Developing chips that simulate how the brain works has great promise for AI, robotics, and other fields. But making them so that they’re scalable while providing repeatable results has proven tricky. Now, a Yale-led team of researchers has put forth a solution. The results are published in Nature Communications.Developing chips that simulate how the brain works has great promise for AI, robotics, and other fields. But making them so that they’re scalable while providing repeatable results has proven tricky. Now, a Yale-led team of researchers has put forth a solution. The results are published in Nature Communications.[#item_full_content]

As OpenAI marks its tenth birthday in December 2025, it can celebrate becoming one of the world’s leading companies, worth perhaps as much as US$1 trillion (£750 billion). But it started as a non-profit with a serious moral mission—and its story demonstrates the difficulty of combining morality with capitalism.As OpenAI marks its tenth birthday in December 2025, it can celebrate becoming one of the world’s leading companies, worth perhaps as much as US$1 trillion (£750 billion). But it started as a non-profit with a serious moral mission—and its story demonstrates the difficulty of combining morality with capitalism.Business[#item_full_content]

Generative AI and robotics are moving us ever closer to the day when we can ask for an object and have it created within a few minutes. In fact, MIT researchers have developed a speech-to-reality system, an AI-driven workflow that allows them to provide input to a robotic arm and “speak objects into existence,” creating things like furniture in as little as five minutes.Generative AI and robotics are moving us ever closer to the day when we can ask for an object and have it created within a few minutes. In fact, MIT researchers have developed a speech-to-reality system, an AI-driven workflow that allows them to provide input to a robotic arm and “speak objects into existence,” creating things like furniture in as little as five minutes.Robotics[#item_full_content]

Generative AI and robotics are moving us ever closer to the day when we can ask for an object and have it created within a few minutes. In fact, MIT researchers have developed a speech-to-reality system, an AI-driven workflow that allows them to provide input to a robotic arm and “speak objects into existence,” creating things like furniture in as little as five minutes.Generative AI and robotics are moving us ever closer to the day when we can ask for an object and have it created within a few minutes. In fact, MIT researchers have developed a speech-to-reality system, an AI-driven workflow that allows them to provide input to a robotic arm and “speak objects into existence,” creating things like furniture in as little as five minutes.[#item_full_content]

The humble pocket calculator may not be able to keep up with the mathematical capabilities of new technology, but it will never hallucinate.The humble pocket calculator may not be able to keep up with the mathematical capabilities of new technology, but it will never hallucinate.Consumer & Gadgets[#item_full_content]

Modern neural networks, with billions of parameters, are so overparameterized that they can “overfit” even random, structureless data. Yet when trained on datasets with structure, they learn the underlying features.Modern neural networks, with billions of parameters, are so overparameterized that they can “overfit” even random, structureless data. Yet when trained on datasets with structure, they learn the underlying features.[#item_full_content]

Modern neural networks, with billions of parameters, are so overparameterized that they can “overfit” even random, structureless data. Yet when trained on datasets with structure, they learn the underlying features.Modern neural networks, with billions of parameters, are so overparameterized that they can “overfit” even random, structureless data. Yet when trained on datasets with structure, they learn the underlying features.Computer Sciences[#item_full_content]

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