Local AI
Focused local ai articles with clear context, practical examples, source links where needed, and honest limits.
2 articles in this section.
DiffusionGemma explained: when faster text generation changes application design
Google describes DiffusionGemma as a faster text-generation approach in its developer AI updates. Benchmark quality at the latency target your product needs and design graceful fallback for weak outputs.
Run Gemma 4 12B locally on a 16GB laptop: realistic expectations
Google says Gemma 4 12B can run locally with 16GB of memory and combines vision and native voice capabilities. Test quantization, sustained memory use, first-token latency, and your exact workload before committing.