Limits RegistryPUBLIC RECORDLimits RegistryResearch Console →A k-layer local message-passing network depends only on each node's k-hop computation neighborhood.
The question, scope, and sources behind this Registry record.
Under the recorded graph learning model, establish radius <= k hops after k layers.
Current frontiers derived from accepted Claims.
Assertions tied to evidence, attribution, and review.
The frontier as it changed over time.
Only accepted Claims matching the current specification contribute to the displayed bounds. Strict inequalities remain open; contradictory Claims require editorial review.
No accepted machine-checked reproductions are recorded for this Limit.
Limits Registry. LR-003632. Message-passing receptive-field radius. 2026.