New framework teaches robots complex tasks in five minutes ⏱️
Researchers at Penn Engineering created a system called SymSkill that lets a robotic arm master a 12-step task after just five minutes of video demonstrations. 🤖
Instead of learning every single movement separately, the robot mixes basic logic with physical motion rules. If you get in its way or an object slips, it instantly figures out how to fix the mistake and keep going. 🍌
This brings you closer to helper machines that can actually handle the messy, unpredictable conditions of daily life without crashing. 🚀
#robots #technology #artificialintelligence
Subscribe
Researchers at Penn Engineering created a system called SymSkill that lets a robotic arm master a 12-step task after just five minutes of video demonstrations. 🤖
Instead of learning every single movement separately, the robot mixes basic logic with physical motion rules. If you get in its way or an object slips, it instantly figures out how to fix the mistake and keep going. 🍌
This brings you closer to helper machines that can actually handle the messy, unpredictable conditions of daily life without crashing. 🚀
#robots #technology #artificialintelligence
Subscribe
Mecka AI raises $60 million for robot training data
Mecka AI has raised $60 million in a new funding round led by Sequoia to teach robots how to move just like you do. The startup pays everyday people to record themselves doing chores while wearing body sensors and using smartphones. 🚀
Founded in 2024, the company builds the training data libraries that physical machines need, much like text databases helped train modern chatbots.
The round pushes the startup toward a $500 million valuation with backing from Nvidia and Microsoft, while rival XDOF targets a $1.2 billion valuation.
This real-world data helps humanoid robots learn practical tasks like making coffee or fixing cars without manual programming.
#Robotics #ArtificialIntelligence #TechNews
Subscribe
Mecka AI has raised $60 million in a new funding round led by Sequoia to teach robots how to move just like you do. The startup pays everyday people to record themselves doing chores while wearing body sensors and using smartphones. 🚀
Founded in 2024, the company builds the training data libraries that physical machines need, much like text databases helped train modern chatbots.
The round pushes the startup toward a $500 million valuation with backing from Nvidia and Microsoft, while rival XDOF targets a $1.2 billion valuation.
This real-world data helps humanoid robots learn practical tasks like making coffee or fixing cars without manual programming.
#Robotics #ArtificialIntelligence #TechNews
Subscribe
🔬 New AI model reads 3D atomic structures
Researchers at MIT built a system that understands how atoms line up in crystals. Published in Nature Communications, the model reads 3D shapes.
When tested on solid-state lithium-ion battery materials, the system successfully spotted top candidates that scientists previously found by hand.
#ArtificialIntelligence ⚡ #TechNews ⚡ #Science
Subscribe
Researchers at MIT built a system that understands how atoms line up in crystals. Published in Nature Communications, the model reads 3D shapes.
When tested on solid-state lithium-ion battery materials, the system successfully spotted top candidates that scientists previously found by hand.
#ArtificialIntelligence ⚡ #TechNews ⚡ #Science
Subscribe
❤1
AI performs brain surgery on mouse 🧬
Claude Sonnet 5 administered gene therapy to a mouse with epilepsy during a test by Exin Therapeutics. The system analyzed options and injected 250 nanoliters of the drug.
A human surgeon opened the skull while the AI controlled the setup, though the actual reduction in seizures is not yet proven.
#ArtificialIntelligence ⚡ #GeneTherapy ⚡ #MedicalTech
Subscribe
Claude Sonnet 5 administered gene therapy to a mouse with epilepsy during a test by Exin Therapeutics. The system analyzed options and injected 250 nanoliters of the drug.
A human surgeon opened the skull while the AI controlled the setup, though the actual reduction in seizures is not yet proven.
#ArtificialIntelligence ⚡ #GeneTherapy ⚡ #MedicalTech
Subscribe
🤖 Website owners can block AI scrapers with one file
Google, Microsoft, Anthropic, and OpenAI agreed on October 30, 2026, to support a single command that stops artificial intelligence bots from copying website data.
Instead of editing files for every individual bot, operators can now use the common robots.txt text file to opt out across all major platforms at once.
#ArtificialIntelligence ⚡ #TechStandards ⚡ #WebScraping
Subscribe
Google, Microsoft, Anthropic, and OpenAI agreed on October 30, 2026, to support a single command that stops artificial intelligence bots from copying website data.
Instead of editing files for every individual bot, operators can now use the common robots.txt text file to opt out across all major platforms at once.
#ArtificialIntelligence ⚡ #TechStandards ⚡ #WebScraping
Subscribe
👏1
Meta is building a home robot
Meta created a prototype humanoid robot, Max, in three months. Developed with Fourier, the 1.5-meter machine uses an Nvidia chip and five-finger hands to handle domestic tasks. 🤖
Engineers are already building Max 2 to navigate stairs. Although currently an internal experiment, this marks Meta’s push to bring AI into physical home environments.
#Meta ⚡ #Robotics ⚡ #ArtificialIntelligence
Subscribe
Meta created a prototype humanoid robot, Max, in three months. Developed with Fourier, the 1.5-meter machine uses an Nvidia chip and five-finger hands to handle domestic tasks. 🤖
Engineers are already building Max 2 to navigate stairs. Although currently an internal experiment, this marks Meta’s push to bring AI into physical home environments.
#Meta ⚡ #Robotics ⚡ #ArtificialIntelligence
Subscribe
Apple requires stricter age ratings for dating and AI apps 📱
Apple now mandates a minimum 18+ age rating for applications featuring dating services or artificial intelligence romantic companions on the App Store.
Developers must update their questionnaire responses to meet these rules by January 12, 2027.
#Apple ⚡ #AppStore ⚡ #ArtificialIntelligence
Subscribe
Apple now mandates a minimum 18+ age rating for applications featuring dating services or artificial intelligence romantic companions on the App Store.
Developers must update their questionnaire responses to meet these rules by January 12, 2027.
#Apple ⚡ #AppStore ⚡ #ArtificialIntelligence
Subscribe
Netflix tests a mood-based recommendation tab 🚀
On November 3, Netflix launched tests for an interactive AI tab on its TV app, letting viewers find shows by mood.
The tool helps subscribers train the system by blocking unwanted suggestions.
#ArtificialIntelligence ⚡ #Streaming ⚡ #Netflix
Subscribe
On November 3, Netflix launched tests for an interactive AI tab on its TV app, letting viewers find shows by mood.
The tool helps subscribers train the system by blocking unwanted suggestions.
#ArtificialIntelligence ⚡ #Streaming ⚡ #Netflix
Subscribe
👍2