New deep learning technique paves path to pizza-making robots

May22
by on May 22, 2022 at 2:00 pm
Posted In: Insider


This article is part of our coverage of the latest in AI research. For humans, working with deformable objects is not significantly more difficult than handling rigid objects. We learn naturally to shape them, fold them, and manipulate them in different ways and still recognize them. But for robots and artificial intelligence systems, manipulating deformable objects present a huge challenge. Consider the series of steps that a robot must take to shape a ball of dough into pizza crusts. It must keep track of the dough as it changes shape, and at the same time, it must choose the right…

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Don’t expect large language models like the next GPT to be democratized

May21
by on May 21, 2022 at 4:00 pm
Posted In: Uncategorized


This article is part of our coverage of the latest in AI research. In early May, Meta released Open Pretrained Transformer (OPT-175B), a large language model (LLM) that can perform various tasks. Large language models have become one of the hottest areas of research in artificial intelligence in the past few years. OPT-175B is the latest entrant in the LLM arms race triggered by OpenAI’s GPT-3, a deep neural network with 175 billion parameters. GPT-3 showed that LLMs can perform many tasks without undergoing extra training and only seeing a few examples (zero- or few-shot learning). Microsoft later integrated GPT-3 into several of…

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