aiqbench analysis

Xanadu reports a further halving of QROM's Toffoli and qubit costs via dense encoding, which packs two bits into each dirty qubit, for a claimed four-fold reduction in compute needs against legacy approaches. These are company claims, not independently verified results, so readers should watch for peer review and benchmarks on realistic hardware. Still, data loading is a common bottleneck in near-term quantum applications, so reducing its cost could matter for feasibility.