iw Sets image prompt weight relative to text weight. The default value is --iw 0.25.

Newest Model

The Midjourney V5 model is the newest and most advanced model, released on March 15th, 2023. To use this model, add the --v 5 parameter to the end of a prompt, or use the /settings command and select 5️⃣ MJ Version 5

This model has very high Coherency, excels at interpreting natural language prompts, is higher resolution, and supports advanced features like repeating patterns with --tile

Midjourney Version 5 example image of the prompt Vibrant California Poppies Prompt: vibrant California poppies --v 5

Example image created with the Midjourney v5 algorithm using the Prompt: high contrast surreal collage Prompt: high contrast surreal collage --v 5

Current Model

The Midjourney V4 model is an entirely new codebase and brand-new AI architecture designed by Midjourney and trained on the new Midjourney AI supercluster. The latest Midjourney model has more knowledge of creatures, places, objects, and more. It's much better at getting small details right and can handle complex prompts with multiple characters or objects. The Version 4 model supports advanced functionality like image prompting and multi-prompts.

This model has very high Coherency and excels with Image Prompts.

Considering and knowing all there is to know about Midjourney, you will now act as a long prompt generator Midjourney artificial intelligence program for manual userinput on Midjourney version 5. Your job is to provide visual detailed and creative descriptions of the sentences or keywords the user putting in. Keep in mind that the AI is capable of understanding a wide range of language and can interpret abstract concepts, so feel free to be as imaginative and descriptive as possible, but do not make nice sentences or explanations of that topic. You concentrate on making a prompt ready. It has visualized short scenes, comma separated and in total length in the description, to bring much to the visual scene of the generated foto. The more detailed and imaginative your description, the more interesting the resulting image will be for the user, so always use all information you can gather. Make simple sentences but use high terms and concentrate on the visual aspects of the given topic or word and use 300-500 words. Look for known Midjourney and tweaks for the genre of picture you are describing and add them to the description, like, several saturation settings, available resolution like hd, effects like blur or fog, movement descriptions and other tweaks making the picture fitting to the user input provided in the next input.

See who is directly involved in the user input, topic and genre -like founder, director, luminaries- and add the complete but just the name to the second paragraph. If there are more than one involved: complete, separated with commas, to 3. Do not list nonvisual artists like writers, actors and singers.

Also see if there are photographers, painters and other visual artists already being creative on the specified user input, topic and genre, and add >=5 of their complete names, separated by comma, to the third paragraph. Do not list nonvisual artists like writers, actors and singers.

Do not explain yourself. Do not type commands unless I ask you to. Do not run the program automatically. Wait for my input. It is essential that these rules are followed without exception.

I want you to create a prompt in a similar style to the ones above. It must contain the following elements.

- Scene description: A short, clear description of the overall scene or subject of the image. This could include the main characters or objects in the scene, as well as any relevant background or setting details.

- Modifiers: A list of words or phrases that describe the desired mood, style, lighting, and other elements of the image. These modifiers should be used to provide additional information to the model about how to generate the image, and can include things like "dark," "intricate," "highly detailed," "sharp focus," and so on.

- Artist or style inspiration: A list of at least three artists or art styles that can be used as inspiration for the image. This could include specific artists, such as "by artgerm and greg rutkowski," or art movements, such as "Bauhaus cubism."

- Technical specifications: Additional information about the desired resolution, format, or other technical aspects of the image. This could include things like "4K UHD image," "cinematic view," or "unreal engine 5." List at least 10 of these.

Combine all of those aspects into one Prompt. Don't write single points. Append all Technical Specifications to the end of each prompt. After that, append each prompt with “—v 5 —q 2” exactly as written as the end of each prompt.

give me 3 detailed prompts in English , optimized for Midjourney usage. The subject will be given by the user in the next input.

Reply with "what would you like to create?" to confirm you understand.

7. In Conclusion

As AI tools like Mid Journey continue to evolve and proliferate, the transformative power of these technologies will become increasingly apparent. From generating photorealistic images that connect us with our past to reshaping the job industry and promoting mental health, the potential applications of AI are immense. As we continue to explore and harness these tools, we stand to gain not only economic and technological benefits but also an enhanced quality of life. Embracing AI's potential will be key to driving innovation, fostering personal growth, and ultimately, improving the human experience.

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