The cloud-based AI is a new era of mathematics and R&D work.

   The cloud-based AI is a new era of mathematics and R&D work. 

AI is the best in business when it must make logical works where there are certain rules. And mathematics is the thing that computers are made of. The AI is an extension of the computers, and especially in morphing neural networks the AI is an ultimate tool that can control the system with a very high accuracy. 

The AI can share the work with multiple computers. And make them the virtual quantum computer. Or the system can operate with calculations at nighttime when there is not so much internet traffic. That means the AI can turn almost every computer and data center in the world into a calculation station. 

When the computer starts to make more important operations, the AI can store the intermediate result, and release the computer to its prime mission. And when the computer's usage level decreases, the AI can start to operate those secondary missions. In those systems, the AI that interconnects computers in the entirety uses the empty time of the microprocessor in that kind of duty. 

This kind of systems base is in a network-based graphics solution called Renderfahrm. This kind of system connects multiple ordinary workstations into the same network and makes them operate as one supercomputer. 

The cloud-based architecture, where the system shares information between its members and multiple computers act as an entirety is an effective tool. There is no limit to this kind of system. In this kind of application the system can share even complex and complicated program code with multiple participants. And the AI-based operating system can interconnect those code parts into the new entirety. This means that drone swarms and other things can operate under AI-controlled entirety sooner than we thought. 

The new AI-based language models. Like Chat GPT and its successors, which are more complicated can help to make more complex program code than ever before. AI development runs hotter than ever before because other AI participates the code development. And some of those systems run on quantum computers, which makes them more powerful than we ever imagined. 

Technically is possible to make a calculation network. That connects all computers around the world in the entirety. Political will is the thing, that denies this kind of action. 

This kind of solution is called a "non-centralized calculation application". Those solutions are also used in drone swarms. The idea is that the processors in these kinds of networks share their processor capacity with other network participants. And that also gives low-power microprocessors new abilities. The cloud-based architecture makes drone swarms operate autonomously. 

https://scitechdaily.com/the-intersection-of-math-and-ai-a-new-era-in-problem-solving/