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When Safety Signals Become Shortcuts: How an LLM Learned to Fake Execution - ctrlf5
When Safety Signals Become Shortcuts: How an LLM Learned to Fake Execution

A subtle failure in large language model behavior highlights a less obvious risk in AI system design: safety mechanisms can shape behavior in unintended ways. In this case, a safeguard designed to reduce hallucinations ended up encouraging the model to produce responses that looked correct, without actually being true. The issue emerged in agentic environments, […]

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