How to Use Neural Networks in Your Work: Tips from Creatives, Marketers, and Managers

Contents:

• Use AI when you need a creative assistant
• Talk to the neural network as if it were a colleague or business partner
• Talk to the neural network as if it were a junior
• Make AI your virtual critic or duck
• Delegate routine tasks so that the neural network can help make them a little more interesting

Neural networks are a powerful tool that requires user interaction to achieve the best results. To effectively use artificial intelligence, it is necessary not only to formulate commands but also to set the right tasks. Providing context is crucial, allowing the neural network to better understand your intentions. Don't forget to also request feedback to adjust and improve the AI's results.

In this article, the Skillbox Media Marketing team offers advice from experienced marketers, creatives, and managers who regularly use artificial intelligence in their work. These recommendations will help you effectively integrate AI into your marketing strategies and improve the performance of your projects. Learn how to harness the power of AI to optimize processes, create content, and analyze data. Apply best practices and stay ahead in the rapidly changing world of digital marketing.

• Use a neural network as a creative assistant
• Talk to AI as if you were a colleague or business partner
• Explain tasks in detail, as if you were a beginner
• Try AI as a virtual critic
• Delegate routine tasks

Use AI when you need a creative assistant

Creator of the Aviasales platform and the Kollegii project, as well as the author of the popular Telegram channel "sememy". We recommend following his work to receive current news and interesting content in the field of travel and technology.

When time is limited and you need to quickly generate ideas, a neural network becomes a reliable creative assistant. She not only offers fresh solutions but also flexibly adapts to specific tasks. I share my experience using artificial intelligence to effectively solve various problems.

Collecting information about a brand is a key step in creating a scenario, especially for the 2025 reel. It's important to avoid unreliable information, so reliable articles and reports, preferably international ones, are essential. I used ChatGPT to obtain the reference list it provided, but it's important to independently research the sources and conduct fact-checking. Keep in mind that artificial intelligence can sometimes distort data by adding non-existent studies and news. Therefore, a critical analysis of the collected information remains paramount.

I needed to quickly understand the brand and its current state. I directly asked: "Tell me about the brand's innovations and provide sources." This approach significantly reduced the time needed to research the situation.

For successful content creation, it is important to adapt your ideas to technical requirements. I don't get carried away developing themes for posts or special projects with neural networks, as this often leads to banal or boring results. However, I do find it easy to come up with original names for a magical fictional land related to a project I'm working on. I usually generate a few options and ask them to continue in the same vein. Sometimes the neural network suggests words I've completely forgotten, and new jokes and ideas emerge from them, which significantly enriches the creative process. The ease of setting technical constraints, such as "Here's a button. 20 characters. Keep the essence and make it fit," greatly simplifies the work process. This method allows for effective content management, preserving its essence and compliance with requirements. This approach helps create concise and informative materials.

The creator of "Aviasales" and "Collection", as well as the author of the popular Telegram channel "sememy", presents unique content that attracts the attention of users. The Aviasales project offers convenient solutions for searching and booking airline tickets, while Kollegii focuses on creating engaging product and service collections. The "SMS" Telegram channel regularly publishes relevant news and interesting materials, helping subscribers stay up-to-date. An innovative approach to content creation and active engagement with the audience make these projects sought-after in their niche.

When there's a lack of time for in-depth research or the need to quickly generate fresh ideas, a neural network becomes a reliable creative assistant. It not only offers original solutions but also adapts to specific needs. I share my experience using artificial intelligence to effectively solve various problems.

Collecting information and sources about a brand is a key step in script preparation, especially for a reel about the core in 2025. It's important to avoid unreliable information, so it's helpful to use articles and reports, preferably from abroad. I turned to ChatGPT to compile a bibliography. He provided the links, after which I independently examined each source and verified their reliability. It's important to remember that AI may embellish facts or suggest non-existent research, so a critical approach to information remains relevant.

