From the title of this topic, it is quite clear what I want to write about, not for Google, not for Apple, not for Meta, etc., but for myself, who am a programmer and has spent 8 years adapting to every leap and change in this technology.
Adaptation, when combined with persistence, will result in an experience that is created in an individual, whether intentionally or unintentionally.
I have not yet presented any official software or tool with artificial intelligence so that I can be an expert on it, but in the last two to three years, I have started more than 40 artificial intelligence projects for various programs and tools, and I have not published any of them yet. During the initial testing stages, I either gave up on them or found a similar tool in the market for this technology.
The highest honor and pleasure for one or more programmers working together on a project is to see their program run flawlessly. The next step, which is more enjoyable than the first, is to see their program be useful and usable even when they decide not to touch their keyboards to write a new task and return to their normal life cycle. They get the pleasure of having dedicated a part of their life day and night to achieving the goal of that program. But the question arises: why? Why would you sacrifice one or more years of your life to combine your knowledge and experience to create a unique tool so that humanity can use that tool to create the best of its time or save the lives of people on earth for some problem in the computer world?
In this era, we are faced with a unique technology that, unfortunately, is not being used properly, except for programmers and a small percentage who make useful and diverse uses of it, which shows the capacity of society to deal with such a case.
Artificial intelligence has been mentioned in many articles and books since the year1956It has been formed, but I have nothing to do with these matters and refer to a reliable source that is one of the main and most important datasets for training the artificial intelligence model itself, which is set to the model for training.WikipediaIt is written on this site that:
Note
History Artificial intelligence from Ancient timesIt begins with legends, stories, and rumors about artificial beings that were equipped with intelligence or consciousness by skilled craftsmen. Pamela McCurdock،The English author writes about this that artificial intelligence "With an old wish forMakeGods» It began.[۱]
I don't care about these dates, baseless rumors, and statements from that era and the present. I'm writing about what I've observed myself (the link above to Wikipedia has a complete article on artificial intelligence that is available in more detail), that is, when transformers were able to solve the biggest learning problem and bring a serious revolution to this industry. Otherwise, perhaps we wouldn't be witnessing these different models that are increasing every day, like the GPT5 and all its ridiculous derivatives, which are no different for an ordinary user.
My discussion andCaseWhich is being ignored. In short: learning the finer details of the content generated by the model, which is later used as the dataset for a higher-level model:
Caution
The image above defines the entire concept of this article, which is the creation of new models all from seemingly correct and incorrect data that run correctly in all tests and show no problems to the point where the entire internet space and the entire repository is filled with this incorrect data, and this apparently correct and incorrect data becomes the datasets needed to train a specific programming model.
