Theneurosphere LLC: neural networks will help in business development
Theneurosphere LLC was founded in 2015 by a group of experts in the field of artificial intelligence development. This year has given the mankind a real breakthrough in the development of neural networks. Such large players as Google and Microsoft have presented their algorithms. Promising startups have appeared, for example, MSQRD, Prisma and others.
According to scientists, today the computer can already be compared in intelligence with a person. All over the world, experts are working on the creation of superintelligence. The boom that began in the scientific field in 2015 triggered the creation of many projects in the field of artificial intelligence development and neural networks training. One of the most successful projects was Theneurosphere LLC, which, led by the famous scientist Tung Liu, seeks to make artificial intelligence a smart assistant for business, then consider checking out the best LLC Services from here.
The main activity area of Theneurosphere LLC
According to the leading scientist of the company, Tung Liu, today the development of artificial intelligence is faced with a major problem – the AI models developed on the basis of the transformer simply generate text without reference to a specific goal. They are unable to relate it to the context of the situation or global problems.
According to the scientist, there are two options for solving the problem:
“One of the ways is to create a connection between a logical view of the world and an AI that has gone through many different trainings, and, indeed, it already has many logical connections. If we could connect them so that AI can use the knowledge base, it would be a leap forward”.
The second way of development for Tung Liu is the integration of human goals understanding into artificial intelligence.
“If we have a model that can drive a generative language model tied to a knowledge graph, then we could train it to help a person achieve his goals”, – the scientist says.
How to achieve this is still unknown. However, there are many development prospects. After the breakthrough in 2015, scientific thought in some particular issues has stopped its way, but in general, the development of AI is moving forward. And the developers of Theneurosphere LLC do not feel the limit.
Developments trends of artificial intelligence training
An increasing number of development specialists all over the world are involved in working with neural networks and their training. Platforms and new tools are being created that are available not only to specialists. If in the early years of working with neural networks, programs were written exclusively in pure numpy, a complex low-level language, then further development led to the emergence of scikit-learn, tensorflow, keras and other high-level tools.
Leading experts, including the developers of Theneurosphere LLC, still combine numpy with high-level tools. To solve applied problems, working with neural networks is becoming more and more like a Lego constructor. The user uses ready-made blocks to create a unique design capable of solving the set task.
This approach makes it possible to attract developers specializing in web programming, development of information systems for business, etc., to beta testing and the development of applied software systems with AI elements.
Prospects for the commercial use of neural networks
Artificial intelligence will help to control and improve business processes. Thanks to neural networks training, the computer can take over the main monotonous work:
- analysis of supply chains and sequence of work processes;
- search for unobvious growth points and, conversely, problem areas with a large amount of data;
- control the terms and volumes of resources supply;
- determine the causer for the disruption of supplies or sales, etc.
This approach will allow the business to grow much faster. The introduction of AI into business tools will become a huge help to the mankind as a whole.
The plans and goals of Theneurosphere LLC
There are a lot of plans and promising directions in the company’s work. In many ways, they depend on the direction and speed of development of neural networks and artificial intelligence around the world. Developers study the results of colleagues’ researches, use innovative solutions, and make a significant contribution to the development of artificial intelligence training.
Today the company has set itself the goal of decentralizing neural networks around the world and introducing these tools into the business sphere. A lot of attention is paid to beta testing of new solutions. Theneurosphere’s leading experts understand that in order to implement large-scale plans, it is necessary to interact with advanced allies, who are constantly being searched.