Exploring Next
Exploring Next — Ep 458 w/ Justy & Cody — Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on a typical 16GB enterprise laptop
Justy and Cody debate whether Google's new Gemma 4 12B—an 11.95B-parameter model that runs locally on 16GB laptops with encoder-free multimodal processing—is a genuine breakthrough for edge AI or just a cleverly marketed niche tool. They clash on the practical trade-offs: Cody questions the real-world performance and fine-tuning complexity, while Justy highlights the enterprise use cases where offline, private inference is non-negotiable. They land on it being a specialized win for specific scenarios, not a universal replacement.