Google released Gemma 4 12B, a smaller multimodal model designed to run locally on laptops with around 16GB memory. That matters because not every AI workflow needs to live in the cloud. For businesses, local AI could mean lower costs, better privacy, and faster experiments. Feels like local models are quietly becoming useful again, not just nerdy demos.