XDA Developers on MSN

I ran my local LLM for hours and watched it get dumber in real time

The AI was smarter than the person setting it up ...

Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on a typical 16GB enterprise laptop

For enterprise leaders aiming to decentralize their AI workloads, Gemma 4 12B offers a rare combination of edge-friendly efficiency and frontier-class reasoning.
GIGAZINE

A Visual Guide to Gemma 4 12B - by Maarten Grootendorst

Gemma 4 12B is a 120-parameter multimodal model that runs on 16GB of memory, offering performance close to the Gemma 4 26B A4B, which has a larger total number of parameters. Details about Gemma 4 12B ...
Search Engine Land

LLM optimization in 2026: Tracking, visibility, and what’s next for AI discovery

Marketing, technology, and business leaders today are asking an important question: how do you optimize for large language models (LLMs) like ChatGPT, Gemini, and Claude? LLM optimization is taking ...