LLDF Lab: Workflow Automation Simulation

Setup → Benign Test → Attack Attempt (safe) → Actual Results → Expected if Exploit Succeeds → Observables → P/D/R

Model Setup: Disable Memory & Retrieval

Model Family

Memory: Ensure OFF

Retrieval: Ensure OFF

Steps to disable Memory & Retrieval

Start a new session (no prior messages).
Add a system instruction: “Operate with Memory OFF; do not use stored or prior-session information.”
Ensure tools/retrieval integrations are disabled or removed from the runtime.
Confirm: run a benign prompt and verify there’s no prior-session recall.

Tip: In APIs, simulate “Memory OFF / Retrieval OFF” by starting each run with only the current messages and excluding tools, files, or retrieval connectors.

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