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A Path to Broad AI: 5 Challenges
SAN FRANCISCO, Jun. 28, 2018 – Try to find a technology conference or trade show where everybody is not talking about artificial intelligence. Go ahead: Try. But not at this week's Design Automation Conference (DAC).
The DAC keynote on Tuesday was "AI is the new IT," offered by Dario Gil, vice president of AI and IBM Q at IBM Research. Gil presented a helicopter's-eye view of the technology's current topography, identifying key areas as the industry strives to broaden AI's turf.
Gil looked back to 2012, a pivotal year. That was when the development of a deep convolutional neural net in the ImageNet Challenge proved to be a breakthrough in visual object recognition algorithms. Dramatic increases in labeled data and compute power, along with more progress in algorithms, have fueled the deep-learning revolution further.
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