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Полный ГАЙД по Новому ChatGPT 5 для Новичков | Нейросети 2026 | Удаленная работа | БЕЗ ОПЫТА

Марк Николаев | Сергей Нагорный | Нейросети 35:34

Transcription

My friends, a huge hello to everyone. Well, this is not another review of ChatGPT5. This is a meat guide, in which we will analyze as many working functions and all the innovations of the new ChatGPT5 neural network, or rather, the new update from OpenAI. This will be the most honest comparison of ChatGPT5 with other neural networks that I also use. Gminis Clod Oppus 4 from Antropic, and so on. Today we will show how all this works, and I will tell you what ChatGPT5 can do on combat tasks. The video, as usual, consists of two parts. This is the theoretical part, where we will talk a little about what updates have happened to ChatGPT5, and then we will show everything rigorously in a screencast, where I will show in detail with each prompt how all this works. Well, if you want not just to play with AI, but to really speed up your work and automate routine and overtake competitors, watch this video to the end. I recommend it. Today we are testing it to the maximum. So, what's new have they prepared for us? OpenAI now has two brains for ChatGPT. A regular one and a thinking one. I'm not kidding. The regular chat is for quick answers, and the thinking mode is for complex tasks. And the most interesting thing is that it chooses itself what to enable, but you can control it manually. Accuracy and honesty have also increased. There are fewer fabrications and more honesty. As OpenAI creators claim, if ChatGPT doesn't know something, it will say so. Sorry, I'm not aware. This means that re-checking now takes literally seconds. I also claim that ChatGPT5 has become faster and more efficient, meaning in complex tasks it is faster and shorter, but to the point. In general, like an experienced expert who immediately gets to the point. In general, they are making it smarter. They say that the first version, GPT 3.5, is like a schoolchild. The second version is already like a student. And now it's an experienced expert, an erudite, who knows everything and says exactly what is needed. Also, ChatGPT5 has multimodality, meaning it understands text, images, files, writes code, and catches bugs. You can solve absolutely everything in one chat. Also, ChatGPT5 has a larger context, meaning it remembers long dialogues and documents without losing the thread. For large projects, this is gold. Well, my friends, let's move on to practice. But first, our weekly contest. Today we will give away this cool Yandex smart speaker, which you can listen to anywhere, even in the forest, even at home, at the dacha, anywhere else, it doesn't matter. At the same time, Alice will always be with you. Well, to get such a cool speaker, write any comment under this video, it doesn't matter which one. You can scold me, you can praise me, you can write something else cool. In general, I will read all of it anyway, and we will choose a winner next week using a randomizer, we will choose a random comment and give away such a speaker, we will send it to a pickup point near your home. Therefore, my friends, by the way, here is a QR code, a big one. We will be holding the giveaway there in our Telegram channel, where there is a lot about neural networks, where there is a lot about automation, and so on. Therefore, write any comment and you have a chance to win such a speaker. Well, we are starting and moving on. My friends, a big hello to everyone again. Now we will test ChatGPT5 thoroughly. And let's see what OpenAI and Sam Altman have prepared for us in their new, incredible update. As Sam Altman himself says, ChatGPT5 is an expert. If, for example, the first version, 3.5, was just a schoolchild, the second was already more or less a student, then this is a real professor of neural networks. And today we will test it, see what they have released, what update awaits us. Plus, I waited a bit, at least 3-4 days, collected all the data, looked at all the reviews, in general, I delved into the topic as thoroughly as possible and am now ready to give you a full guide to ChatGPT5, what awaits us, how it works. In general, everything here will be as detailed as possible. We will compare. We will go to the arena, compare with other neural networks, see how ChatGPT5 programs, feed it our prompts that we have, and see what our answer will be. As they said, what are the main innovations, that ChatGPT5 has become much faster, stopped inventing unnecessary facts, stopped hallucinating, stopped being obsequious, it has developed deep research where it can collect a huge amount of data, it has started to work faster and more interestingly. Let's see if this is true. In general, let's start our guide, where we will dissect ChatGPT5 as much as possible. Well, let's first go to the arena and see how much ChatGPT5 overtakes other neural networks. We will use this story. Let's look at our leaders. And we see that in text, for example, ChatGPT5 is in first place in terms of points. Gini takes second place. Third is O3 version, also from ChatGPT. In development, yes, in applications, ChatGPT5 is again in first place. LD Opus 4 is in second, but it's not as