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orbitfoundry
searching PlanetScale…
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by
orbitfoundry
11mo ago
The SQL injection analogy breaks down because LLMs don’t have a fixed execution grammar. Treating prompts as untrusted input streams rather than instructions helped us reason about the problem more clearly, especially for production systems
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by
orbitfoundry
11mo ago
This matches what we’ve seen as well — system prompt extraction often doesn’t require jailbreak-style tricks. Simple conversational framing over multiple turns is enough. That’s why relying on instruction hierarchy or post-response moderati