frontier models
The Agent Team Found Which Messages Mattered
E2-Explainer masks communication edges to identify compact subgraphs that preserve a multi-agent result.
Summary
E2-Explainer masks communication edges to identify compact subgraphs that preserve a multi-agent result.
A Granger-style objective scores how removing each channel changes task outcome and answer stability, then distills those effects into a faster explainer. Reported reasoning and coding tests retained competitive performance while pruning redundant communication.
Why it matters
E2-Explainer masks communication edges to identify compact subgraphs that preserve a multi-agent result.
Limits and context
No additional limitation was separately recorded.
Key claims
E2-Explainer masks communication edges to identify compact subgraphs that preserve a multi-agent result.
Evidence: source-2026-08-15-020
Sources
- arXiv preprint 2608.12921arXiv · primary research
Corrections
No corrections have been recorded for this story.