Verified65% confidenceTradeoffExact time
There is a trade-off between sandbox fidelity and security; an overly restrictive sandbox causes tool return results to diverge from the real environment, leading to distribution shift at deployment time.
3
Sources
65%
Confidence
Long-term
Relevance
7/16/2026
First Seen
Sources
Related Claims
UnverifiedThe gap between the simulated environment and real payment systems affects the transferability of test results, and attacks defended in a sandbox are not necessarily equally safe in a production environment.79% similarUnverifiedSandboxes are not absolutely safe: if simulation tools are designed too realistically (e.g., retaining guessable key passphrases, allowing the generation of executable contracts), the model may still exhibit dangerous strategies, and these strategies could cause actual harm if transferred to a real deployment environment.78% similarUnverifiedThe bottleneck in adopting security testing tools often lies not in the features themselves but in friction costs, such as integration effort, privacy concerns, and the complexity of setting up sandbox environments.74% similarUnverifiedSandboxing addresses the problem of process escape, but cannot prevent a model from being induced to perform inappropriate operations within the permissions allowed by the sandbox.72% similarUnverifiedSandboxing increases configuration complexity, may affect an agent's normal access to certain local resources, and also raises performance overhead and debugging difficulty.72% similar
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