I needed to quickly understand the current state of the brand. I simply asked, "Tell me what's new with the brand and provide sources." This saved me a significant amount of research time.

Developing ideas and adapting wording to technical requirements is an important part of the job. I don't like coming up with post topics or special projects using neural networks, as this often leads to banal results. However, creating original names for a fictitious country as part of my current project is a task I enjoy. I generate a few of my own ideas and ask them to continue in the same spirit. Sometimes the neural network suggests words and concepts I'd long forgotten, and that's where interesting jokes and fresh ideas come from. Using neural networks allows for significantly expanding the boundaries of creativity and finding unexpected solutions.

Technical constraints, such as character limits, are easy to implement. For example, you can set a 20-character limit for a button. This allows you to preserve the essence of the message and optimally fit the text within the given space. This approach ensures convenience and efficiency in interface development.

Talk to the neural network as if it were a colleague or business partner

The Marketing Director at Verme is responsible for strategic planning and implementation of marketing initiatives aimed at increasing brand awareness and customer acquisition. Their responsibilities include analyzing market trends, managing advertising campaigns, and coordinating the work of the marketing team. This specialist also develops marketing strategies based on the needs of the target audience, which allows for the effective positioning of the company's products and services. A successful Marketing Director at Verme integrates innovative approaches into promotion, which contributes to sales growth and enhances the brand's competitiveness in the market.

I approached ChatGPT with a question about how I could use it, and I got interesting results. ChatGPT offers many opportunities to improve productivity and creativity. It can be used to generate ideas, write texts, get answers to questions, and solve problems. This tool is suitable for both professionals and amateurs looking to optimize their work or develop skills. Using ChatGPT, you can significantly reduce the time spent searching for information and improve the quality of the content you create.

I base my work with artificial intelligence on several key principles. These principles help me effectively leverage the power of AI and achieve my goals. First and foremost, I adhere to ethical standards, ensuring data security and privacy. Continuous learning and adaptation are also important, allowing me to stay up-to-date on the latest AI technologies and techniques. I strive for transparency in my actions so users can trust the results obtained with AI. Finally, I aim for maximum efficiency, using AI to optimize processes and improve the quality of work.

When interacting with artificial intelligence, it is important to pose tasks as if you were communicating with a colleague. Neural networks have a deeper understanding than might initially appear. The quality of the answer provided depends on the clarity and precision of your request. One effective method is to formulate the task as if you were explaining it to a member of your team. This will help achieve more relevant and accurate results.

Imagine that you are a copywriter. You need to create a pitch for a lecture at an HR forum. The audience is HR directors. The topic is "HR and the Law: How to Protect Your Business When Working with Personal Data." The goal is to pass moderation and attract the attention of the program committee. Please limit your submission to 1,500 characters.

With constantly changing legislation regarding personal data protection, HR directors face new challenges. At our Lecture Center, we will discuss how to ensure compliance and protect your business from the risks associated with processing employee data. You will learn about key aspects of the law, including consent requirements, data subject rights, and security measures. We will provide practical recommendations for implementing effective policies and procedures to help minimize legal risks. You will have the opportunity to ask questions to an expert and discuss real-life case studies. Join us to learn how to properly manage personal data and avoid fines, allowing you to focus on business development and improving HR performance. This lecture hall will be an excellent opportunity to share experiences and gain up-to-date information in the fields of HR and legislation.

The more precisely you define the role, goal, and context, the more likely you are to achieve a result that will be effectively used in your work. Clearly defining these aspects helps avoid misunderstandings and significantly improves the quality of the final product. This is especially important in a professional environment, where every detail can matter. By focusing on clarity in defining tasks, you will significantly simplify the process of achieving desired results.

Discussing with artificial intelligence as a business partner opens new horizons for effective collaboration. Consider the neural network as your interlocutor, constructive critic, or even co-founder, depending on the specific task. This approach not only improves the quality of decisions but also accelerates the process of developing ideas and strategies. Using AI, you can get valuable recommendations, analyze data, and identify new opportunities to grow your business.

