Quantum computers are expected to play a crucial role in Machine Learning (ML) and AI. But qubit counts and more-sophisticated algorithms alone will not deliver quantum advantage. Toolkits and a unified experience are needed to bring it to the masses.
By Mark Simmonds
Think of Quantum computing as a new kind of computing, using the same physical rules that atoms follow in order to manipulate information. At this fundamental level, quantum computers execute quantum circuits—like a computer's logical circuits but now using the physical phenomena of superposition, entanglement, and interference to implement mathematical calculations out of the reach of even the most advanced supercomputers.