straightforward as the voting suggests. Personally, for example, I use Clot Opus 4 in development, web development, and I don't think any neural network, especially ChatGPT, can surpass it. But we will check this today. Today we will create different applications, games, insert them into our Tilda, see how it all works. Therefore, we will test it, let's see. Here too, we are in the first place, GMI is in second, text to image. Well, that's how it goes. So, in general, according to the main criteria, ChatGPT is in first place. Well, let's test it and see if this is true. To begin with, to test it well, we will need prompts that we will use. You can find them in our Telegram channel. And here is the link in the description of this video. And here are the giveaways from this video. By the way, there was a giveaway recently. My friends, have a wonderful and beautiful day. Well, today we have a wonderful, >> well, here I gave away three prizes. And sent them to the guys. And the same giveaway from this video will also be in this Telegram channel, so subscribe and follow the new giveaways that will take place. And there is also a lot of useful stuff here: posts, cool videos, but in the pinned messages there are prompts, so prompts, a selection of neural networks, and so on. We need this link. We go here, open it, and see our universal selection for marketing, for creating websites, for earning, and so on. See how many people are here. Alligators, sheep, and even squirrels. Now we will use these prompts from our list to see how ChatGPT5 works. There is absolutely everything we need here. So, competitor analysis, segmentation, website creation, audits, offers, structures. There is copywriting, texts, headlines, editing, ads for Yandex.Direct, for YouTube creation, absolutely everything you need to work remotely as a marketer, to work remotely in general, to earn money. Everything is absolutely here. We just take any prompt, insert it, it's already well-selected, developed, and we get a cool, high-quality answer. So, let's start. So, let's do some kind of audit, for example, of a website. I currently have a client for building baths. We will now search Yandex for the query "building baths in Krasnodar". Let's find some website from the ads. You see, it says "promo". This is Yandex.Direct. There should be the coolest, most awesome websites that pay money for their placement. They should probably be cool. Now we will go to one of the Parline construction websites and audit it using ChatGPT. Well, it's so-so, of course. Although, in principle, the structure is more or less selling. Let's see what ChatGPT will say. Let's go to our prompts, select websites, select audit, take the most detailed prompt, insert it into ChatGPT. Here, insert the link to the site. So. And let's see what ChatGPT will write to us. Let's go. Network search is launching, and we see how it will analyze it according to our prompt. Check the site for the following key elements that affect conversion: headlines, USP, call to action. Here is a detailed analysis of the Powerline company website by key factors. Headlines. The first large headline: "We build with an emphasis on quality, using technology." Quality of material sounds reliable, but the wording is long, and the growth is not immediately captivating. The second one, emotionally evokes an image, but may be too informal for a B2B audience. Recommendations. Make the headline. Well, unique selling proposition. Uh-huh. Call to action. How to best implement the current elements? Improve. What to rework? Check is missing. Recommendations. User journey. Conversion funnel score: 7 out of ten. Uh-huh. What reduces it? Weak USP. In general, plus or minus, it works the same as the previous version. It does audits, but maybe a little faster, let's say. Let's look further at how it will create a promotion strategy for a company that builds baths. But before we go further, my friends, I have a great, interesting offer for you. If you like neural networks and want to find yourself in this interesting and wonderful, amazing world and want to do something remotely, earn money, create websites, develop, use neural networks, I have a great, cool offer for you – it's a practicum. This is a week-long, full-scale training that is on Telegram. You study, do homework, I solve all your questions, give you feedback. It lasts a week, costs 190 rubles. 190 rubles is the whole thing. You study neural networks, you will work in different neural networks, create prompts, create websites, learn to create advertising campaigns, quizzes, pack all this into a cool marketing machine. You will understand how to sell it. You will understand how to sell it to the market and that you can develop in this. How, rather, you can develop in this field. 