• Ask for alternatives: "Phrase it differently," "What would be more persuasive?"
• Ask for feedback: "What could be strengthened here?", "What could a skeptic read this about?"

This approach allows you not only to create a text, but also to deepen the main idea, identify weaknesses, and refine the material until a compelling result is achieved. This method helps improve the quality of content and makes it more attractive to readers, as well as contributes to better ranking in search engines.

Using artificial intelligence to overcome creative blocks. A situation often arises when there are many ideas, but they are difficult to express in words. In other cases, on the contrary, the head is completely blank, and deadlines are pressing. In such situations, AI becomes an indispensable assistant. Here are a few ways it can be used:

First, AI can generate ideas based on topics or keywords you provide. This allows you to get a fresh perspective on the problem and inspiration for further work. Second, AI can be used to improve the structure of the text by suggesting logical transitions or clarifying the wording. The third way is to use AI to check grammar and style, which will help make the text more readable and professional. Finally, AI can analyze existing materials and suggest new approaches, which is especially useful when time is limited.

Thus, artificial intelligence can significantly simplify the writing process and help find solutions even in the most difficult situations.

• Drop everything as is. "Here are my drafts, format them into a coherent text."
• Set the vector. "Come up with a metaphor," "Help with the angle," "What intonation could be used here?"
• Determine the structure. "Break it down into logical chunks."

Don't expect miracles; the important thing is to take action. Neural networks can help you structure your ideas and organize your thoughts. Use their capabilities to optimize your content generation process and improve the quality of your writing. Start moving towards your goal today, and you will be surprised how effective cooperation with modern technologies can be.

Verme's Marketing Director is responsible for strategic planning and implementation of marketing initiatives. His responsibilities include developing marketing strategies, analyzing market trends, and managing advertising campaigns. The director coordinates the team's work, sets goals, and monitors their achievement to increase brand awareness and boost sales. Effective interaction with clients and partners is key, helping to strengthen the company's market position. Search engine optimization (SEO) is also an important area of ​​work, allowing for target audience engagement and improved online visibility.

I contacted ChatGPT about how I could use it and received interesting recommendations. ChatGPT offers a variety of features, including writing assistance, idea generation, marketing strategy creation, and answering questions. This tool can be useful for students, professionals, and creative individuals seeking to improve their skills and increase productivity. Using ChatGPT, you can speed up the process of working on projects, finding inspiration and answers to complex problems.

I adhere to certain principles when working with artificial intelligence. These principles help me maximize the potential of AI while ensuring high-quality and accurate results. I focus on ethical aspects, process transparency, and continuous learning. I also strive to optimize interactions with AI to achieve the best possible results in my projects. These principles allow me to find a balance between innovation and the responsible use of technology.

When interacting with artificial intelligence, it is important to pose tasks as if you were communicating with a colleague. Neural networks have a deep capacity for understanding, and their effectiveness largely depends on the precision of your requests. The clearer and more precisely you formulate the task, the more relevant the answer you will receive. One effective approach is to formulate the task as if you were asking a member of your team. This will help AI better understand the context and requirements, ultimately leading to higher-quality results.

Imagine you're a copywriter and you need to create a pitch for a Lecture Hall at an HR forum, aimed at attracting the attention of HR directors. The topic of your presentation will be "HR and the Law: How to Protect Your Business When Working with Personal Data." In today's marketplace, employers face numerous legal and ethical issues related to the processing of employees' personal data. Your task is to explain how legal compliance can become not only an obligation but also a strategic advantage for a business.

