In the channel-blind synthetic superposition task, baseline error rises rapidly with feature load, off-by-one abstention does not help, and only the value-slot norm gate recovers the trained oracle; when routing can see content, routing focuses on relevant items, baseline and oracle coincide, and the gate has no advantage. · CiteArk
Not assessedPlan blockedFindingc-toy-superposition
In the channel-blind synthetic superposition task, baseline error rises rapidly with feature load, off-by-one abstention does not help, and only the value-slot norm gate recovers the trained oracle; when routing can see content, routing focuses on relevant items, baseline and oracle coincide, and the gate has no advantage.
Source: fixed-paper:PDF p. 15, Appendix E and Figure 3
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