A call-by-value lambda calculus with LLM generation and dynamic labels is shown to satisfy termination-insensitive noninterference on a restricted fragment, with a supposedly Lean-verified interpreter.
Termination insensitive noninterference leaks more than just a bit,
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The LLMbda Calculus: AI Agents, Conversations, and Information Flow
A call-by-value lambda calculus with LLM generation and dynamic labels is shown to satisfy termination-insensitive noninterference on a restricted fragment, with a supposedly Lean-verified interpreter.