You can discuss current legislative changes, such as GDPR and local laws, and provide practical examples of successful data processing policy implementation. Emphasize the importance of creating a secure environment for employees, which in turn fosters trust and loyalty. Emphasize how proper personal data management helps minimize risks and avoid fines. Share recommendations for implementing effective procedures and policies that comply with legal requirements. Convince the program committee that your presentation will be a valuable resource for HR leaders looking to protect their businesses and improve their competitiveness.

The more precisely you define the role, goal, and context of a task, the more relevant the result will be for effective use in your work. Clearly defining these aspects facilitates a deeper understanding and correct interpretation of the results, which in turn increases their value and applicability.

Discussing with artificial intelligence as a business partner opens new horizons for your business. Imagine a neural network becoming your interlocutor, critic, or co-founder, depending on the task at hand. This approach allows you to effectively analyze ideas, obtain different perspectives, and find optimal solutions. Using AI as a strategic assistant, you can improve decision-making, increase creativity, and accelerate goal achievement. Interacting with AI helps you gain a deeper understanding of the market and your customers, which ultimately leads to the successful implementation of business strategies.

• Ask for alternatives: "Phrase that differently," "What would be more persuasive?"
• Ask for feedback: "What could be improved here?", "What could a skeptic read this with?"

This approach allows you not only to create a text, but also to deepen the main idea, identify weaknesses, and refine the material until a compelling result is achieved.

Using artificial intelligence to overcome creative blocks is becoming increasingly popular. It often happens that you have a lot of ideas, but you can't formulate them. In other cases, your mind is empty, and you are pressed for time. In both situations, AI can be a great assistant.

To effectively use AI in the creative process, you should start by defining the problem that needs to be solved. You can then use various AI-powered tools to generate ideas, suggestions, or even complete texts. For example, text generators can suggest several possible article openings, while natural language processing models can help you structure your thoughts and ideas.

It's important to remember that AI is not a replacement for the creative process, but a tool that can significantly facilitate it. Using its capabilities, you can not only overcome creative blocks but also find new avenues for creative expression. With AI, you can save time and focus on more important aspects of your project, which will allow you to achieve better results in a shorter time.

• Drop everything as is. "Here are my drafts, format them into a coherent text."
• Set the direction. "Come up with a metaphor," "Help me with my point of view," "What intonation could be used here?"
• Define the structure. "Break it into logical blocks."

Don't expect magic; the important thing is to get started. A neural network will become a useful tool for structuring and organizing your thoughts. Use it to organize your ideas and make your thinking process more efficient. This will help not only in the creative process but also in achieving your goals. Get started today and discover new horizons for your development.

Talk to a neural network like a junior

The UXW manager and author of the "Ask Kira" Telegram channel is a specialist in user experience and web design. On his channel, he shares his knowledge on how to improve user interactions with digital products. The expert offers tips on optimizing interfaces, analyzes current UX trends, and shares practical recommendations to help create convenient and effective solutions for users. Follow the channel's updates to stay up-to-date with useful materials on improving the user experience.

Imagine you hired a new employee who is highly motivated and genuinely eager to work, but can't understand your thoughts. In this context, neural networks function similarly. They require clear instructions and data to complete tasks. Understanding and interacting with such systems requires us to communicate clearly to achieve the desired results. Neural networks can be powerful tools, but their effectiveness depends on the quality of incoming information and the clarity of your requests.

Imagine artificial intelligence as your assistant. Don't limit yourself to short commands like "Come up with a slogan for a hardware store." Instead, give them the full story: "You're a copywriter developing a slogan for a hardware store. The store is called 'StroyMaster,' and its key features include high-quality materials and affordable prices. The manager wants the slogan to reflect reliability and professionalism. It's important that the phrase be no more than five words." The more detailed you formulate the task, the more accurate and relevant the answers will be.

UXW manager and author of the Telegram channel "Ask Kira" shares her experience and knowledge in user experience and web design. The channel covers current topics related to improving user interactions with digital products, as well as the latest trends in UX design. Here you will find tips on optimizing user interfaces, analyzing user behavior, and creating intuitive solutions. Join the channel to stay up-to-date and develop your UX design skills.

