Nvidia just crossed Google as the biggest org on @huggingface with 3,881 team members on the hub. I'm officially calling it: Nvidia is the new American king of open-source AI!
AI
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Identity-Based Authorization Emerges as Key AI Security Solution
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btw emerging consensus is that identity-based authz for ai is the most important solution for security, esp if you want to break the binary decision between HITL-everything and —dangerously-skip-permissions keycard is the leading voice in this and now supports all koding agents
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Innovative Foot-Tilt Controlled Cart Assistant from China
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Foot-Tilt Controlled Cart Assistant from China
— Ronald van Loon (@Ronald_vanLoon) 19 mars 2026
by @RealXavier011
#Innovation #EmergingTech #Technology #Tech pic.twitter.com/KpDtmDZV59Foot-Tilt Controlled Cart Assistant from China
by @RealXavier011 #Innovation #EmergingTech #Technology #Tech -
LLM Performance Falls Apart on Unmemorizable Coding Benchmarks Due to Distribution Shift
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Pretty shocking result (that once again confirms what I wrote about the perils of distribution shift, 25 years ago):
— Gary Marcus (@GaryMarcus) 19 mars 2026
Translate coding benchmarks into languages LLMs can’t memorize and performance utterly falls apart. https://t.co/wu5fh57nLZPretty shocking result (that once again confirms what I wrote about the perils of distribution shift, 25 years ago): Translate coding benchmarks into languages LLMs can’t memorize and performance utterly falls apart.
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Anthropic Research: AI Use Impairs Conceptual Understanding, Code Reading, and Debugging
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“AI use impairs conceptual understanding, code reading, and debugging without delivering significant efficiency gains” — and that’s a quote from Anthropic’s own research!
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ORCA Dexterity Hand: Advanced Robotics Hardware Innovation
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More info @orcahand if you want to learn more, or even get one for yourself 🙂 orcahand.com/hardware P.S. I break down stories like this every day in my free newsletter. Keep up with the latest in AI/Robotics in 5 min a day: therundown.ai/subscribe
→ View original post on X — @rowancheung, 2026-03-19 16:12 UTC
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ETH Zurich’s Orca: Open-Source Robotic Hand Under $2,000
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This robotic hand can be 3D printed by anyone and assembled in under 8 hours.
— Rowan Cheung (@rowancheung) 19 mars 2026
Researchers at ETH Zurich created the Orca hand, fully open-sourced with artificial bones and tendons.
For context, advanced robotic hands cost over $100,000 and require constant maintenance…
Orca… pic.twitter.com/LEUkM8hVDyThis robotic hand can be 3D printed by anyone and assembled in under 8 hours. Researchers at ETH Zurich created the Orca hand, fully open-sourced with artificial bones and tendons. For context, advanced robotic hands cost over $100,000 and require constant maintenance… Orca costs under $2,000. 50x less (!) A self-calibration system maps every motor to every joint, eliminating the manual tuning that tendon-driven hands usually need. Each fingertip has built-in tactile sensors covered by silicone skin. The hand can actually feel when it touches something, giving it feedback to grip objects without crushing them or letting them slip. It can hold over 20 lbs, learn tasks by watching human demonstrations, and transfer skills trained in simulation directly to the real world. The team proved its durability by having it pick up and place a cube over 2,000 times across 7 hours with no human intervention. The full design files and source code are open source, so any robotics lab in the world can start building one today.
→ View original post on X — @rowancheung, 2026-03-19 16:12 UTC
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AI-powered spreadsheet with parallel agents and free tier
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The spreadsheet that never sleeps
— AI Breakfast (@AiBreakfast) 19 mars 2026
Each cell runs an agent.
Each row is part of a workflow.
Thousands of parallel researchers > one overworked analyst.
Free tier just dropped. The arms race begins. pic.twitter.com/5Q0r9kg538The spreadsheet that never sleeps Each cell runs an agent.
Each row is part of a workflow.
Thousands of parallel researchers > one overworked analyst. Free tier just dropped. The arms race begins. -
V7 Model Character Limits and Silent Prompt Cropping Issues
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V7 also has a character limit but it just crops your prompts silently. What kind of long prompts are you putting in there?
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MAI-Image-2 Image Generator Launches, Ranks #3 Top Models
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Our new image generator MAI-Image-2 is out! Available now on MAI Playground for everything from lifelike realism to detailed infographics. Our team has been pushing immensely hard for this release, and we are now among the top models out there: #3 family on @arena
. Check out