Unverified50% confidenceDecision RuleExact time
Sending-type actions are irreversible and carry agency responsibility; once sent, they represent the organization's formal external commitment, and the cost of an error is far higher than at the draft stage; therefore reversible operations and irreversible operations should be classified separately, with the latter always having a confirmation gate.
1
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50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedFor sensitive content involving foreign-facing email replies, compensation calculations, and contract modifications, AI is only responsible for generating the content and cannot perform 100% review and confirmation; a second manual review by a salesperson or legal counsel is still required.69% similarUnverifiedIrreversible operations refer to operations that once executed cannot be simply undone, or whose undoing cost is extremely high, such as sending emails externally, submitting forms, executing payments, and deleting data.68% similarUnverifiedDecomposing permissions to the level of specific actions (e.g., separately confirming permission to accept an offer versus permission to disclose personal private information) is superior to coarse-grained master-switch authorization.67% similarUnverifiedWhen letting the model send email on its own, any summary deviation or misjudged tone goes straight into the customer's inbox and is hard to retract afterwards; the safer approach is to have the assistant always leave the prepared reply in draft state, with a human deciding whether to adopt and send it.67% similar
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