Tagged "edge-ai-optimization"
8 articles tagged edge-ai-optimization, 28 February 2026 to 13 July 2026. Newest first.
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DeepX Expands APAC Footprint Through Distribution Agreement with Avnet
DeepX, a specialist in edge AI and local inference optimization, has expanded its reach in Asia-Pacific through a partnership with global technology distributor Avnet, increasing accessibility of edge AI solutions.
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Meet EAGLE 3.1: The Speculative Decoding Algorithm That Fixes Attention Drift in LLM Inference
EAGLE 3.1 introduces an improved speculative decoding approach that addresses attention drift, significantly improving inference speed and efficiency for local LLM deployment.
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The Time Bomb Went Off: AI's All-You-Can-Eat Era Just Ended in Real Time
Cloud API pricing models are shifting away from subsidized unlimited access, making local LLM deployment increasingly economical. Market analysis of how API cost changes drive adoption of on-device inference.
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Seed3D 2.0
ByteDance releases Seed3D 2.0, advancing generative 3D capabilities that could enhance multimodal local LLM deployments with improved spatial understanding and generation.
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Gemma 4 Just Replaced My Whole Local LLM Stack
Google's Gemma 4 model is making waves in the local LLM community as developers report it outperforms their existing local inference setups. The model appears to offer significant improvements in capability-to-size ratio, making it an attractive option for on-device deployment.
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Google's Gemma 4 Brings Free Agentic AI to Your Phone With Zero Data Leaving the Device
Google releases Gemma 4, enabling agentic AI capabilities directly on mobile devices while maintaining complete privacy through on-device processing. This advancement demonstrates practical agentic workflows running entirely locally without cloud dependencies.
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Google AI Edge Gallery Tops App Store Charts with On-Device Gemma 4
Google's AI Edge Gallery app has entered the App Store top 10, demonstrating mainstream adoption of on-device Gemma 4 models. The app enables users to run Google's latest locally-optimized LLM directly on their devices.
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Meta Reveals AI-Packed Smartwatch In 2026 – Why Wearables Shift Now
Meta's 2026 smartwatch announcement signals the industry's push toward on-device AI in wearable devices, creating new hardware constraints and opportunities for edge model optimization.