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Agent Evaluation Oscillation Between Benchmark Overfitting and Production Drift : Safety Boundaries Against Prompt Injection and Tool Abuse
PythonpytestpgvectorOpenAI API
Problem Breakdown
The security defect is that agent permission checks validate actions in isolation while attacks compose: injected instructions arrive through legitimate data channels and steer the agent to use its granted capabilities against the operator's interest. Teams optimize agents against static eval suites; the agent (via pro…
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