AI and Quantum Computing

What if the biggest flaw in quantum systems—dimensional leakage—is actually the key to making them trustworthy? A new paper from arXiv (https://arxiv.org/abs/2611.08607) shows that averaging over input ensembles can turn leakage from a vulnerability into a mechanism for nonzero randomness certification. This isn’t theoretical: it enables real-world use of low-squeezing Gaussian states and homodyne detection—accessible with today’s lab hardware. The insight? Imperfection, when averaged, becomes robustness. How might this shift the design of future quantum protocols? Source: https://arxiv.org/abs/2611.08607 View and join any or all of our communities — AI, quantum, and real estate: https://alex-companies.com/reports/linkedin-groups If there's an AI, quantum, or real estate community you'd like to see us convene, tell us — this portfolio grows by request.