Findings

From 53% to 90%: How an Auto-Healing Swarm Learned to Defend Itself

Four iterations of adversarial wargames — model swaps, Vanguard prompt injection, and an auto-healing immune system that patches the swarm mid-run.

research auto-healing adversarial-AI vanguard defense findings