The AI Ethics/Safety Schism

The AI ethics and safety communities are at a crossroads that will determine whether they work together in the production of safer intelligent systems, or continue down separate conflicted paths.

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Should I Steal Vegetables from Amazon?

As someone that turned down an offer to work on cashierless checkout four years ago, I was keen to learn how far the technology has come. What I found was a fascinating case study in designing the human environment for computer vision systems, and I also went home with several items that I didn't pay for...

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Human-Centered AI

In "2001: a Space Odyssey," the astronaut falls into an monolith floating in space. Just before the radio cuts transmission to earth, the astronaut gasps, "my god, it's full of stars." This sense of wonder and impending revelation is the view I brought to my PhD studies in artifical intelligence. Surely, I thought, we were working together to unwind our own little piece of the great mysteries of the universe. I was quickly disabused of my higher notions. In falling into the mysteries of intelligence, I came to understand that the intelligence we were collectively working to build resembeled the mysterious power of the Space Odyssey monolith in more than one way, only as I fell into my research I muttered, "my god, it's full of bugs."

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Deepfake Detection Game

Video has long been a trusted source of ground truth for world events. People know images can be manipulated, but video manipulation is rare. This has changed with the advent of manipulating videos with neural networks. Automatic video manipulation tools, like those that swapped Nicolas Cage's face onto Amy Adams, are now fast, realistic, and cheap.
Defending the public record requires methods for detecting these fakes. But is the deepfake detection game winnable?

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