7 days of practicum. Incredibly cool training. Costs only 100 rubles. You will understand for yourself whether this profession is interesting to you or not. Maybe you will really think: "Why do I need anything, I want to become a marketer and work with neural networks and develop in this direction, change my life altogether." Therefore, if you are interested, jump in. The link will be in the description of this video. Everything is described in detail there. In general, let's go. And now let's do, probably, let's not even do a marketing strategy, but let's see how it does competitor analysis, because it's actually a very important thing. So, competitor analysis in a niche, roughly speaking. So, you are a marketing analytics specialist? Perplexity and several other agents do competitor analysis best for me, and ChatGPT was a bit far from it. Let's see how the fifth version copes. We take our prompt, insert it here, write: "You are a marketing analytics specialist, study the competitive landscape in the niche of bath construction in the Krasnodar region." Look at their USPs, highlight their advantages, you already know what can be highlighted. Provide the analysis results in a brief report in a table. At the end, write everything. And now let's see how our ChatGPT5 will cope and give us a good analytical report on competitors in the Krasnodar region who are engaged in bath construction. Let's see. So, well, my friends, it has done a complete competitive analysis. Yes, I even, you see, so quickly that Yandex has already managed to get a haircut. That is, it did it instantly. Well, we got a good competitive analysis, actually. Here is the table that we have, where everything is fully described. Actually, compared to the previous version, this turned out very, very well. That is, it collected 10 competitors, USPs, advantages, disadvantages on the website, price range, so it did everything in detail, everything for us. We can export all this, and download it, great. It also provided a price analysis. The price analysis is not particularly good, but what it found, on the other hand, what was publicly available. Next, it's ready. I have compiled an express audit. Brief conclusions, recommendations. It decided to conclude about competitors, why prices are rarely differentiated. How can we? It thought that we are now Parline, because we did the audit for the Parline company. And, accordingly, it started giving us recommendations on how we can stand out from competitors. Here's what they lack. And in general, well done. That is, it remembered what we did, and gave us, consequently, a competitor analysis. Well, based on the fact that it thought we were the Parline company, and immediately gave us observations about competitors with references to sources. Here it indicated the sources. What to do next? A plan for 2-3 weeks, although I didn't really ask for it. Well. And sources. So, in general, it did an excellent competitor analysis. That is, we got a website audit, we got a competitor analysis. Now we will do a marketing strategy and then we will also make a website in the fifth GPT. Let's do it. By the way, look, friends, it chose the thinking model for us. Initially, it was set to auto, where ChatGPT itself decided which model to enable, the deep thinking or the fast model. So, it chooses itself, it all depends on the prompt. If we set a complex prompt, like analytics, data analysis, then it chooses the thinking model itself. So we don't need to switch. This wasn't the case before. Before, we managed it ourselves. Plus, literally 3 days ago, when ChatGPT updated, there was only the fifth version. That's it, there was no option to choose 3.5, no option to choose 4O. Now, you see, after all this noise on the internet, when the old-timers started saying, "Bring back 4O, bring back 3.5, because the fifth version of ChatGPT is not very good," OpenAI thought and brought back the previous version. Now it is possible, consequently, to choose the previous version 4O and work with it, but I still like how the fifth version works. So that no one says that ChatGPT5 is not good, I really like how it copes quickly, does good analytics compared to before, how it did competitor analysis for us, it was really not good. Now I really like what comes out of it. Let's go to the prompt and now let's try to create a marketing strategy. Segmentation, selection of marketing strategy, structure of marketing strategy. Everything is excellent. Let's see what we get. And then we will move on to coding. We enter it here. And here, you are an experienced marketer, strategist, who works in Russia. Develop a step-by-step marketing strategy. Let's see. Before, it fantasized and included, for example, services that are no longer available in Russia. For example, Facebook doesn't work in Russia anymore. YouTube is blocked in Russia. Well, you understand, right? Instagram doesn't work in Russia, so Google Adwords doesn't work in Russia, so it could fantasize and provide incorrect data from a marketing perspective. Therefore, I always corrected it. Here, let's see what we get for building baths in the Krasnodar region. Okay, let's go, brother, let's see what strategy you will make for us. Before, actually, I use ChatGPT for creating strategies, but mostly Claude Opus 4 does it amazingly. I don't even need to refine it a little. It does it so well, right? So, I take it to the client, send the strategy, say: "Here's the strategy, please pay and sign." Although Claude made it entirely. Well, of course, I checked it, looked at it, set the correct prompt, but in general, for example, ChatGPT can't do that, it needs to be corrected. Well. So, let's see what we get. Get a quick answer. You see, it's thinking. Well, let's see