Allstate and IBM Deploy Hybrid Quantum-Classical Workflows to Optimize Insurance Risk Portfolios

Insurance provider Allstate and technology developer IBM have demonstrated that quantum computing can optimize risk portfolios and resolve severe computational challenges within the underwriting sector. Published as a pre-print in mid-2026, the joint investigation addresses the chance-constrained knapsack problem, an notoriously difficult class of combinatorial optimization tasks in computer science. The operational objective mirrors the […]

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