Shared inference infrastructure risks

Online AI platforms often serve many customers from the same inference infrastructure, and this cluster is about the resulting risks. Poor tenant isolation can leak one customer's data to another, and manipulated usage counters can inflate billing or drain an account's quota. For a leader, it's about securing and metering a shared, high-value service.