CTHA: A Revolutionary Architecture for Stable, Scalable Multi-Agent LLM Systems
Analysis
Key Takeaways
“Empirical experiments demonstrate that CTHA is effective for complex task execution at scale, offering 47% reduction in failure cascades, 2.3x improvement in sample efficiency, and superior scalability compared to unconstrained hierarchical baselines.”