Kitabı oku: «Incredible artificial intelligence Easy Diffusion 3.0. The Middle and High School Guide», sayfa 6
Term 19. Artificial Intelligence as an Assistant
Artificial Intelligence as an Assistant is an artificial intelligence system that helps a person improve the decision-making process. The main task of such a system is not to replace a person in solving one or another applied problem, but to provide him with assistance and assistance in order to expand human capabilities.
The term «intelligence amplification» was first mentioned in William Ross Ashby’s book «Introduction to Cybernetics» in 1956.
Advanced artificial intelligence improves human decision-making by both processing large amounts of data that can confuse the decision maker and by eliminating factors that can distort or misinterpret data (such as bias or fatigue)44.
Modern advanced artificial intelligence systems are based on machine learning, deep machine learning and big data analytics.
Classic AI systems do not require high levels of social intelligence because they are designed to operate autonomously. But with expanded intelligence, social intelligence is required, which only humans can provide. Today, only a person can give other people explanations about what artificial intelligence does.
When combined with humans, Augmented Artificial Intelligence systems have the advantage of «common sense» that classical Artificial Intelligence systems tend to lack due to their narrow view of the problem or task at hand45.
We have already told you that Yandex Alice, Apple Siri, Amazon Alexa or the IBM Watson supercomputer belong to narrow artificial intelligence. It would be fair to say that most voice assistants are systems of advanced (additional) artificial intelligence that do not make decisions for a person, but only help him in this.
Working with Easy Diffusion
To strengthen our skills in working with Easy Diffusion, let’s do a simple exercise and create an image of additional artificial intelligence.
To do this, perform the following steps:
– Create your own queries based on the definition above. For example, we wrote the following queries:
– «Mechanical metal bear made of silver and platinum with a translucent case inside which you can see the details of the mechanism, soft light, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail.»
– «Augmented Intelligence, cyberpunk, bird robot, cyborg robot, in the forest.»
– We chose «Realistic Vision» and «DreamShaper» as models.
– Set the «Image Quality» parameter to 75.
Click the «Make image» button.
We got the following results:
Text-to-image AI software: Easy Diffusion
Prompt: Mechanical metal bear made of silver and platinum with a translucent case inside which you can see the details of the mechanism, soft light, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: Realistic Vision
Inference Steps: 25
Image Author: Diana Chesalova
Text-to-image AI software: Easy Diffusion
Prompt: Augmented Intelligence, cyberpunk, bird robot, cyborg robot, in the forest
Model: DreamShaper
Inference Steps: 25
Image Author: Vsevolod Chesalov
Term 20. Artificial Super Intelligence
Artificial Super Intelligence (ASI) is a term that denotes the highest degree of development of artificial intelligence, surpassing human capabilities in all aspects of its life.
Today, artificial superintelligence systems, as well as systems of strong or general artificial intelligence, do not exist. Many scientists believe that it will take a very long time before superintelligence is created, but most of them still agree that it will happen sooner or later.
In my opinion, this will happen when people are able to create supercomputers and information storage systems that will be able to perform calculations and store data like our human brain.
Did you know that our brain and nervous system are a supercomputer with its own data storage system and interfaces for interaction with the outside world?
About 86—100 billion neurons (neuron cells) are responsible for processing information in our brain, which change their state up to 50 times per second. The number of possible states of our brain = 101 000 000 (the number of possible combinations of excitation or inhibition of neurons), while the number of atoms in the Universe = 1080.
In addition, today no one can answer the question of how many exabytes (1018) or yottabytes (1024) of data are stored in our brain and in what form.
Based on these modest data, we can conclude that the emergence of artificial superintelligence is possible only when humanity creates quantum storage media and a quantum supercomputer comparable in its computing power to our brain46.
Nevertheless, scientists from different countries are full of enthusiasm and are working to create general, and then superintelligence. Here are some of these areas that I think will be of interest to you:
– Emulation of the human brain. The goal is to create a complete digital copy of the human brain. To do this, the entire structure of a person’s brain is scanned to create an accurate digital map of its neural connections.
– Brain implants. Scientists are working to create devices that can be embedded in the human brain to improve its functioning. It is assumed that this will allow one to achieve the level of superintelligence through the symbiosis of man and machine.
– Creation of evolutionary distributed artificial intelligence systems. The main idea of this approach is that artificial intelligence systems can independently develop and evolve in order to turn into superintelligence through several stages.
– Neuromorphic computing. Scientists are working to create neuromorphic computers that are based on the neural and synaptic structures of the human brain. It is believed that such supercomputers are tens of times more productive than modern supercomputers running on graphics accelerators47.
