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Google unveils DiffusionGemma, an AI model that breaks free of left-to-right processing

Extremely powerful large language models (LLMs) still operate as though they’re typing on a keyboard, processing workloads in a simple left-to-right fashion. But in locally-run, single-user scenarios, this sequential processing can leave graphics processing units (GPUs) and tensor processing units (TPUs) underutilized. Google is betting that DiffusionGemma can get around this bottleneck. The new experimental…

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Researchers Achieve 16x Compression Breakthrough to Challenge Bigger AI Context Windows

The AI industry has spent the past few years trying to give models access to more information. But bigger context windows come at a cost, requiring more memory, more compute and more infrastructure.  For organizations building long-running AI systems and agents, managing context is becoming a challenge in its own right. A new research paper…

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