WHY AI CAN’T REPLACE EXTERIOR VISUALIZATION MADE BY HUMAN

WHY AI CAN’T REPLACE EXTERIOR VISUALIZATION MADE BY HUMAN

AI is used in various fields, including IT, consulting, education, and medicine, automating, simplifying, and speeding up many routine processes. It is no secret that designers and architects also widely use artificial intelligence to create reality images. In just a few minutes, you can get high-quality AI-rendered art even without knowledge of the program — just enter specific parameters.

Some call AI the future of the design industry and argue that its application will allow designers to use the best resources. While others view AI as a threat, fearing it could completely replace design professionals. The designers had an utterly justified fear: will neural networks become their competitors or helpful assistants in their work? Is AI replacing artists? — read this article.

What Are Neural Networks Ahead of Humans?

The advantages of a neural network over humans can be considered as follows:

  • Speed and efficiency. AI can process large amounts of data quickly and accurately and create designs much faster than a human designer. This can be especially useful in industries where speed is critical.
  • Consistency. We can produce predictable results because they are based on the same rules and algorithms. Making the correct query for the neural network will give you precisely what you expect from it.

Why AI Can’t Replace a Human Visualizer

A neural network can analyze millions of elements and produce a new result based on analysis and data on the rules of composition (golden ratio, tonality, playability), color scheme, and technical specifications. But in fact, it is not the intelligence that creates all the beauty, but only the algorithms people set. This means that an expert must be next to each algorithm to evaluate the AI-generated 3d works through the human factor and make adjustments.

Below, we will give several examples of how AI is inferior to human designers and cannot fully take on their responsibilities.

Data Limitations

AI-powered projects may lack the ability to adapt to changing circumstances. Of course, while neural networks can develop and improve over time, they are limited by the data on which they are trained. Artificial intelligence cannot deal with unknown and unstructured spaces and objects, especially those they have never observed.

Lucky you if the client is chatty and has a clear vision of the main idea, but this is usually untrue. You’ll have to piece together information quickly — the more details you know, the better you can bring the client’s ideas to life and create a perfect visualization.

Unlike AI, designers are able to adjust their designs based on user feedback and changing conditions by taking a variety of factors into account. While AI rendering architecture projects can be productive and successful, they have difficulty adjusting to changing conditions.

Lack of Emotional Depth

Emotional design creates user experiences that attract and hold the audience’s attention by influencing emotions. You need to know exactly how users think, what they want, and why they need your product.

Design must evoke positive emotions in people. The creation of visualizations must be carefully considered. In an era of high competition, it is essential to stand out, make a good impression, and evoke positive emotions among the audience. Therefore, the use of template schemes is inappropriate. However, designing unique and attractive solutions helps evoke positive emotions and build strong user connections.

Here is how it works:

  • Design is the basis for the formation of positive emotions. Unique and attractive presentations predispose users to act further from the first seconds.
  • Beautiful and unique design solutions influence the efficiency of the project. Efficient work and considering the client’s wishes cause a feeling of satisfaction and happiness.
  • In addition, if the design evokes positive emotions, minor shortcomings, or difficulties in the work and interaction with the architect or contractor, it will be more tolerant.

While AI architecture generators can be practical and valuable, their creations might not have the same emotional resonance and creative flair as human designs. Designers are able to make decisions based on empathy and understanding by taking into account the emotional impact of their works on users.

Creativity

Some claim that the use of images by AI is analogous to that of references by artists. AI, on the other hand, is unable to produce anything genuinely original and inventive, whereas human artists develop their abilities, aim for a distinct style, and, above all, are able to start from scratch and produce a completely new concept.

AI can create but cannot be creative. This characteristic limits its usefulness in all aspects of design and architecture. The thing is that the Machine uses an algorithm to draw a design. Millions of pre-selected images are used to train neural networks. Whether these pictures have emotional content and artistic value is a big question. As a result, the style of the generated images is repeated, as if one designer created them. Neural networks are unsuitable for creating unique illustrations and art in your author’s style.

Creating meaning and finding beauty in things is a uniquely human trait that underlies our ability to be truly creative. Machine learning has not yet reached the point where it can find beauty or meaning beyond data sets and patterns, and AI has neither imagination nor the ability to be inspired and invent. The best design does not have to follow any formula. It is a manifestation of the creativity of humans.

Human Experience and Intuition

Intuition is the ability to quickly understand or know something through the senses without thinking or applying logic. Intuition works when you are tormented by doubts about how to do it right and, faced with a difficult choice, you accidentally make the right decision.

Everything you do to grow professionally improves your instincts. Reading professional literature, communicating with colleagues, passionately working on projects — everything becomes part of the “sixth sense”. The more experience you have in a particular area, the better your intuition will work in this area.

Of course, you cannot endow a neural network with intuition. But formalizing tasks and setting up algorithms will free you from routine work — a truly successful solution. Man will have no choice but to create!

Difficulty Perceiving Details

Exterior design creates a building or structure’s original and attractive external form. In general, this concept is flexible because it includes the architectural design of a building and the surrounding landscape. The exterior must be aesthetically attractive, as well as completely and wholly combined and in harmony with the interior decoration, creating unity in style with it. An exterior design has many elements that work together to create an attractive appearance for the structure.

It takes work to explain the tremendous amount of detail and design logic. Generally speaking, defining some specific engineering requirements in words is complicated and challenging. Setting particular tasks for AI architecture rendering is not a way out of the situation because projects come in various falsehoods, and often, clients do not understand what they want and cannot formulate their thoughts well enough.

Moreover, designers can effectively share their design decisions and ideas with clients, architects, and team members. Neural networks cannot participate in this type of communication.

Summing Up

Designers are afraid of losing their relevance before AI 3d modeling speed and quality. They fear that businesses will no longer need their services. However, designers must remember that their work is not limited to visualization but includes analysis, strategy, communication with the client and team, and other global aspects that neural networks still need to cope with.

We at Genense Studio are convinced that artificial intelligence will not replace 3D artists but will only open up new opportunities for them and optimize their workflow. We will show you how to use AI to generate brilliant 3D art and search for suitable materials, shapes, colors, and textures. Everything that took hours will be done in minutes. AI will become an assistant when you need to visualize and test ideas quickly.

Contact us — we know how to optimize your efforts and save time.

To view or add a comment, sign in

More articles by GENENSE

Insights from the community

Others also viewed

Explore topics