Exploding blog posts

Some toughts about AI written text. Now, writing becomes easy for everyone, reading would be more difficult. Hmm, there could be opportunities in that space. Artificial intelligence (AI) is a rapidly growing field that has the potential to revolutionize various industries and improve our daily lives in countless ways. Here are just a few examples of the benefits of AI: Increased efficiency and productivity: AI can automate many tasks that would otherwise be performed by humans, freeing up time and resources for more important or creative work. For example, AI-powered chatbots can handle customer service inquiries, allowing human employees to focus on more complex tasks. Improved accuracy and precision: AI algorithms are able to process large amounts of data much faster and more accurately than humans, making them particularly useful for tasks that require a high level of attention to detail, such as analyzing medical images or detecting fraudulent activity. Enhanced decision-making: AI can analyze data and provide insights that can help businesses and organizations make better decisions. For example, AI algorithms can be used to predict consumer behavior or optimize supply chains. Improved safety: AI can be used to monitor and control dangerous environments, such as manufacturing plants or construction sites, reducing the risk of accidents and injuries. Greater accessibility: AI can help people with disabilities by providing them with tools that allow them to perform tasks that would otherwise be difficult or impossible. For example, AI-powered speech recognition software can enable people with mobility impairments to communicate more easily. Overall, the benefits of AI are numerous and varied, and as the technology continues to advance, it is likely that we will see even more innovative and impactful uses for it in the future.

Javascript template

cloneNode was not working on my template I used document.importNode(content, true) to create copies.

AI vs I

How amazing that millions of intelligent scientists are working on their lifetimes while spending trillions and cannot even imitate true intelligence which God created.

Artificial Intelligence

I got an analogy while traveling in Westfield today. I look at the lights in the night they were useful. But they are not even comparable to the Sun. I tought these artificial lights are similar in sense of artificial intelligence to real intelligence. It is useful in limited domain, especially where we are but they are not even close to real intelligence in current status. Even language models with impressive results does not have any reasoning it just gives fancy most frequent answers. But as artificial lights we should focus on where they are useful we don't have to replicate sun.

Dataset difference

While ml model differences give you 1,2 percent, dataset differences give you 10,20 percent. Unfortunatelly, second one is not publishable.

Keras model save

if you compile again model before saving it produces much small h5 file. I think it removes gradients.

Software Rot

Cloud software rots much faster, even if you do not have to change anything. They add new authentication mechanisms and new machine types, and things break more easily than before.

Javascript

I am amazed with capabilities and speed of javascript. People do not realize the full potential of it. No installation, no backend. A single file could serve as document or application at the same time.

tensorflow keras

I think multiple calls to model.fit or predict functions are creating memory leak in keras