what it comes up with. Before, actually, it gave the strategy faster, but it wasn't very correct. Let's see what it comes up with now. Well, the fifth version of ChatGPT took 48 seconds to create a promotion strategy for a bath construction company in the Krasnodar region. Let's see. I've already looked and was shocked. Trends and opportunities. Demand for turnkey, growth of suburban construction, materials, energy efficiency, transparency of meta, content. Before and after. Competitive archetypes, 10 local players, key weaknesses of most. No fixed packages. Prices are hidden, few detailed cases, weak end-to-end analytics. Target audience, segments, triggers for cottage owners. B2C done, B2B done. USP done well: Bath Hammam turnkey 14599 with transparent pricing and fixed contract terms. 3-year warranty on construction, 12 months on engineering systems. Object passport, materials, nodes, care. Further promotion channels, also performance marketing. Yandex.Direct, naturally, with search by intent. RC marketing look alike. Super. VK advertising. Oh, my target Yandex business cards TOGIS. Avita Telegram. So, it doesn't have Google Adwords here, it doesn't have Instagram, it doesn't have TikTok, and so on. So, it provides those relevant marketing sources that we can use for lead generation, which are currently working. This is very good. Long-term SEO content media Yandex VK video clips RBE RTube not YouTube. You see. Construction errors, comparison of wood species. Email magnets. Now it's also email magnets, not Telegram, but Max, use messengers, because Telegram will soon be completely gone in Russia. So. Word of mouth, referral program, content strategy, case studies, expertise, inspiration, product, format of the week. Excellent. Guides, checklists, creative examples, ba. So, budget and ROI, return on marketing investment, scenarios, distribution can be optimized. Yandex.Direct 50%. SEO, listen, just take it. This is good. It also recommends, accordingly, connecting Yandex.Metrica, calling, Call Touch, or calibrating Bitrix 24, installing a methodology, phone calls, recording conversations, weekly dashboards. Everything you need, like I would do it, plus or minus, it's all written here. This is very cool, actually. So, it conveys the strategy that needs to be implemented in the realities of the current Russian marketing market as accurately as possible. I really like it. I'm genuinely delighted, to be honest. Now I'm looking at the strategy, how it used to be, how much it invented, and it was, well, unsatisfactory. It's clear that it came up with some ideas that could be taken, but mostly everything was very vague and unclear. Here, the fifth version does very well, well, look, it's really good, and we can expand each point further, expand it, give more specifics, and so on. This is very cool, actually. So, okay, we've dealt with the text model. I really like ChatGPT. By the way, several features have been added here, which we will also analyze. You can connect applications, accordingly, you can directly add Canva, Google Docs, Notion, and so on. You can connect more applications directly to ChatGPT. Also, there is an opportunity here, it has been available for a long time, actually, in the paid version of DALL-E – this is a neural network from OpenAI that generates images, it has been integrated into ChatGPT. And, accordingly, you can try to create images in ChatGPT as well. We will do this today. But let's first figure it out, because they said that ChatGPT5 can make code amazingly, it can create applications, it can create games, which used to be very, very bad, right, and I used Claude. Accordingly, let's see what it will do. Let's write a prompt for developing a mini-game of Tetris. For ChatGPT5. Now we will ask it to develop a prompt for us. And according to this prompt, we will now create a mini-game. And another small nuance. I want to insert this game into Tilda, a website builder, so that it all works. And add and add and add to this prompt so that I can insert this game into Tilda. So, make it in HTML. So, wait for the answer. Get a quick answer. Let's click. Okay. Here is the improved prompt. Develop a mini-game of Tetris. Keyboard control for launching in the browser and inserting into a website on Tilda via an HTML block. Everything is great. We have such an interesting prompt. Now we just take it, copy it, paste it into the bot here. And let's wait for it to do it for us. At the same time, let's simultaneously start creating the game. We will go to Claude. This is a neural network from Antropic. Very cool, very powerful. In terms of code, I think it was always better. Well, we even looked at the arena, it's in second place. But let's see and give it the same prompt. We select the Claude 4.1 model. We paste our prompt here and click to create the game. Let's see what it does, and compare the results. So, well, let's see. We got this game. Or rather, we don't even see it. We just got the ready code for insertion. We copy it. Here we have an annotation, accordingly, instructions for insertion into Tilda. In the Tilda admin panel, open the page. Understood? La-la. Save changes. Publish. Control in the game. What did Claude do for us? Claude has already done the visual part for us. We even