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When LLMs Leak Their Thoughts: Gemma 4 in Production
Gemma 4 실전 배포: 모델의 추론 과정이 노출되는 문제를 해결하다
Why it matters
Deploying advanced LLMs like Gemma 4 reveals unexpected production challenges invisible in standard testing. The chain-of-thought leakage issue—where models inadvertently expose their reasoning steps—demonstrates that even well-engineered systems require custom solutions to meet real-world user experience standards. This highlights the critical gap between benchmark performance and actual production requirements for on-device AI applications.
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Gemma 4chain-of-thought leakageon-device inferenceresponse filteringproduction deployment