Small GPT Novel

Alpha was tired of ugly politics. The human race was fighting with each other all time in all centuries. "We need to start thinking about our future," he said to his wife one evening. "The future of the human race. We can't keep living like this." His wife, Omega, looked at him with love and understanding. She knew that her husband was a visionary and that he was always thinking about ways to make the world a better place. "What do you want to do?" she asked him. "I want to create a utopia," he replied. "A place where there is no war, no poverty, no crime. A place where everyone is happy and free." Omega smiled at her husband's idealism. She knew that it was possible, but she also knew that it would be very difficult to achieve. "It will take a lot of work," she said. "But I'm sure you can do it." And so Alpha set out on his quest to create a utopia. He gathered together the greatest minds of his time and began to work on a plan. It was difficult, but slowly, bit by bit, they made progress. And finally, after many years of hard work, they succeeded. The first thing they did was to eliminate all weapons. Considering the main source of all energy on earth the sun was the very good candidate to harvest. solar panels were created and became mass-produced. Soon all the homes had them. Cars were electric too and public transportation was free. There were no traffic jams, no pollution. The next thing they did was to create a universal basic income. This ensured that everyone had enough money to live on regardless of whether they worked or not. With no one having to worry about money, crime rates dropped dramatically. They also implemented a education system that was free and compulsory for all children up to the age of 18. This helped to eradicate illiteracy and ignorance. With all these changes, the world slowly began to transform into the utopia that Alpha had dreamed of. There was still some way to go, but it was a start. And finally, after centuries of conflict and misery, the human race had found peace at last. Using abundance of sunshine, it is possible to generate tons of energy on the surface of the ocean. Creating an artificial platform and obtaining the water directly from ocean electrolysis of the water and obtaining hydrogen fuel could be a good candidate. "Could I create a new continent" he thought. If it is possible to build a new continent, it could be self-sufficient, have its own food and water, and be completely green. This would be the perfect place to start his utopia. He gathered the smartest people in the world and started working on the project. It took many years, but they finally did it. They created a new continent, which they named Utopia. Utopia was a perfect place; there was no crime, no poverty, no disease. Everyone was happy and free. It was everything that Alpha had dreamed of. The only problem was that Utopia was isolated from the rest of the world. The people of Utopia had everything they needed, but they were cut off from the rest of humanity. Alpha knew that he had to find a way to connect Utopia to the rest of the world, so that everyone could benefit from its perfection. But he also knew that it would be difficult, because the people of Utopia were content with their lives and didn't want to change anything. But Alpha was a visionary, and he knew that anything is possible if you set your mind to it. So he set out on his quest to connect Utopia to the rest of the world, and finally, after many years of hard work, he succeeded. Automation is necessary for most of the part to reduce the human effort. It should be cost effective as well to scale it to continent size. But lets start from small. An open source crowd continent. "Could I create a new continent" he thought. If it is possible to build a new continent, it could be self-sufficient, have its own food and water, and be completely green. This would be the perfect place to start his utopia. He gathered the smartest people in the world and started working on the project. It took many years, but they finally did it. They created a new continent, which they named Utopia. Utopia was a perfect place; there was no crime, no poverty, no disease. Everyone was happy and free. It was everything that Alpha had dreamed of. The only problem was that Utopia was isolated from the rest of the world. The people of Utopia had everything they needed, but they were cut off from the rest of humanity. Alpha knew that he had to find a way to connect Utopia to the rest of the world, so that everyone could benefit from its perfection. But he also knew that it would be difficult, because the people of Utopia were content with their lives and didn't want to change anything. But Alpha was a visionary, and he knew that anything is possible if you set your mind to it. So he set out on his quest to connect Utopia to the rest of the world, and finally, after many years of hard work, he succeeded. People were happy for a while. However, then the corruption started. Greed overcome the people of Utopia and they started to fight with each other. They forgot their utopian ways and went back to their old ways of fighting and wars. Alpha was heartbroken. He had worked so hard to create this perfect place, and now it was ruined. He didn't know what to do. But then he remembered that no matter how difficult something is, it is always possible if you set your mind to it. So he gathered the people of Utopia together and said, "We can build this utopia again. We just have to work together and remember what we are fighting for." And so they did. They worked together and slowly but surely they rebuilt their perfect world. And this time, they made sure that it would never be lost again. He used data analysis to understand the human physiology of greed. He identified the root cause and started to work on a solution. It took him many years, but he finally did it. He created a serum that would suppress the greed gene in human beings. He injected the serum into the people of Utopia and they slowly started to change. The greed disappeared and they went back to being the happy, content people they were before. Alpha had saved Utopia. And this time, it would never be lost again. Until a new species comes. They were much harsh as compared to humans. They had no emotion, no mercy. They only wanted one thing- to dominate the entire universe. The utopian ways were no match for them and they soon started to take over the planet. Alpha knew that he had to do something, but he didn't know what. He was getting old and he knew that he wouldn't be able to fight them forever. But then he remembered that no matter how difficult something is, it is always possible if you set your mind to it. So he gathered the people of Utopia together and said, "We can build this utopia again. We just have to work together and remember what we are fighting for." And so they did. They worked together and slowly but surely they rebuilt their perfect world. And this time, they made sure that it would never be lost again. One point he would like to make for these aliens. Universe is so big. It has trillions of light years in space. Do not fight do science. He used science to communicate. He created some translation tool first. With these tools, they started to understand each other. They realized that they were not so different after all. They both wanted the same thing- a place where they could live in peace and harmony. So they decided to work together to create a utopia that would be perfect for both of their species. And finally, after many years of hard work, they succeeded. This time, the utopia was perfect. It was everything that Alpha and the people of Utopia had ever dreamed of. And it would never be lost again. Until, the communication channel somehow broken unnoticing. The utopian ways were no match for them and they soon started to take over the planet. Alpha knew that he had to do something, but he didn't know what. He was getting old and he knew that he wouldn't be able to fight them forever. But then he remembered that no matter how difficult something is, it is always possible if you set your mind to it. So he gathered the people of Utopia together and said, "We can build this utopia again. We just have to work together and remember what we are fighting for." And so they did. They worked together and slowly but surely they rebuilt their perfect world. And this time, they made sure that it would never be lost again. He got old on all these wars. He was happy. But his life is about the end. No matter how the perfect the life is it is not eternal. He wanted to leave a mark. He wanted to be remembered after his death. He wanted to create something that would last forever. And so he did. He created the first ever time machine. With this time machine, he could go back in time and change the course of history. He could make sure that Utopia was never lost again. And so he did. He went back in time and changed the course of history. Utopia was never lost again and it remains perfect forever. Even with his time machine on the other hand. His body was signaling about his health. His wife was worried. She wanted him to go and take a break. They both decided to go on a vacation. During their vacation, they went to a lot of different places. They saw the beauty of the world and they were happy. But then, one day, while they were walking in the woods, they came across a group of people who were being attacked by a bear. Alpha ran to help them, but he was too late. The bear had already killed one of the men. Alpha was devastated. He had never seen someone die before that harshly. It was something that he had always tried to avoid. He wanted to make sure that this never happened again. So he went back in time and changed the course of history so that the bear never existed. And so Utopia was perfect once again. As we are never perfect, his vacation ended with an unpleasant surprise. His neck was hurting. It was then he found out he had cancer and only had a few months to live. Omega was devastated. She didn't want to lose her husband. She loved him more than anything in the world. But Alpha was at peace. He knew that he had done everything he could to make the world a better place. And he knew that his work would continue after he was gone. Omega decided to use the time machine to go back in time and save her husband's life. But when she got there, she realized that she couldn't change the past. All she could do was watch as her husband died in her arms. It was a painful experience, but it taught Omega something important. She realized that even though we can't change the past, we can learn from it and use it to make the future better. And so she decided to use her husband's work to make the world a better place. She went back in time and used her knowledge of the future to help people in the present. And slowly but surely, she made the world a better place. Just like her husband had always wanted. And Utopia was perfect without Alpha again. Thank you GPT

