Guruprasath Sankaran

Small Language Models and Spec-Driven Development for High-Accuracy Agentic AI Systems

A hybrid architecture in which a lightweight dispatcher takes in structured tasks, which are routed to specialist LoRA fine-tuned SLMs, suggesting that specialized SLMs with explicit specifications and selective LLM fallback are a practical, scalable, and low-energy foundation for next-gen high-accuracy agentic AI systems.