see the score here. Next figure. Movement. And start. Let's click. Op, op, op, op, op, op, op. It moves with the keyboard. Yes. So, we have this game in Claude. So, we will have a ready game. Everything is super. You can play. In principle, there are even points and so on. Accordingly, let's try to insert both codes into Tilda and see how it works, how satisfactory this will be. So, we copied the code. So, let's go to Tilda. By the way, you will learn to create websites on Tilda in the practicum on how to work with neural networks, so it will be awesome. So, let's go, click create new site. Here you can choose a template. We just need an empty one. Let's choose an empty one. Why do we need anything else? Now we will take this code, select a block, another HTML section, right? Yes. Then we will insert the code content into this section. Click. Uh-huh. Insert the code from ChatGPT. Click save, close. Click publish. And here is the link. And now, in theory, the game should launch on our own domain. Something is a black square. A black square, but it doesn't work, as we can see. Let's see. Let's close it. Completely delete this section. Let's insert, consequently, a new one, to be as honest as possible. We copy this code, insert it into this section, click save, close, and publish. Let's see how it shows itself. So, this is how it turned out. It's a bit incorrectly displayed, of course, but at least, look, from Claude, according to the ChatGPT5 prompt, we have a normal game. So, look, I'm playing right now. I can send this link to my grandmother, this link, which I made on Tilda, inserted the code into this website, and I have this game. Everything, I can sit and get hooked, created a game for myself, and then I can do nothing. Interesting. Ctrl Strike I can do. I should try Heroes of Might and Magic III, guys. Exactly, this is just, well, you won't be watching me play this game. Let's move on. So, again, a point for Claude in programming. ChatGPT5 is still lagging. Let's try to ask it to make a calculator for calculating the cost of building baths in the Krasnodar region for a client, so that it can be inserted on the website first. So, let's make a prompt for the calculator. Well, it will understand that I'm not particularly Russian. Okay. Here is a ready prompt for ChatGPT5, which can be used to generate cost calculation calculators for bath construction, including Tilda via a block. So, let's go. It's doing all this. It will develop an interactive calculator, type of bath. And now it's doing all this for us. And we will make a calculator for calculating the cost of building a bath in the Krasnodar region. And we will also insert it. And also, what kind of calculator will we make in Claude? And let's see again who will cope better. But I still think Claude will cope better. After all, you saw, the difference is colossal. So, our prompt is ready. We copy it. So, not everything, but just this thing. Ctrl C. And now we give it, consequently, to ChatGPT version five. And, accordingly, we give the same prompt to Claude. Let's go. Claude. Come on, show your class. So, well, my friends, Claude received the exact same prompt. And it's still writing and writing and writing the calculator. Although ChatGPT has already done it a long time ago. Here is a completely ready, autonomous calculator for calculating the cost of building a bath. Let's copy the code. It has written instructions for us again, how to insert it, how to use it. Let's test it while it's still... Oh, it's done. Look, bath cost calculator. Frame, timber, brick, wood-fired, standard. Additional options. How beautiful. Look. Let's first test the calculator that ChatGPT wrote. I think it turned out so-so. And then what Claude did. So, I have a huge, probably over a thousand templates, made conversion-oriented for absolutely different niches. Of course, I also have construction of baths here, including interior design, stretch ceilings, everything, pedicure studios, manicure, apartment renovations. In short, I have over a thousand templates in Tilda for any business, already fully ready with USPs. Super. That's why it's not difficult for me at all to find bath construction here. For example, some ready-made template. Already fully done. Look, we are testing everything. Let's build a bathhouse from glued beams. Everything is cool. And now we will shove it somewhere into this block, the calculator, and see what happens. Let's put it in the preliminary cost calculation, right here, maybe here. Click plus, add such a thing, another. HTML block. Bam. Click here, content. Shove our code from ChatGPT here, publish our beautiful website, and see what comes out here. So, here is the full website for bath construction loading. We scroll, scroll. There's already a quiz. And here it is, our bath cost calculator. Let's choose from beams, area 30 square meters, electric stove, standard, premium, hot tub, let's also add a shower, and no hammam, and basic cost breakdown. So, 903,000 rubles, it calculated for us. Send application, click. Your name Sergey Nagorny, phone number, send. Thank you Sergey Nagorny, we will contact you by phone. Everything, the form has been sent, it can be connected to Tilda. In general, not bad, not bad, everything works. Correct, correct. Let's