Fast-learning robots: 10 Breakthrough Technologies 2025
WHO Agility, Amazon, Covariant, Robust, Toyota Research Institute WHEN Now Generative AI is causing a paradigm shift in how robots are trained. It’s now clear how we might finally build the sort of truly capable robots that have for decades remained the stuff of science fiction. Robotics researchers are no strangers to artificial intelligence—it has…
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Robotaxis: 10 Breakthrough Technologies 2025
WHO Baidu, Pony AI, Waymo, Wayve, Zoox WHEN Now If you live in certain cities in America or China, you’ve probably spotted driverless cars dropping off passengers. Perhaps you’ve even ridden in one yourself. That’s a radical change from even three years ago, when these services were still learning the rules of the road. And…
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The biggest AI flops of 2024
The past 12 months have been undeniably busy for those working in AI. There have been more successful product launches than we can count, and even Nobel Prizes. But it hasn’t always been smooth sailing. AI is an unpredictable technology, and the increasing availability of generative models has led people to test their limits in…
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The AI Hype Index: Robot pets, simulated humans, and Apple’s AI text summaries
Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. More than 70 countries went to the polls in 2024. The good news is that this year of global elections turned out to…
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The humans behind the robots
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Here’s a question. Imagine that, for $15,000, you could purchase a robot to pitch in with all the mundane tasks in your household. The catch (aside from the price tag) is…
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The next generation of neural networks could live in hardware
Networks programmed directly into computer chip hardware can identify images faster, and use much less energy, than the traditional neural networks that underpin most modern AI systems. That’s according to work presented at a leading machine learning conference in Vancouver last week. Neural networks, from GPT-4 to Stable Diffusion, are built by wiring together perceptrons,…
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Accelerating AI innovation through application modernization
Business applications powered by AI are revolutionizing customer experiences, accelerating the speed of business, and driving employee productivity. In fact, according to research firm Frost & Sullivan’s 2024 Global State of AI report, 89% of organizations believe AI and machine learning will help them grow revenue, boost operational efficiency, and improve customer experience. Take for…
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This is where the data to build AI comes from
AI is all about data. Reams and reams of data are needed to train algorithms to do what we want, and what goes into the AI models determines what comes out. But here’s the problem: AI developers and researchers don’t really know much about the sources of the data they are using. AI’s data collection…
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