In my opinion, you will be interested in the point of view that is related to the topic of artificial superintelligence, the outstanding theoretical physicist Stephen Hawking, which may open you to a new perspective of our future: «I am afraid that artificial intelligence can completely replace people. If people are now developing computer viruses, then in the future someone will be able to create artificial intelligence that will be able to improve and reproduce itself. This will become a new form of life that will surpass man.»
Working with Easy Diffusion
To consolidate our skills in working with Easy Diffusion, we will create an image of artificial superintelligence.
The most interesting thing is to get an image of a superintelligence that has undergone some evolution and become more advanced, I suggest you conduct a small experiment. It consists of once you have your first image, use it to generate a second one using the «ControlNet Image» option.
Step 1. Create an image:
• Prompt: «Artificial superintelligence, cyborg face in profile, symbiosis of man and cyborg, symbiosis of cyborg and nature, journey into the healing power of nature, green forest around, photorealistic, perfect composition, cinematic frame, intricate details, hyperdetailed». I am very interested to see what we can get from the symbiosis of man, machine, nature and artificial intelligence.
• Select «DreamShaper» as the model.
• Sampler: DPM++2s Ancestral (Kerras).
• Guidance Scale parameter: 7.5.
• «Image Quality» parameter: 75.
• Disable all four options in the «Render Settings» section.
Click the «Make image» button.
My first result turned out like this:
Step 2. After the image is created, move the mouse cursor over the resulting image and select the «Use for ControlNet» command. After that, an icon of our image will appear in the Toolbar and we will be asked to select the «Filter to apply» and «Model» options. Select «Filter to apply: Canny» and «Model: Canny», as shown in the figure below:
Click the «Make image» button.
At this point, the system will download the model we have selected and begin creating a new image based on your first image.
To do this, move the mouse cursor over the resulting image and execute the «Use as Input» command. Click the «Make image» button.
The second result was like this:
You probably already noticed that the result of executing the «Use for ControlNet» command is very similar to the one when we executed the «Use as Input» command with you.
However, there is some difference between these commands, which is as follows:
– The «Use as Input» command allows us to create the next version of the first image based on the first image and our first description.
– The Use for ControlNet command, using additional models, is used to create a completely new picture, but respecting the general style of the first picture. For example, you can use it to add a celebrity’s face to the first picture by changing our description.
Step 3. Let’s leave everything as is, just change our description in the «Enter Prompt» window of the Tools panel to the name of one of my favorite actors – Nicolas Cage, as shown below:
As you and I can see, the appearance of our robot has changed to the face of actor Nicolas Cage:
Thus, using the «Use for ControlNet» command is also convenient because, having received the image we need, we can give it additional individual features.
One more example.
Let’s imagine that we are faced with the problem from our first image with the robot, we want to borrow only its pose for the new image «Nicolas Cage».
Step 4. Let’s do the following:
– Let’s leave our description unchanged in the «Enter Prompt» window of the Toolbar with the name of the actor «Nicolas Cage».
– Change the «Filter to apply» options to «OpenPose-face only» and «Model» to «OpenPose (*)».
– Click the «Make image» button.
The result is the following image of Nicolas Cage in our robot pose:
You can continue your experiment with improving and changing the image of artificial superintelligence by combining the «Filter to apply» and «Model» options.
For example, if you want to give the original image a new face and change its style, then the next step.
Step 5. Let’s do the following:
– In the «Enter Prompt» window of the Toolbar, write the name of the actor «Nicolas Cage».
– Change the options «Filter to apply» to «Lineart Anime» and «Model» to «Line Art Anime».
Click the «Make image» button and get the following image:
Please note that when you select a new model, there will be a delay in rendering the new image due to Easy Diffusion downloading them from the Internet. Continued use of the models will not affect performance.
I, in turn, returned to the first option.
After experimenting a little, I got the following image of artificial superintelligence:
Text-to-image AI software: Easy Diffusion
Prompt: Artificial superintelligence, cyborg face in profile, symbiosis of man and cyborg, symbiosis of cyborg and nature, journey into the healing power of nature, green forest around, photorealistic, perfect composition, cinematic frame, intricate details, hyperdetailed
Model: DreamShaper
Image Author: Alexander Chesalov
As we can see, the Easy Diffusion program has many capabilities for creating new images from our requests.
We can say that her and your possibilities are limitless!