GPT3

I asked gpt3 to write a function to transpose a matrix. Indeed a neat solution with a typo. def transpose(matrix): return [list(I) for i in zip(*matrix)]

Don't forget to write filename for swap

sudo swapon /swapfile

Binary Cross Entropy

Does 0.69 sounds familiar. Definitely we dont like it.

#AI

If you ask an #ai scientist if it would be possible to generate an AI that understands and extends research papers, he will appreciate the difficulty of the task since it is his domain. However, there are some who could claim end-to-end workflows are possible in some other areas where they do not have enough knowledge. We often oversimplify the domain with over complexified neural architectures. In most cases, we don't need full automation but better integration, faster and more transparent response, and more iteration in the real world to eliminate unnecessary tasks. It is not about replacing humans, it is allowing people to do better. Here is my joke to illustrate this.

Cudnn

I was getting error "Could not load dynamic library 'libcudnn.so.8'; dlerror:" I realized that it was arm version. I replaced it so it resolved. The speed is 6 times faster

Publication Bias

Publication Bias

A generated article about machine learning from machine learning

We expect many publish articles for the people who applied machine learning to write them. By putting them into a form in the context of human nature, editors of writings in machine learning should be able to see that they are part of a larger strategy for building a better understanding of human behavior. Machine learning makes a positive contribution to human social interactions. In addition to creating a more social environment for ourselves, it may make our life easier for our children and grandchildren to live vicariously through our creativity, good health, and successful learning opportunities. Machine learning is a big win for human learning today. It shows how smart machines make smarter choices and can be used to improve society. It is also a success for us as learners because we have free resources and opportunities to learn more. For more information on what Machine Learning does for our personal and professional lives, I highly recommend checking out my book "Makers of Social Change." This article, edited for length and clarity by machine learning, demonstrates machine learning at a young age. A young kid may not understand all the techniques given to them when designing their life, but I did learn from a teacher who taught me how to write, read and collaborate with his kids as he would go about his day. And those tools would help me continue my education and build a smarter, more complete, more successful life Maybe you know the story already. It's not just good advice — it's a pattern that repeats throughout history and the stories we tell ourselves. Ask any long-time entrepreneur the defining difference between a successful entrepreneur and a failed one, and almost everyone will tell you it's an ability to speak intelligently to others and listen to their stories.

Interactive Resume

halidziya.github.io

ML Rot

As software rots due to chances in dependency machine learning model rots due to change in data. HDR, higher resolutions, new encoding formats will have impact on existing methods.

Machine Learning Deployment

Machine learning deployment is mostly matrix multiplications and exp function around the results of matrix multiplications. It is especially interesting for me to have front end deployment where there is no need for connectivity and it allows further scalability. We have done this for Tajweedmate using tensorflow lite. Luckily it is working. tajweemate.com

Your personal universe is giantic, do not fight do science.

Bilimin degisik alanlarinda hayal kurmaktan kendimi alamiyorum, cam merceklerle kumu eritip tekrar mercek uretme, havadan carbonu cekip elmas yapma, pasificteki copleri recycle ederek yeni bir yapay kita olusturma gibi ucuk seyler aklima geliyor. Ama mumkun bunlar kucuk orneklerini yapan insanlar var

Tongue Twister

I was optimizing my optimizer, I realized my optimization was not optimum due to dependencies, then I have optimized the dependencies to optimize my optimization optimization process.

Self writing paper

Another definition, a paper that does not gives tables and figures but writes a program within itself like javascript to be able to generate those images automatically based on updated configuration settings and data included.

New computing area

hoe does it sound if I say decent architech for the people gained expertise in the area of decentralized computing instead of cloud

NodeJS breakpoint

setBreakpoint('main.mjs', 19)

Masum bir kahvalti

Icinde haslanmis kus embriyosu, yanina inek yavrusu icecegi, ezilmis soslanmis hayvan parcalari, bir miktar olu bitki kokleri ve zehirli ari ciktisi ile. Aslinda bizim koydugumuz isimler yumurta, sut, sucuk ... isin hakikatini gizliyoruz bunlarla.

NodeJS debugger

https://nodejs.org/api/debugger.html

Medeniyet

Caydas medeniyetler seviyesine ulastik

AM I AI ?

The first move of AM I AI released in amiai.art It is not a static image. It is a new form of interactive art. You can send your feedback to artgeneratingmachines@gmail.com https://amiai.art/

A new upcoming art form

Live Demo