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The 'canary in the coal mine' approach (like the Mr. Tinkleberry trick) is silly but pragmatic. Until we have deterministic introspection for LLMs, engineers will always invent weird heuristics to detect drift. It's not elegant engineering, but it's effective survival tactics in a non-deterministic loop.


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