see how our favorite, my favorite Claude for programming coped. So, close this block, delete it, publish the site. For now, let's go, go here, copy the code, go back to our Tilda, right? So, click here, accordingly, ah, this is the site, sorry. Close. Go, consequently, here. Click plus. Also insert, consequently, an HTML section, click content. Paste the HTML code here, click save, close. Publish our site, follow the link, and see what we have here. And here it is, the bath cost calculator that we got in Claude. Look. Choose a bathhouse made of timber. Specify the area. Slider is available, 40. Then choose the stove type, electric. Choose the finishing type, premium. Additional options: hot tub, terrace, shower, hammam. Let's choose a hot tub. And here is the cost calculation. Additional option, not a number. What is this? Not a number. Send for Wait. Premium standard. Send not a number. Send application. Also Sergey Nagorny, phone number. Application sent successfully. We will contact you shortly. Well, listen, there's a glitch here, why is everything calculated correctly here and there's a price. I don't know, do you see me like this? Do you see? Here's the price. Everything works well. Frame from beams, somewhere here, well, somewhere there's an error in Claude. I'll have to fix it. But again, visually and technically, I still like Claude more. But here, in this test, ChatGPT coped more correctly, because everything is calculated, and here we have, well, this error, not a number. Why not a number, not a number, not a number. Strange, I'll have to fix it. But in general, you saw how you can make an awesome calculator, attach it to a website as quickly as possible. And then here's the website for baths. Everything, you can change it from the code perspective. But again, I would still choose Claude. I would just refine it here, say: "You have an error here, refine it." And it would do better. So, I'm moving my face back here again. And we are starting our next test. Let's ask it to create a prompt for a YouTube cover, for example, create a prompt for creating an image for a YouTube cover, where a guy is sitting in a room and everything is covered in ice, and he is dying of cold, but working on a laptop, and everything is about neural networks everywhere. Something like that. So. Uh-huh. Uh-huh. Uh-huh. Uh-huh. So, let's close Claude for now. Tilda too. So, well, everything is excellent. We have a cool prompt for an image. Let's now set this prompt. Let's enable image creation here and see. By the way, you can choose styles here. We don't need that. Everything is in our prompt. And let's see what we get. Waiting. So, well, it came out with this sad face. It's generally similar. It's almost me when I turn on the air conditioner to +16 degrees. That's the story. In general, not bad. Well, my friends, we have analyzed ChatGPT. If you are interested in me analyzing other functions for you, write your comments, jump into the practicum, we will create calculators there, we will create websites on Tilda there, pack all this into marketing. Well, for those who are just starting to work with ChatGPT and don't know how to get there, and they say, "Damn, you started from the middle, so to speak, right from the fifth version," then you need to go to the OpenAI.com website, click login to ChatGPT here. Be sure to enable the service that is called by three letters. Yes, I use this one. Here, my country is set to USA, I am American. Here, click register for free. You should have a Google account. Preferably, I think you all have one. Click continue with Google. Then here, enter your name. For example, my name is Sergey. Keep 102199, click continue. And in general, you are registered and can use ChatGPT. Everything, you are great, everything is excellent, good. Continue. So, in general, there is nothing complicated in registration. You have the regular version, like, just ChatGPT is great for simple tasks, to update, to use, like me, so that everything works. It costs $20 for this subscription. Such are the realities. Well. And here you can already work, create an image. It's interesting. Op. You can create an image, by the way. You couldn't before. Interesting. In general, you can create images in the free version now too. Look. Well. And, in principle, work with ChatGPT. That's all from me. Let's move on, my friends. Well, we have tested ChatGPT5 thoroughly. I have shown you how it differs, what it is capable of, how it works. We have compared it with other neural networks, and I think it's up to you to choose whether to work with it or not. I, actually, like GPT, I use it, but I also use other neural networks, in particular, each is interesting for its own tasks. In any case, I think ChatGPT5 still can't do code properly. And I also like Claude Opus 4 more. Well. But ChatGPT5, in principle, has its place, although it wins in all ratings, but, as I am told, as we have tested, it makes code quite poorly. I hope the video was useful. I hope you liked it. Write comments under this video to win. Also, go to our Telegram channel, where there is a lot of useful, interesting stuff about marketing and neural networks. And I embrace you all and wish you a wonderful day, evening, or morning. Bye-bye everyone. M.