In align with Alan Trefler view on inference cost of reasoning models industry is embracing SLM’s especially in domain specific AI’s . Agentic AI has changed the thought process of choosing Language Models. This will have a ripple effect in terms of budget allocations. Leadership want SLM’s to run on their edge devices ( mobiles or laptops or onpremise ) . There will be change in traffic between enterprise applications , agentic framework, cloud systems and devices.