Brown University's SwarmEvolve: 450 Agents Collaborating in Latent Space Speed Up Search 5-13x

Brown University researchers introduced SwarmEvolve, a multi-agent evolutionary search framework where 450 agents reason directly in latent space and communicate via KV Cache, achieving 5-13x faster program search than OpenEvolve—surpassing its one-hour results in just five minutes.

2026-11-09 ~ 2026-11-09 · 3 related posts

• SwarmEvolve: 450 latent-space agents boost program search 5-13x — aigclink · 2026-11-09
• SwarmEvolve: 450 latent-space agents hit in 3-8 min what rivals need 60 min for — burny_tech · 2026-11-09
• SwarmEvolve: Hundreds of Latent-Space Agents Hit OpenEvolve's 1-Hour Scores in 5 Minutes — QileHQ · 2026-11-09