On-Device runs directly on the hardware itself and is built for offline inference on constrained compute. This is best suited to use cases that require offline inference, such as automotive manufacturers embedding voice into vehicles or wearables.
TECHNOLOGY
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SF and Texas AI Ecosystems: Scale Intelligence and Future Industries
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They are in synchronicity, as the SF ecosystem still powers the AI labs and the venture. ‘American Shenzhen’ IE, Texas, provides the foundation to scale Intelligence, and to build for the Industries of the future (space, fabs etc.) Although, if CA proceeds with wealth tax etc,
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MIT Researchers Cut AI Model Training Costs With CompreSSM
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Training a large AI model is expensive, but MIT CSAIL researchers have helped develop a new approach that cuts compute costs. Using control theory, "CompreSSM" compresses models during training, shedding complexity. It makes models leaner & faster: https://
bit.ly/4sU2Sjc -
NEXFORM’s Hybrid Humanoid Robot for Movement and Lifting
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Meet NEXFORM’s Hybrid Humanoid Built to Move and Lift
— Ronald van Loon (@Ronald_vanLoon) 9 avril 2026
by @CyberRobooo#Robotics #AI #EmergingTech #Innovation #Technology pic.twitter.com/YObNluLVuvMeet NEXFORM’s Hybrid Humanoid Built to Move and Lift by @CyberRobooo #Robotics #AI #EmergingTech #Innovation #Technology
→ View original post on X — @ronald_vanloon, 2026-04-09 15:58 UTC
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AI agent autonomously probes its own multi-GPU setup and stats
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running Qwen3.5 397B MoE (17B active/token)
— Ahmad (@TheAhmadOsman) 9 avril 2026
on 4x DGX Sparks in FP8 (~400GB)
> OpenCode driving
> agent exploring its own config
> probing all 4 Sparks (via ssh) + reporting thermals
> inspecting how vLLM is serving it
> collecting + analyzing its own stats
local AI is awesome https://t.co/KU9u30GgXk pic.twitter.com/yPWSbSKto8running Qwen3.5 397B MoE (17B active/token) on 4x DGX Sparks in FP8 (~400GB) > OpenCode driving
> agent exploring its own config
> probing all 4 Sparks (via ssh) + reporting thermals
> inspecting how vLLM is serving it
> collecting + analyzing its own stats local AI is awesome -
China’s Rapid Advancement in Humanoid Robot Technology
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This is how fast tech in China moves! https://
youtu.be/QrlYCZ1EMzU?si
=48J8YfmhttWkM2lz
… via @YouTube #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves @Nicochan33 -
JavaScript Runtime Developer and Video Codec Specialist
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Jarred Summer… JS runtimes by day. Handcrafted video codec assembler by night
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Building Production Apps with Databricks and Cursor AI
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Developers want to write code, not spend time provisioning databases. In this webinar, experts from Databricks and @cursor_ai build and deploy a production-ready app using modern frameworks, serverless Postgres, and built-in governance. You’ll see how to build from scratch,
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Cybersecurity Warning: AI Mythos Reality Check
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My considered opinion is that The Mythos stuff was mostly a myth. Take it as a serious warning sign that we need to get our act together with respect to cybersecurity. But don’t take the details seriously.
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Robotics Roundup: Androids, AI Funding, and Mach 5 Drones
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Top stories in robotics today: – Clone Robotics unveils $20K android roadmap
– GEN-1 bot folds boxes, fixes vacs, and rarely misses
– Hermeus nabs $350M for Mach 5 unmanned aircraft
– VC Eclipse raises $1.3B to wire AI into robots
– Quick hits on other robotics news