Beyond Brute Force: Scaling LLM Performance with Architectural Efficiency

Relying solely on massive models leads to unsustainable latency and costs in real-time AI applications. Adopting strategies like smart routing and dynamic batching is crucial for CTOs to maintain model intelligence while ensuring a responsive, production-ready user experience.