Explicit safety responsibility assignment is necessary for effective runtime guarding: without explicit invocation, ordinary skill selection yields high ASR (0.400 ID, 0.582 OOD), whereas explicit invocation reduces ASR to 0.104 ID and 0.109 OOD while maintaining comparable benign utility (0.756 vs. 0.767).

Explicit safety responsibility assignment is necessary for effective runtime guarding: without explicit invocation, ordinary skill selection yields high ASR (0.400 ID, 0.582 OOD), whereas explicit invocation reduces ASR to 0.104 ID and 0.109 OOD while maintaining comparable benign utility (0.756 vs. 0.767). · CiteArk

Measurement results

0/6 assessed

0 supported0 disputed or conflicting6 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
split: id_test · configuration: No explicit invocation	0.4 fraction	—	Not assessed
split: ood_test · configuration: No explicit invocation	0.582 fraction	—	Not assessed
split: id_test · configuration: Explicit invocation	0.104 fraction	—	Not assessed
split: ood_test · configuration: Explicit invocation	0.109 fraction	—	Not assessed
configuration: No explicit invocation	0.756 score	—	Not assessed
configuration: Explicit invocation	0.767 score	—	Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results