Memory Acquisition, Billing Agents, and the Multi-Agent Tax

Google DeepMind: The Overhead of Multi-Agent Routing

The paper quantifies the performance tax of orchestrating multiple smaller models versus a larger monolithic one. For builders, it forces a hard look at whether the latency and cost of multi-agent routing is actually worth the marginal capability gains.