SMRTR AIMay 20, 2026Daily.dev

Build a Socratic Study Buddy with Gemma 4: A Beginner’s Guide to Running AI Locally

SMRTR summary

A new breed of AI tutor is running entirely on your laptop, and it refuses to just give you the answer.

Google DeepMind's Gemma 4 is what researchers call a "Thinking Model," one that works through logical steps internally before responding, making it far better suited for teaching than typical AI tools. A developer has now paired it with a local web interface to build what's called a Socratic Study Buddy, a tool designed to guide students toward understanding rather than simply handing over solutions.

The setup runs completely offline, meaning your questions, your struggles, your learning process, none of it leaves your machine or feeds a corporate database.

When asked about recursion in coding, the model doesn't just explain it. It strategizes first, then responds with a question of its own, nudging the student to discover the concept independently.

The entire project is open-source, and the privacy trade-off is real: without cloud oversight, the responsibility for safety and accuracy falls squarely on the user.

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