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Gemma 4’s Free Update: 3x Faster Local AI + How to Run It in an Agent OS
This episode covers Google’s new free Gemma 4 update for running a powerful local model that can build websites, apps, and games, and explains what changed and how to use it. The update adds MTP drafters so the model can draft words ahead of time, making it up to three times faster, including when run through Ollama on a Mac. The script contrasts local models with cloud APIs, emphasizing privacy, offline use, no token meter or rate limits, and the ability to run on-device (e.g., 12B at about 7–8GB). It notes benchmark gains, including Gemma 4 31B improving on AIME from 20.8% to 89%, and shows how Gemma 4 is wired into an Agent OS to save builds and work alongside other agents to reduce token usage.
00:00 Gemma 4 Update Intro
00:26 Demos Websites Apps Games
00:54 Agent OS Local Brain
01:22 What Changed MTP Speed
02:24 Why Local Beats Cloud
03:48 Limitless Local Machine Setup
04:50 Agent OS Benefits And Workflow
05:38 Easy Install Common Objections
06:46 Community And Training Offer
07:16 Recap And Next Steps
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