Neural Nexus: Networks Teaching Themselves New Skills

From curriculum learning to self‑play and tool‑use, modern systems assemble skills from simpler building blocks—often without human micromanagement.

• Self‑generated curricula improve sample efficiency
• Agent swarms: ensembles that specialize then share
• Transfer learning: reusing features across tasks
• Limits: distribution shift and fragile generalization