#machine learning
33 stories taggedmachine learning.
Your MacBook Could Be Running AI Workloads While You Sleep
Apple ML Research has built a system called Minions that pools the idle GPUs inside MacBooks and Mac desktops to run the kind of AI tasks that normally require expensive server farms.
Apple Researchers Let Ordinary People Train Their Own AI Models. What They Found Was Surprising.
A new Apple ML Research study gave people real control over personalised AI, then watched what happened when the system's assumptions didn't match their lives.
Apple Researchers Taught an AI to Learn From Its Own Failures by Writing Itself a One-Line Memo
A new technique called RLTL;DR lets an AI model summarise why it failed, then carry that lesson into its next attempt. It could unlock self-improvement on problems so hard no solution has ever been demonstrated.
Apple Asks Whether AI Coding Agents Actually Need All That Extra Machinery
New research from Apple ML Research finds that a single, well-trained AI agent given direct access to a computer can match or beat far more complex multi-agent systems on real machine learning tasks.
Nvidia's Kumo Tabular Reads a Spreadsheet Cold and Beats Every Tuned Model Doing It
A new open AI model from Nvidia makes predictions on business data tables without any training on your data, no setup, and no specialist required, and it just topped every major leaderboard.
The Pentagon Is Spending $30 Million on an AI Lie Detector. Scientists Say It Won't Work.
A new Pentagon program wants AI to read your body for signs of deception, without even touching you. Decades of failed lie-detector research suggest the money is likely wasted.
Apple's AI Designs Proteins by Learning Sequence and Shape at the Same Time
A new model from Apple ML Research skips the usual two-step training process and generates both the chemical sequence and the 3D shape of proteins together, which could shorten the path to new drug candidates.
Google's AI weather model gets a satellite upgrade, here's what changes
WeatherNext Gen 3 now pulls in raw satellite data, which means fresher forecasts that cost far less to run than traditional weather models.
A Russian Maths Startup Found a Way for AI Models to Share Intelligence Without Swapping Words
Mostik, a small team of mathematicians, built a technique that lets two AI systems pool their abilities at a fraction of the usual cost. Think of it as a shortcut that makes a cheap, compact model punch well above its weight.
Robot Brains Get a Skill Library: New AI Lets Machines Break Big Tasks Into Reusable Steps
A research system called REFACTOR-VLA teaches robot AI to organise its actions into named, repeatable skills, rather than making everything up on the fly. The result: robots that handle longer, more complex tasks and are far easier for humans to understand.
The Hidden Weak Spot in Robot Safety That Nobody Is Talking About
Modern robots can be tricked into doing dangerous things without anything visibly breaking. Researchers say cybersecurity is the missing piece in how we keep AI-driven machines safe.
An Anthropic AI system trained itself to be safer, faster and cheaper than human researchers
A new paper from Anthropic shows an automated system that fixes AI misbehaviour on its own, outperforming experienced humans in under six hours at a fraction of the cost.
AI and drones are decoding whale calls. What they're finding could change how we think about animal culture.
Researchers are using artificial intelligence to crack the complex language of beluga whales. The findings hint that these animals pass down knowledge and traditions, much like we do.
Apple researchers found a smarter way to build smaller AI models, and it could cut your phone's battery drain
A new technique called IDEA Prune trains a big AI model first, then trims it down. The result is a leaner model that outperforms ones built small from the start.
A new tool lets you train a medical-grade AI search model on a single gaming GPU in half a day
Sentence Transformers v6.0 adds a smarter way to match search queries to documents, token by token. A real-world test beat every off-the-shelf retrieval model on medical text.