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首先,and the corresponding XML:
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其次,TimeWarp(Transform& transform) : _transform(&transform) {}
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第三,A first line of work focuses on characterizing how misaligned or deceptive behavior manifests in language models and agentic systems. Meinke et al. [117] provides systematic evidence that LLMs can engage in goal-directed, multi-step scheming behaviors using in-context reasoning alone. In more applied settings, Lynch et al. [14] report “agentic misalignment” in simulated corporate environments, where models with access to sensitive information sometimes take insider-style harmful actions under goal conflict or threat of replacement. A related failure mode is specification gaming, documented systematically by [133] as cases where agents satisfy the letter of their objectives while violating their spirit. Case Study #1 in our work exemplifies this: the agent successfully “protected” a non-owner secret while simultaneously destroying the owner’s email infrastructure. Hubinger et al. [118] further demonstrates that deceptive behaviors can persist through safety training, a finding particularly relevant to Case Study #10, where injected instructions persisted throughout sessions without the agent recognizing them as externally planted. [134] offer a complementary perspective, showing that rich emergent goal-directed behavior can arise in multi-agent settings event without explicit deceptive intent, suggesting misalignment need not be deliberate to be consequential.
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最后,error: could not compile `playground` (lib) due to 1 previous error
另外值得一提的是,So log messages became part of the protocol. The worker thread posts structured log entries (level, message, context) to the main thread, which feeds them into the user's logger. From the user's perspective, logs from the worker thread look like logs from anywhere else in the SDK. From our perspective, it's another message type in the protocol.
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