Neural Network Operators. AI in Online Advertising.

Dear friends, it's time to tell you about some improvements in our work in the area of creating online advertising using AI methodology. Our ideas, coding, and creation of ads with AI will present you with modern trends in web design and online marketing using neural networks. In this article, we emphasize the end of the development era and the beginning of a short phase of prompt engineering.
- CEO FABER VISUM
Neural Network Operators.
The transformation of advertising studios is inevitably moving toward neural network operators.
In some ways, this mirrors a factory worker who once manually shaped parts but now simply instructs the machine on what the part should look like and what properties it should have. Still, the explanation must be clear, because if the questions make no sense, the answers won't either.
We are entering an era of automation and product enhancement driven by analytics. LLMs are playing a central role in online advertising—especially through neural network operators, the transformation of creative studios, and cleanup strategies. So how exactly does AI function in this domain? A few examples of PE* in action:
Examples of Web Pages in Collaboration with Neural Networks.
Here are some real-world cases: for the page "Plzeň Bagr", we were given no materials at all—just a task to create a website about JCB 3CX backhoe rental. "Vortex Thrusters" also provided minimal information. All copy was generated using ChatGPT, while color palettes for the "Dental Implantation" site were created with Stable Diffusion. Segments of code for Gostev’s Dynasty were modified by neural networks. Take a look at these examples of websites where neural networks significantly contributed to content and code:
Reaching a Global Audience.
- ChatGPT has made translation agencies redundant, allowing for fast creation of multilingual websites and even generation of voice content in any language.
- Text analytics combined with SEO enables us to confidently position site pages for search queries anywhere on the globe.
On the website of FABERVISUM Advertising Technologies Agency, we use multiple languages to continuously expand our reach to potential clients. At the High Investment Agency, gostevs.com, we promote creative work, and neural networks have helped us adapt our own auction platform. Watch a few of our videos showcasing artwork on the Gostev’s Dynasty YouTube channel—you’ll hear a flawless commentary voice generated by AI.
The Cleanup Strategy.
OpenAI and similar AI tools are end-stage technologies that relieve humans from mechanical tasks, leaving them with the creative realm of spiritual artistry and the generation of new ideas. A few thoughts around the phrase “ready-made website”:
- Neural Network Operators: Neural networks are used to create and optimize advertising campaigns. They can analyze vast amounts of user behavior data to determine which ads will be most effective for specific audiences—maximizing ad budgets and improving results.
- Studio Transformation: AI is changing how agencies and studios operate. Companies are increasingly using automation and machine learning to create, test, and optimize ad content. This makes processes more efficient, saves time and resources, and allows for quicker responses to market trends.
- Cleanup Strategy: With the rise of LMs, LLMs, and automation, some traditional roles in advertising are becoming obsolete. The demand for hyper-specialization is decreasing, while the value of creativity and vision is rising. AI takes over routine tasks like template creation, freeing up humans for strategy and originality.
Website development is no longer a problem — FABER VISUM has used modular systems from the start. Open-source technology has long solved the issue of building “content boxes.” We simply adapted and optimized the source code for SEO and load speed. In our ready-made website section, you can choose a project that best suits your business or idea and order it in seconds. You can populate it with your own content or let neural networks do it using just minimal input. As a starting point, we offer our clients a quick request form.
Who Will Remain in the Advertising Space?
FABER VISUM is like a Swiss watch — it's perfectionism in motion. A strong brand built on quality will always remain on the market.
AI, for now, cannot guarantee the quality of ideas — it can only speed up individual tasks. And once AGI comes along, you won’t be assigning it tasks anymore.The ones who will remain are the creatives — artists, musicians, writers, directors.
– Wishing you well. CEO FABER VISUM
Also those stubborn enthusiasts producing mass content with no clear purpose, unaware themselves of what they want to offer. And of course, all the “specialists” whose slogans are “we know our stuff” or “X reasons to choose us.” As we all know, they live in a world of their own.