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This week's humanoid demos: what they actually proved
Another week, another wave of slick humanoid videos and confident timelines. We watched them frame by frame and asked the only question that matters: what's genuinely new here, and what's the same staged demo in a fresh outfit?
6 min read
On-device AI vs. the cloud in home robots
Every robot now claims to be "AI-powered" — but where that AI actually runs changes everything: how private you are, how fast the robot reacts, and whether it still works when your internet goes down. Here's the difference in plain English.
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Lidar vs. vSLAM: how robot vacuums see your home
Two robots can carry the same suction motor and clean completely differently — because they navigate differently. Here's the plain-English difference between lidar and camera-based vSLAM, and which to pick.
6 min read🌍 From around the world

Nvidia’s AI Hardware Comes to Windows in RTX Spark PCs
At Computex 2026, an annual computer trade show held in Taipei, Taiwan, Nvidia made a long anticipated announcement—a version of the company’s Blackwell GB10 superchip for Windows PCs, called RTX Spark. Originally rumored to launch in 2025 , it was finally introduced at this…
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7 Ways New Engineers Can Flourish in the Age of AI
New graduates’ careers are unfolding in an era when AI is not optional. The most successful engineers treat artificial intelligence as leverage, not competition. Here are seven tips to help keep young professionals in demand no matter how quickly the field’s tools evolve. 1.…
Read at sourceWhy Aren’t We Measuring How AI Affects Humans?
As AI systems become more capable, a lot of resources and effort are being put toward measuring their abilities. Researchers look at technical evaluation metrics, subject AIs to reasoning tests, track their throughput, and much more. But there’s one key metric that often gets…
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New Server Hopes to Break Through AI’s “Memory Wall”
Memory is arguably the most serious constraint on modern AI large language models (LLMs). According to one influential paper , LLM token generation is an inherently memory-bound task, meaning the rate at which models output text is limited by how quickly data can be read in from…
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Finding Success in Industry as a Chip Designer
I have been an application-specific IC (ASIC) designer for almost three decades. Over that time, I’ve moved through the full academic trajectory, from graduate student to full professor; later, I transitioned to industry after an unsuccessful stint at entrepreneurship. When I…
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South Africa Has AI Leverage. Its Draft Policy Leaves It Unused
This article is adapted by the author with permission from Tech Policy Press . Read the original article . South Africa is not just another developing country struggling to govern artificial intelligence; it is the exception with leverage, and the window to act on it is closing.…
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Thermal Cameras and AI Help Ships Steer Clear of Gray Whales
On a sunny Tuesday afternoon in May, San Francisco Bay is busy. Container ships the size of skyscrapers deliver their wares to the Port of Oakland, tankers bear fuel, and ferries carry tourists to their hikes and commuters to their jobs at AI startups. Looking down at this…
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Reclaiming Social Engineering for Good
“Social engineering” sounds like something out of a conspiracy thriller, charged with totalitarian control and fringe paranoia. More mundanely, it’s come to be associated with phishing and other scams, in which fraudsters manipulate people into disclosing personal information.…
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