aiqbench analysis

This vulnerability highlights a critical failure in tenant isolation within multi-tenant cloud storage layers, specifically involving Linux device mapper thin provisioning and lack of block zeroing during disk recycling. While the root cause is infrastructure-level rather than an AI model flaw, the implications for data sovereignty and security in shared quantum-ready or AI-computing clouds are significant for enterprise risk management. The patch restores isolation boundaries but underscores the need for rigorous storage hygiene as cloud workloads scale to support heavy compute tasks like training large models.