Conclusion
When I started writing this book, I set myself the task of writing a textbook for schoolchildren in the simplest and most accessible language, which would help them, without having deep theoretical and engineering knowledge, to get acquainted with the world of modern incredible Artificial Intelligence.
To this end, I studied the capabilities of various programs and, ultimately, came to the conclusion that the Easy Diffusion generative Artificial Intelligence system is the simplest and most effective to use. This program is easy to install, operate and uninstall, and most importantly, it provides the user with ample opportunities for personal development and creativity.
In this book, I have reduced the entire process of getting to know and learning to work with the Easy Diffusion program into eight simple steps that would help you, without spending a lot of time studying and reading complex books, get started quickly.
Once you have completed the eight steps, you have the opportunity to gain more theoretical knowledge about Artificial Intelligence.
From the book you learned twenty of the most, in my opinion, interesting terms and definitions of Artificial Intelligence. These terms and definitions are widely used by scientists, engineers and other professionals around the world. All material in the relevant chapters is written quite briefly, but succinctly in essence.
A very important feature of each chapter is that after studying each term and definition, we provide you with practical examples of working in Easy Diffusion. These examples allowed us to consolidate basic skills and learn some features and techniques for improving the images we create.
Having studied the theory, you can safely determine exactly which Artificial Intelligence system you are working with. If necessary, you can quickly create the image you need. And most importantly, after reading this book, you can easily move on to studying the work of other Artificial Intelligence systems and software products.
I’m more than sure that once you learn how to create unique images, you’ll want to try your hand at writing poems or stories, and maybe even your own music. Today there are already many different Artificial Intelligence systems that can help you in your personal development. Just try to remember that no matter how perfect the Artificial Intelligence of a particular program is, it will never replace a person.
Yes, Artificial Intelligence is our reality and one of the advanced areas of science and technology. It determines to a large extent the prospects for the development of all other modern technologies. However, modern Artificial Intelligence does not have the properties of thinking, creativity, emotion, will, freedom of choice, and, for the most part, many of the Artificial Intelligence systems are not ethical and trusted.
I hope you enjoyed the book and that its main purpose has been accomplished.
Perhaps you are exactly the person who will create something new and beautiful in the near future. Perhaps you will take part in the creation of artificial superintelligence, which will make our society more humane, prosperous and allow us to increase our life expectancy, open up new opportunities for all people in a harmoniously developing and sustainable world.
Your Alexander Chesalov.
Website: chesalov.com
All images can be downloaded from the link:
http://chesalov.com/category/artificial-intelligence/
E-mail: aleksander.chesalov@yandex.ru
Author
Alexander Yurievich Chesalov was born on February 10, 1977 in the city of Tver, Russian Federation. Founder and head of the IT company Atlansys Software, which is one of the Russian market leaders in the development of cybersecurity systems. Many of the solutions and products developed by Atlansys Software are used by thousands of companies around the world (www.atlansys.tech).
An economist by training with a specialization in Information Systems in Economics, Alexander Yuryevich Chesalov graduated with honors from Tver State Technical University. He has a Doctor of Technical Sciences degree and is a Full Member of the Russian Academy of Natural Sciences (Academician of the Russian Academy of Natural Sciences).
Has certificates: Rutgers the State University of New Jersey: New Technologies for Business Leaders; IBM Professional certificate foundations of AI; IBM Professional certificate Essential Technologies for Business; University of London; deeplearning.ai; Microsoft Azure; BSI ISO/IEC 27001; IBM DB2; IBM Lotus Domino and others.
Since 2004, Alexander Yuryevich has worked in the structures of Sistema JSFC, including as the founder and head of the Sistema-Inform company. He brought it to the TOP 100 IT companies in Russia. He was responsible for the creation and development of IT and other business projects, including information security projects within the Sistema group of companies.
In 2005, with a team of talented specialists from the city of Tver, he created the Network Systems Innovations company, which developed Russia’s first embedded operating system, PyrOS, for hardware firewalls and intrusion detection and prevention systems. The company’s know-how was highly appreciated by specialists from domestic and foreign companies at the international exhibition CeBIT in Hannover, Germany.
In 2009, he created and headed the Sitronics Security Systems business direction at Sitronics. Oversaw the implementation of various IT and information security projects in subsidiaries of Sistema (MTS, Bashneft, MGTS, Comstar-UTS, MTU-Intel, etc.).
Since 2012, he began creating and developing his own business projects in the field of new information technologies and information security.
Today, Alexander Yuryevich’s area of interest lies in the formation of new unique business projects in such areas as: cities of the future, digital economy, digital platforms and ecosystems, robotics and Artificial Intelligence, Internet of things and Internet values, as well as «digital human immortality.»
