Action-conditioned trigger policies exhibit domain-dependent performance: on Retail with Qwen3-14B, triggering on Read (0.393) and Write (0.381) outperforms Respond (0.290), whereas on Airline with Qwen3-14B, the ordering inverts, with Respond achieving 0.372 while Read achieves 0.352 and Write achieves 0.340.

Action-conditioned trigger policies exhibit domain-dependent performance: on Retail with Qwen3-14B, triggering on Read (0.393) and Write (0.381) outperforms Respond (0.290), whereas on Airline with Qwen3-14B, the ordering inverts, with Respond achieving 0.372 while Read achieves 0.352 and Write achieves 0.340. · 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
model: Qwen3-14B · domain: Retail · trigger_action: Read	0.393 fraction	—	Not assessed
model: Qwen3-14B · domain: Retail · trigger_action: Write	0.381 fraction	—	Not assessed
model: Qwen3-14B · domain: Retail · trigger_action: Respond	0.29 fraction	—	Not assessed
model: Qwen3-14B · domain: Airline · trigger_action: Respond	0.372 fraction	—	Not assessed
model: Qwen3-14B · domain: Airline · trigger_action: Read	0.352 fraction	—	Not assessed
model: Qwen3-14B · domain: Airline · trigger_action: Write	0.34 fraction	—	Not assessed

Reported and observed measurements

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Measurement results