Morning Edition · Wednesday, October 7, 2026Published at 2:04 AM EDT · New York
Modular encoders let developers load only the text-and-code block, which Google says runs in about 191 megabytes of memory on a Pixel 11 Pro, and the context window grows to 8,000 tokens.

Google on October 6 released EmbeddingGemma 2, an open embedding model that maps text, code, images, video and audio into one vector space. The model has 740 million parameters in total and ships under the Apache 2.0 license on Hugging Face…
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AI Inference Shifts to Consumer Devices
Over the next 3-6 months, smaller efficient architectures and inference-cost optimizations push capable AI off the cloud and onto laptops, phones, and mobile NPUs.
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