Tag: Small Language Models

Sep 16
Small Specialized Models vs. Giant Frontier LLMs for Autonomous Agents

During the initial expansion of autonomous agent frameworks, software engineering teams standardized on a monolithic implementation pattern: every operation, regardless of its computational intensity or operational scope, was routed directly to the largest frontier Large Language Model available. Under this uniform design, multi-agent systems routinely dispatched trillion-parameter cloud models to perform trivial tasks like formatting […]