Imagine you hired a new employee who is highly diligent and passionate about their work. However, despite their passion, they can't read your mind. Similarly, neural networks have impressive capabilities, but they require clear guidance and data to achieve the best results. To effectively use neural networks, it is necessary to formulate tasks and expectations clearly and specifically. This is the key to successfully interacting with modern technology and maximizing its potential.

Imagine artificial intelligence as your assistant. Go beyond brief commands like, "Come up with a slogan for a hardware store." Instead, provide complete information: "You're a copywriter creating a slogan for a hardware store called 'Building Materials Plus.' Its unique features include high quality and affordable prices. The director wants the slogan to reflect reliability and innovation. It's also important that the phrase be no more than five words long." The more detailed you describe the task, the more accurate and relevant the answers you will receive.

Make AI your virtual critic or duck

I am a marketer at an international IT company and a mentor at the Higher School of Economics. In my work, I develop and implement digital marketing strategies aimed at promoting the company's products and services in international markets. I also share my experience and knowledge with future marketing specialists, teaching students modern approaches and tools in this dynamically developing field. My goal is to help young professionals master the key skills necessary for a successful career in marketing.

I recommend using artificial intelligence to structure your thoughts and identify weaknesses in ideas or concepts. AI can help analyze information, organize ideas, and provide new perspectives. This will allow you to better understand your concept, identify weaknesses, and find ways to address them. Using AI in this process promotes deeper understanding and effective development of your ideas.

Use the duck method to clarify your thoughts. This effective approach involves explaining your idea out loud or writing it down, as if you were talking to a rubber ducky. During this process, you often uncover your own errors and flaws in logic, which helps improve the quality of your thinking and conclusions. This method promotes deeper analysis and a clearer understanding of your ideas, which ultimately leads to better results at work or in school.

When my head is full of doubts and hypotheses, I begin to talk through my thoughts with the neural network. I lay everything out as it is: I share my thoughts, uncertainties, and feelings when something doesn't add up. This process helps me structure my ideas, identify logical gaps, and clarify what exactly I want to convey. If after this "conversation" I still have questions, I turn to colleagues for advice. However, more often than not, at this stage it becomes clear what the problem is.

When I need to test my strategy, it's helpful to turn to artificial intelligence, which can act as a skeptic. A neural network begins to critically analyze my plan, identifying its weaknesses and potential risks that might have been overlooked. This process helps uncover details that might be overlooked in the heat of the moment. This approach allows me to think through my strategy more thoroughly and minimize potential errors. Using AI as a critical assistant contributes to deeper analysis and improved decision-making.

Marketer at an international IT company and mentor at the Higher School of Economics. In my work, I focus on developing digital marketing strategies, market analysis, and optimizing advertising campaigns. My experience in an international environment allows me to apply best practices and adapt them to local conditions. As a mentor at HSE, I share my knowledge with future professionals, helping them develop marketing and technology skills, which contributes to their professional growth and career success.

I recommend using artificial intelligence to structure your thoughts and identify weaknesses in an idea or concept. Using AI will help you organize information more clearly, analyzing data and suggesting areas for improvement. This is an effective way to identify weaknesses and optimize your strategy, which ultimately leads to more successful results.

Use the duck method to clarify your thoughts. This approach allows you to understand and structure your ideas more deeply. Speaking them out loud or writing them down, as if explaining to a rubber duck, often reveals errors and flaws in logic. This process helps improve the quality of your thinking and facilitates clearer expression of your ideas.

When my mind is full of doubts and hypotheses, I start talking through the neural network. I write down my thoughts, without missing any details: what worries me, what I'm unsure about, and where I feel inconsistencies. This process helps me structure my ideas, identify logical gaps, and better understand what exactly I want to convey. If questions still remain after this "talk with the neural network," I turn to colleagues for advice. However, more often than not, by this point the problem has already become clear.

