It is at the emergent digital intersection between corporate and political power where the most subtle and insidious threat to democracy lies.

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Self-driving cars can make traffic safer, as they never blink or focus on switching the radio station. They have no blind spots, and they can simultaneously process information at a rate that no human can match.

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We are creating learning systems to interpret the intended meaning of social media comments made "in the wild." We call our television dataset the TV Genome.

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At a time of year when most people are looking to the future and enumerating their resolutions for the new year, I encourage you to take a moment and dwell on your regrets instead.

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On behalf of The Huffington Post and TED, we are delighted to invite you on a year-end journey of ideas that can help shape the world in 2012. Starting today, we will be counting down 18 of 2011's most impactful TEDTalks.

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