ELI5: Explain Like I'm 5

QIP (complexity)

QIP or Quantum Interactive Polynomial time is like a game between two people, Alice and Bob. Alice and Bob are very good at solving puzzles in computers, but they also know a little bit about quantum physics. When they play the game, Alice gives Bob a puzzle to solve. But the puzzle may have some hidden information that Bob can only get if he uses quantum physics. Alice and Bob can talk to each other to help solve the puzzle, and they can also use quantum physics to solve some parts of the puzzle faster.

Now, imagine that Alice and Bob are computers (or rather, quantum computers), and they're playing this game with very complex puzzles. They're not just trying to solve one puzzle, but a whole bunch of them, one after the other. And they're not just playing against each other for fun, but to solve real-life problems like how to create new medicines or how to design better computer algorithms.

QIP measures how good Alice and Bob are at playing this game. It basically tells us how fast they can solve all the puzzles together using both their computer skills and their knowledge of quantum physics. The faster they can solve the puzzles, the better they are at QIP.

But even though Alice and Bob are really good at QIP, there are still some puzzles that they just can't solve. These puzzles are too hard, even for quantum computers. So, we use QIP to figure out which puzzles are solvable and which ones are not. This helps us design better algorithms and find new solutions to problems that we couldn't solve with classical computers.