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Dual LLM & Capability Security (CaMeL)
Splits the agent into a privileged LLM that sees only trusted user instructions and plans control and data flow, and a quarantined LLM that processes untrusted content but can never influence control flow. A capability-tracking interpreter enforces explicit data-flow policies, so instructions injected into tool outputs can never trigger unauthorized actions. This is defense by design rather than probabilistic filtering.
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Dual LLM & Capability Security (CaMeL)
Splits the agent into a privileged LLM that sees only trusted user instructions and plans control and data flow, and a quarantined LLM that processes untrusted content but can never influence control flow. A capability-tracking interpreter enforces explicit data-flow policies, so instructions injected into tool outputs can never trigger unauthorized actions. This is defense by design rather than probabilistic filtering.
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