The key in quantum and binary computing is error correction and detection.

  The key in quantum and binary computing is error correction and detection. 

Error correction is the key in computing. However successful error correction requires the ability to detect errors. 

When a computer miscalculates, it doesn't recognize its errors. And sometimes in processor tests, the computer calculates 1+1=3, which is wrong. The reason for that is the stuck switch. 

A key element in successful quantum- and all computing is error correction. Successful error correction requires the ability to detect the error. Error detection requires that the system can detect errors. Data scientists noticed the requirement for error detection when some computers calculated 1+1=3. The processor's internal switches were tested simply way. The processor connected to the test bed, and then the computer calculated 1+1=2. 

Or it should be two. But sometimes the switch in the computer's microchip is stuck, and the test computer answered 1+1=3, which is wrong. Detection of that kind of error is simple. The computer must calculate 1+1(=2) about a million times, and if the error detector sees that some answer is 3. That means the processor's switches are stuck. 

"Quantum computing has made a significant leap forward with Harvard’s new platform, capable of dynamic reconfiguration and demonstrating low error rates in two-qubit entangling gates. This breakthrough, highlighted in a recent Nature paper, signals a major advancement in overcoming the quantum error correction challenge, positioning Harvard’s technology alongside other leading quantum computing methods. The work, a collaboration with MIT and others, marks a crucial step towards scalable, error-corrected quantum computing. Credit: SciTechDaily.com" (ScitechDaily.com/The Future of Quantum Computing: Harvard Team Achieves Major Error Correction Milestone)

But then to the quantum computers. 

Quantum computers are at least 47 years faster than any binary computer. The binary computer is less vulnerable to outcoming radiation. And even gravity waves can cause problems with 1000-state qubits. The problem is how to detect errors in calculation that take 20 years for binary systems? Solving this kind of problem takes a couple of seconds if we use a quantum computer for that operation. 

In normal cases the quantum system uses two quantum computers for the problem. If those quantum computers get the same result. The answer is probably right, but if the quantum systems get different answers, there is a problem. 

The system can make intermediate recordings, and the control system can see if there are differences. And that thing makes it easier to find the point in calculations where that error is. That thing helps to make recalculations in calculations that take even years. 

The problem with quantum computers is similar to all other computers. When their power increases and the use becomes easier they are used to make the more complicated missions. So the calculation that takes about 40 years from the binary computer takes one second from the quantum computer. 

Then the next step is to make a calculation series that takes weeks using quantum computers. In that case, operators want to see, what kind of results the quantum computer can get in the same operational time. This means that quantum computers will revolutionize everything in computing. The next-generation AI intelligent interactive graphics solutions and very sharp simulations are the tools that can revolutionize our society. 

One version of the remote control system is the supercomputer, which is in the computer center. Then that system controls the robot bodies that operate in the field. 

If we think that Chat GPT running robots can make custom code from certain situations. And that means robots will not necessarily require anything else programs than Chat GPT, which generates the control algorithm in every situation. The user must only help the AI to detect things, like beware of some rolling rocks when the robot operates in some canyon, and then the controller can show the dangerous rock and then tell the robot should step away if it starts to move. The Chat GPT takes those terms from the internet, and in that case, it must only know that in this case, rolling stones don't mean the rock band. 

But what Chat GPT can make? If it runs on a hybrid platform where a quantum computer and binary computer are connected. The binary system transmits data to the quantum computers that make the hard work. The quantum system will transfer the solution back to a binary system. And then it uses the answer to control robots. 

https://scitechdaily.com/the-future-of-quantum-computing-harvard-team-achieves-major-error-correction-milestone/