🔬 Edge-Capable LLM Ecosystem Evolution

The AI landscape is undergoing a significant strategic shift from large, centralized, general-purpose models (LLMs) to an ecosystem of smaller, decentralized, specialized models (SLMs) operating at the network edge. This transition is driven by economic viability, performance requirements (low latency), privacy and security concerns, and the need for greater personalization. The future of AI architecture is a hybrid cloud-edge model, where foundational models are trained in the cloud and then...