Quantum computers require binary supercomputers to drive information into the quantum state.

"Supercomputers, distinguished from ordinary computers by their ability to process vast amounts of data, are instrumental in solving complex scientific problems. They consist of interconnected nodes and require extensive infrastructure and expertise for operation, exemplified by facilities like the Argonne National Laboratory, which uses its supercomputers for groundbreaking research." (ScitechDaily, Science Simplified: What Is Supercomputing?)

The supercomputers can collect data from the environment of quantum computers. The new ultra-accurate atom clocks along with new ultra-cold qubits can make the new accuracy for measuring gravity waves and removing the electromagnetic effect in qubits increasing their power. The new cryogenic qubits are 700 % more powerful than regular qubits. Removing electromagnetic noise made the new quantum leap in quantum computing.

But the thing is that quantum computers require binary supercomputers to observe and control their temperature. The supercomputer can turn binary information into quantum states and it can observe things like gravity waves that can affect quantum entanglement.

"The biggest challenge in the development of the quantum computer consists of the magnetic and electrical noise that disturbs the quantum effect, and therefore the processor QPU (Quantum Processing Unit) is cooled down to the lowest possible temperature just above the absolute zero point of -273 degrees. This happens in the cryostat, which can be seen in the picture. The processor is located at the bottom of the cryostat. Credit: Ola J. Joensen, NBI" (ScitechDaily, Noise Fuels Quantum Leap, Boosting Qubit Performance by 700%)

Supercomputing is an amazing tool. Even without quantum computers. And the quantum computer network is the only thing that can beat networked supercomputers.

Supercomputers make many simulations better than regular- or table-class computers. Researchers can make supercomputers using the same components that are used in PCs. The difference between a supercomputer and a PC is the power. The supercomputers played a vital role in everyday calculations in science. Before quantum computers came into common use. The next step in supercomputers can be the quantum computers.

The limit of quantum computers is that the system has no programs yet. The second limit is that qubits are more complicated and sensitive than regular bits. It's possible. Quantum computers have operated through supercomputers for a long time. The supercomputers adjust the qubit and drive information from binary and quantum systems.

The network of binary supercomputers is a more powerful tool. In morphing AI-driven networks, the supercomputers can share their missions. Some computers drive different types of simulations. And the other computers adjust the environment and raw materials. In that two-stage model, the system makes a simulation before it makes anything in the physical reaction chamber. The networked supercomputers can simulate protein polymerase.

"A photo of the atomic clock setup complete with the bisecting cavity. CreditJILA/Ye Group" (ScitechDaily, Atomic Clocks Surpass Fundamental Precision Limits Through Quantum Entanglement)

The system can collect information from multiple sources. And then compare it with a controlled environment. The only thing that can win networked supercomputers is networked quantum computers. The quantum system can act like remote supercomputers.

Those systems can be in the caves and interact with field systems using remote-control applications. But quantum computers require support from the supercomputers. Supercomputers can use similar algorithms that are used to control nuclear reactors to control the physical environment around the quantum computer. And it takes a long time to develop stand-alone quantum computers.

But so-called traditional supercomputers can run the same Linux-, Mac, or Windows programs as PCs. And that makes them easier to use than quantum computers. There is the possibility that the supercomputers make it possible to turn full-scale submarines into drones. There is lots of room in nuclear submarines. And that allows to installation of supercomputers that can drive complicated algorithms into those nuclear submarines.

https://scitechdaily.com/atomic-clocks-surpass-fundamental-precision-limits-through-quantum-entanglement/

https://scitechdaily.com/noise-fuels-quantum-leap-boosting-qubit-performance-by-700/

https://scitechdaily.com/science-simplified-what-is-supercomputing/

The LK-99 could be a fundamental advance even if it cannot reach superconductivity in 400K.

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The CEO of Open AI, Sam Altman said that AI development requires a similar organization as IAEA.

We know that there are many risks in AI development. And there must be something that puts people realize that these kinds of things are not jokes. The problem is how to take control of the AI development. If we think about international contracts regarding AI development. We must realize that there is a possibility that the contract that should limit AI development turns into another version of the Nuclear Non-Proliferation Treaty. That treaty didn't ever deny the escalation of nuclear weapons. And there is a big possibility that the AI-limitation contracts follow the route of the Nuclear Non-Proliferation Treaty. The biggest problem with AI development is the new platforms that can run every complicated and effective code. That means the quantum computer-based neural networks can turn themselves more intelligent than humans. The AI has the ultimate ability to learn new things. And if it runs on the quantum-hybrid system that switches its state between binary and quantum states,

Cogito ergo sum. I think; therefore I am (René Descartes, French philosopher)

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