Quantum computing promises to solve problems that are impossible for classical computers. Instead of bits that can only be 0 or 1, quantum machines use qubits, which can exist in multiple states at once. This greatly increases computational power but also introduces major challenges: qubits are unstable and prone to errors.
Among the various platforms under development, Rydberg atom arrays stand out for their potential. In these systems, individual atoms are trapped using beams of light called optical tweezers. This technique offers high precision, allows flexible connections between atoms, and can be scaled up to very large systems. Thanks to these features, key steps toward quantum computing have already been demonstrated, including error correction and the simulation of complex physical phenomena.
A significant obstacle arises when loading atoms into the system: many positions in the array remain empty. To make full use of the system, the atoms must be rearranged to form a defect-free array. Traditional methods move atoms one by one, which is far too slow for systems containing thousands of particles.
The solution proposed by the cited research team combines artificial intelligence (AI) with a spatial light modulator (SLM). This device can modify a laser beam in real time and, guided by AI, shift all atoms in parallel toward their final positions. The process is divided into very small steps to minimize losses and errors.
Here is how it works: first, rubidium atoms are randomly loaded. A camera records their distribution, and a neural network identifies which sites are occupied. Then, the AI calculates the optimal route for each atom to move. Finally, the SLM generates light holograms that simultaneously guide all the atoms into their target positions, forming the desired array.
Using this technique, researchers succeeded in building the largest defect-free array ever reported: 2,024 perfectly ordered atoms. The paper shows a video of the famous Schroedinger cat made with atoms. This achievement brings us closer to more powerful quantum computers and opens the door to simulations of physical systems that are impossible to study with current technologies.
For further information and the Schroedinger Cat Video, see Phys. Rev. Letters