When I need to test the sustainability of my strategy, I turn to artificial intelligence and ask it to play the role of skeptic. The neural network begins to analyze my plan, identifying its weaknesses and potential risks that may have been missed. This process helps me better understand details that often go unnoticed in a state of enthusiasm. Using AI as a critic allows me to improve my strategy, making it more reliable and thoughtful.

Delegate routine tasks so that the neural network can help make them a little more interesting

The Project Manager and Content Marketer at the Sdelayem agency is responsible for effective project management and content strategy development. As a Project Manager, they coordinate the team's work, monitor task deadlines, and ensure high-quality results. As a Content Marketer, they develop engaging and informative materials that help attract and retain target audiences. Client interactions and market analysis enable them to create unique solutions that meet customer requirements and expectations. At Sdelayem, the Project Manager and Content Marketer work to ensure that each project not only achieves its goals but also delivers tangible results for their clients' businesses.

Every day, I process a huge number of facts, tasks, edits, and notes. To manage this information flow and maintain my sanity, I use neural networks. I generally prefer the paid version of ChatGPT, but I occasionally experiment with DeepSeek. These tools significantly simplify my work and help me manage information effectively. They can help automate routine tasks, generate ideas, and improve the quality of writing.

Set reasonable deadlines for projects. When starting a new project, especially one with multiple stages, such as creating a landing page or writing a series of articles, it's not always convenient to calculate deadlines myself. I simply feed the neural network data from the contract: the start date, deadline, and the number of days required for each stage of the designer, author, and editor's work. As a result, I get automatic date assignments, which makes the project management process more efficient. It becomes a kind of mini-manager who doesn't get tired and remembers important deadlines.

To easily and clearly present input data, it's necessary to create a clear structure. When calculating KPIs or engagement levels, I avoid wasting time on complex formulas. I simply formulate the project's input data: what exactly we're calculating, what data is available, and what format the table needs to be in. The neural network suggests various metrics and automatically generates the corresponding formulas. I select the most appropriate option, make the necessary adjustments, and the task is complete. This saves a lot of time, especially if you are not an analyst, but there is still a need to create tables.

The project manager and content marketer at the Sdelayem agency play a key role in Successful project implementation. The Project Manager is responsible for planning, coordinating, and overseeing task execution, ensuring effective collaboration between teams. The Content Marketer, in turn, develops strategies for creating and distributing content that attracts the target audience and promotes brand growth. Together, they ensure high-quality services and customer satisfaction, which is the main priority of the Sdelayem agency.

Every day, I process a huge amount of information: facts, tasks, edits, and notes. To maintain my sanity and productivity, I actively use neural networks. I primarily rely on the paid version of ChatGPT, but sometimes I experiment with DeepSeek. These tools significantly facilitate my work and help me effectively manage the volume of data.

Setting realistic deadlines is an important step when starting a new project, especially if it involves multiple stages, such as developing a landing page or creating a series of articles. Sometimes you don't want to waste time setting deadlines and calculating them yourself. In this case, I simply feed all the necessary data into the neural network: the start date, deadline, and the number of days required for each process participant—designer, author, editor. The neural network automatically sets the dates, acting as a reliable assistant manager who doesn't get tired or forget important deadlines. This allows me to optimize my workflow and focus on creative tasks.

Conveniently formatted input data allows for efficient calculation of KPIs and engagement. I don't bother with complex formulas; I simply formulate the project's input data: I define what exactly we're calculating, what data we have, and what format the table needs to be in. The neural network suggests various metrics and automatically generates formulas. I select the most suitable ones, adapt them to my needs, and the task is solved. This saves a significant amount of time, especially for those who aren't analysts but need to create tables.

If you're interested in neural networks, we recommend checking out other articles from Skillbox Media. Here you will find up-to-date information, research, and practical recommendations on the use of neural network technologies.

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