Unverified50% confidenceOpinionExact time
Steering Agent judges drift by observing the execution context rather than the internal parameters of the executor, and therefore has a certain degree of model agnosticism.
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50%
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Long-term
Relevance
10/16/2026
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Related Claims
UnverifiedThe training objective of Steering Agent is not to replace the original executor but to supervise it from the side, keeping the original system architecture unchanged.77% similarUnverifiedThe supervisory capability learned by Steering Agent can generalize across tasks and transfer to out-of-domain tasks.73% similarUnverifiedThe paper proposes a supervisory agent called Steering Agent, which observes the execution context in real time, judges whether goal drift has occurred, and decides whether to intervene.72% similarUnverifiedThe Agentic loop means the model decides its next action each round based on the current context, the control flow is produced by the model, and the path is unpredictable; Agenthof governs by constraining the door of each call rather than constraining the model's thinking.70% similarUnverifiedAuthorization rules should be enforced at externalized policy enforcement points (such as tool gateways) rather than embedded inside Agents, because Agents themselves are non-deterministic executors.70% similar
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