Running LLMs locally (Ollama + Gemma 4) changes how you design AI systems — from “what can the model do?” to “what can realistically run in the real world?” Local inference is becoming a key skill for builders, not just an option. #LLM #Ollama #Gemma4
Running large language models locally is becoming an essential skill for developers, shifting the focus from a model's capabilities to its practical deployment constraints. Tools like Ollama and models such as Gemma 4 enable developers to build and test AI applications without relying on external APIs. This approach democratizes AI development, allowing for more experimentation and integration into personal projects. AI
IMPACT Enables developers to build and test AI applications locally, reducing reliance on cloud APIs and fostering experimentation.