Edge AI
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AI News & Trends
Perplexity Brings High-Speed Local AI Inference to Apple Silicon Macs
Perplexity has open sourced Lily, a local inference engine built for Qwen3.6-35B-A3B on Apple silicon. The project is written in…
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AI Agents & Automation
Your Home Network Just Became an AI Compute Grid
Your computer may no longer need to handle every AI request alone. NVIDIA and Perplexity have announced tools that split…
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Hardware & Semiconductors
Acer’s Compact RTX Spark Desktop Brings Agentic AI On Device
Acer has built a small desktop for local AI agents. On September 2, 2026, the company introduced the Acer SFF…
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Consumer Technology
Perplexity Brings Local AI and Privacy Controls to Mac
Perplexity is putting part of its AI on the Mac. On September 1, 2026, the company introduced Hybrid Compute for…
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AI Agents & Automation
AI Inference Moves From Data Centers Into Everyday Devices
Inference is where AI meets production. A trained model receives new inputs and computes predictions, generated tokens, actions, or representations.…
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AI News & Trends
NVIDIA’s New AI Alliance Spans Chips, Clouds, Cars, and Robots
NVIDIA is expanding its AI empire in every direction. The company announced a broader partnership with MediaTek, full production for…
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Large Language Models
Why Quantization Makes Giant Language Models Fit at Home
The model fits nowhere. A team can fine-tune a model for three weeks, get the evaluation numbers it wanted, and…
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Large Language Models
The Memory Math Behind Smaller Local Language Models
Big models hit the wall at deployment. A team can fine-tune a model for three weeks, get the evaluation numbers…
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Robotics & Autonomous Systems
NVIDIA’s Next Small Robotics Computer Packs a Major Edge AI Leap
NVIDIA is pushing more AI power into a smaller robotics package. On Aug. 25, 2026, at 11:00 AM, the company…
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AI in Business & Enterprise
How Neat Is Bringing AI Closer to the Meeting Room
Javed Khan became CEO of Neat in March 2026, taking charge of an Oslo-based technology company focused on intelligent video…
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