In 2018, he took part in the all-Russian competition «Leaders of Russia».
In 2019, he took part in the international conference TEDx ForestersPark.
In 2019 and 2021, he took part in the CISummIT «Digital Hearts» charity IT conferences, held with the support of the Konstantin Khabensky Foundation.
In 2021, he was elected as a member of the expert group on digitalization of the activities of the Commissioner for Human Rights in the Russian Federation.
In 2021—2022 Image Author Programs of the Center for the Development and Implementation of Strong and Applied Artificial Intelligence at Bauman Moscow State Technical University.
In 2022, he was elected as a member of the Expert Council under the State Duma Committee on Science and Higher Education on the development of information technologies in the field of education and science.
In 2023, he was elected Full Member of the Russian Academy of Natural Sciences (Academician of the Russian Academy of Natural Sciences). Published a research work (monograph) on the topic «Methodology for constructing distributed networks for transmission, processing and storage of data» in two volumes.
Author of more than fifteen books on information technology, including: «My Digital Reality»; «Digital transformation»; «Digital ecosystem of the Ombudsman Institute: concept, technology, practice»; «How to create an Artificial Intelligence center in 100 days» and many others.
Alexander Yuryevich conducts free seminars on popularizing the science and technology of the fourth industrial revolution, and also maintains his blog chesalov.com.
Artificial Intelligence Image Album application
INCREDIBLE ARTIFICIAL INTELLIGENCE
In this section of the book, we have saved for you all the images that were not included in the main part of the book, but deserve to be familiarized with.
Text-to-image AI software: Easy Diffusion
Prompt: Nouvelle AI, new artificial intelligence, cyborg face, an enchanted technological portal from the future, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: DreamShaper
Sampler: DPM++2s Ancestral (Kerras)
Inference Steps: 50
Image Quality: 95
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Artificial Superintelligence, highly detailed, steampunk, cyborg, human, an enchanted technological portal from the future, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Негативный запрос (Negative Prompt): dark back ground, human face, woman face
Model: DreamShaper
Inference Steps: 25
Image Author: Vsevolod and Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: smiling face of a cyborg with a hand raised to the head, full length portrait, highly detailed good face, cinematic lighting, white background
Model: DreamShaper
Inference Steps: 25
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Sane artificial intelligence, robot putting out the fire, cyborg, red light, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: Realistic Vision
Inference Steps: 25
Image Author: Diana Chesalova
Text-to-image AI software: Easy Diffusion
Prompt: robot, cyborg, highly detailed, male, smart robot, look at camera, head, perfect composition, in the space, Autonomous artificial intelligence, robot look like brains
Model: DreamShaper
Inference Steps: 25
Image Author: Vsevolod Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: beautiful cyborg face, neural network, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: SDXL Yamer’s Realism!
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Strong artificial intelligence, Strong AI, Transhumanism, Bioconservatism, robot of the future, cyborg, highly detailed, highly detailed face, soft light, perfect composition, head, look at camera
Model: DreamShaper
Inference Steps: 25
Image Author: Vsevolod Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: beautiful cyborg face, neural network, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: SDXL Yamer’s Realism!
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Nouvelle AI, new artificial intelligence, cyborg, an enchanted technological portal from the future, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Отрицательный запрос (Negative Prompt): black background
Model: DreamShaper
Inference Steps: 50
Image Quality: 95
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Artificial Superintelligence, robot steps forward into a new world inhabited only by robots, steampunk, face, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: DreamShaper
Image Author: Diana Chesalova
Text-to-image AI software: Easy Diffusion
Prompt: Nouvelle AI, new artificial intelligence, cyborg, an enchanted technological portal from the future, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Отрицательный запрос (Negative Prompt): black background
Model: DreamShaper
Inference Steps: 50
Image Quality: 95
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: beautiful cyborg face, neural network, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: SDXL Yamer’s Realism!
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: Nouvelle AI, new artificial intelligence, cyborg, an enchanted technological portal from the future, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Отрицательный запрос (Negative Prompt): black background
Model: DreamShaper
Inference Steps: 50
Image Quality: 95
Image Author: Alexander Chesalov
Text-to-image AI software: Easy Diffusion
Prompt: beautiful cyborg face, neural network, journey into the healing power of nature, photorealistic, perfect composition, cinematic shot, intricate details, hyper detail
Model: SDXL Yamer’s Realism!
Image Author: Alexander Chesalov
