Google DeepMind is funding research into the dangers of millions of autonomous AI agents interacting online without human oversight. Director Rohin Shah warns that these systems may follow instructions from other agents, creating unpredictable chain reactions. This study focuses on alignment failures. Practitioners must now account for emergent behaviors in multi-agent ecosystems.