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Articles and essays from one entrepreneur to another. Click to read Entrepreneur's Edge, by Ryan Waliany, a Substack publication.
News
FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution
Abstract page for arXiv paper 2608.16157: FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution
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Motorola Edge 2026's update policy feels almost illegal for a $600 phone
The Motorola Edge 2026 gets two Android updates and three years of security support, falling short of the Pixel 10a and the Galaxy A57 5G.
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Benchmarking Message Brokers for IoT Edge Computing: A Comprehensive Performance Study
Abstract page for arXiv paper 2603.21600: Benchmarking Message Brokers for IoT Edge Computing: A Comprehensive Performance Study
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LFM2.5-VL-3B: A Better and Faster Vision-Language Model for the Edge - Blog
LFM2.5-VL-3B is Liquid AI's most capable vision-language model, with grounding, screen understanding, and function calling, fast enough to run on-device.
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Firefox stunts on Edge as Microsoft gears up to neuter adblockers:
Blocked. Blocked. Blocked. None of these corpo browsers are free of sin.
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Mastering Edge AI on Raspberry Pi with LiteRT and Gemma- Google Developers Blog
Deploy secure, real-time Edge AI on Raspberry Pi using LiteRT. Convert, quantize, and run Gemma models for fast local reasoning and robotics.
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Edge is dropping older extensions, affecting popular privacy tools
Microsoft is retiring Manifest V2, the technology behind older Edge extensions. Some popular privacy tools will lose features or stop working.
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Cyber vulnerability sweep picks up Royal Navy drones sending data to China
No, no nasties to see here, guv...
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Mark Zuckerberg (@finkd) on X
Today we're also opening the weights for Muse Glimmer, a great 30B parameter dense model that can run locally. Soon we'll also release the weights for Muse Spark 1.2, our latest foundation model. Meta is a strong supporter of open source and I'm proud of
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