The #LinkedIn “flan recipe” incident illustrates structural prompt-injection failure: untrusted profile text was concatenated into the model’s #ContextWindow, overriding prior instructions. This reveals how #stateless #EmbeddingProtocols lack isolation between data inputs and control channels. #LLMs