Week 18 · lab

Lab — Assemble the AI System Defense

Open the AI System Defense Lab.

Choose an input type, deployment placement, and human-control state. Then inject each incident:

  • input drift;
  • low confidence;
  • network loss;
  • sensor outlier.

For each incident, compare the simulator's suggested response with the architecture you would actually defend.

If network loss breaks a cloud-only path, a bounded conclusion is:

The simulated cloud dependency became unavailable and the defined response stopped cloud-dependent inference. This demonstrates the chosen failure rule in the simulator; it does not prove a real hosted service, network, or device will fail identically.

Build your defense table

For every test, capture:

TestEvidenceSafeguard/fallbackRetestRemaining limitation
normal
boundary
failure
recovery

The table is more important than a dramatic demo. It forces the system story to stay attached to evidence.