Robotics

Hybrid AI planner turns images into robot action plans

MIT researchers have developed a generative artificial intelligence-driven approach for planning long-term visual tasks, like robot navigation, that is about twice as effective as some existing techniques. Their method uses ...

Computer Sciences

The AI that taught itself: How AI can learn what it never knew

For years, the guiding assumption of artificial intelligence has been simple: an AI is only as good as the data it has seen. Feed it more, train it longer, and it performs better. Feed it less, and it stumbles. A new study ...

Hardware

Ultra-compact photonic AI chip operates at the speed of light

Australian researchers have built an ultra-compact artificial intelligence (AI) chip that is able to make calculations using the power of light, at the speed of light. The nano photonic chip prototype, which harnesses the ...

Computer Sciences

Improving AI models' ability to explain their predictions

In high-stakes settings like medical diagnostics, users often want to know what led a computer vision model to make a certain prediction, so they can determine whether to trust its output. Concept bottleneck modeling is one ...

Machine learning & AI

Is this your AI? ZEN framework cracks AI black box

Artificial intelligence (AI) systems power everything from chatbots to security cameras, yet many of the most advanced models operate as "black boxes." Companies can use them, but outsiders can't see how they were built, ...

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