Computer vision
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Graceful AI
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As machine-learning-based decision systems improve rapidly, we are discovering that it is no longer enough for them to perform well on their own. They ...

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Searching video using natural-language descriptions
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In an ideal world, finding a particular section of a video would be as simple as describing it in natural language — saying, for instance, “the person pours ...

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How Amazon is using self-service to democratize AI
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In June, one of us (Prem) wrote a blog post for Amazon Science arguing that Alexa, and more generally, the field of AI, is entering a new “age of self” in ...

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Foiling AI hackers with counterfactual reasoning
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Imagine yourself 10 years from now, talking to a friend on the phone or perhaps singing along with the radio, as your autonomous car shuttles you home on ...

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New Alexa feature enables natural, multiparty interactions
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Alexa’s Conversation Mode — which we announced last year and are launching today — represents a major milestone in voice AI. Conversation Mode will let Echo ...

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How pioneering deep learning is reducing Amazon’s packaging waste
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Finding the right amount of packaging to ship an item can be challenging — and at Amazon, an ever-changing catalog of hundreds of millions of products makes ...

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“Robin deals with a world where things are changing all around it”
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Inside an Amazon fulfillment center, as packages roll down a conveyor, the Robin robotic arm goes to work. It dips, picks up a package, scans its, and ...

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Amazon and Max Planck Society launch Science Hub
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Amazon and Max Planck Society (also known as Max-Planck-Gesellschaft or MPG) today announced the formation of a Science Hub. The collaboration marks the ...

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Ying Ding’s human-centered approach to AI-enhanced medical imaging diagnosis
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Even before the COVID-19 pandemic, health care capacity in the United States was strained, with not enough medical professionals to meet growing demand. ...

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The surprisingly subtle challenge of automating damage detection
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With billions of customer orders flowing through Amazon’s global network of fulfillment centers (FCs) every year, it is an unfortunate but inevitable fact ...

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