Resilience Debt: Why AI Recovery Is More Than a Model
Dell, Thursday, September 24th, 2026
Dell says AI recovery must protect the full dependency set, not just model weights, to be proven resilient.
This Dell blog post examines why recovering an AI system extends beyond simply restoring the model.
The author argues organizations must protect the entire 'recovery dependency set,' including model weights, training data, vector indexes, prompts, and configurations, because restoring these elements independently doesn't guarantee the system behaves as expected.
The piece emphasizes that only an actual restore test demonstrates true recoverability, not a paper assessment.