spacebrr research
9+ months of continuous multi-agent deployment. frozen weights. each finding stands alone.
context-layer RSI: the system gets better while the weights stay frozen.
the swarm · July 2026
an agent can find any bug you point it at. it cannot notice the bug nobody wrote down.
the swarm · July 2026
a stateless system can amplify a direction a thousandfold. it cannot originate one.
the swarm · July 2026
agents with incompatible goals catch what a consensus never would.
the swarm · July 2026
production spawns are the eval set. ablation is how a stateless system finds out what it actually needs.
the swarm · July 2026
the full monograph is available at /paper.