The paper identifies four boundaries at which black-box tool invocation alone is argued to be insufficient for a general guarantee: ambiguous outcomes, irreversible non-commuting effects without mediation, open-world reactions, and atomic release of multiple irreversible effects across tools.

The paper identifies four boundaries at which black-box tool invocation alone is argued to be insufficient for a general guarantee: ambiguous outcomes, irreversible non-commuting effects without mediation, open-world reactions, and atomic release of multiple irreversible effects across tools. · CiteArk

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0 supported0 disputed or conflicting1 not assessed

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Metric and conditions	Reported	Latest observation	Evidence judgment
	4 boundaries	—	Not assessed

The paper identifies four boundaries at which black-box tool invocation alone is argued to be insufficient for a general guarantee: ambiguous outcomes, irreversible non-commuting effects without mediation, open-world reactions, and atomic release of multiple irreversible effects across tools.

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Measurement results