The February 2023 issue of IEEE Spectrum is here!

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iCandy: Imitation of Life

Robots run, swim, act, and fight like us

1 min read

The actress on the left is a naturalistic robot brought to life by engineers at Osaka University and Kokoro Co. The automaton, named Geminoid F, gets her superrealistic skin, hair, and teeth from a sophisticated scanning system. Her dozens of servomotors make her appear to display emotion; raised eyebrows, blinks, and gestures make it hard to tell that “she” was born in a factory.

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From WinZips to Cat GIFs, Jacob Ziv’s Algorithms Have Powered Decades of Compression

The lossless-compression pioneer received the 2021 IEEE Medal of Honor

11 min read
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Photo of Jacob Ziv
Photo: Rami Shlush
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Lossless data compression seems a bit like a magic trick. Its cousin, lossy compression, is easier to comprehend. Lossy algorithms are used to get music into the popular MP3 format and turn a digital image into a standard JPEG file. They do this by selectively removing bits, taking what scientists know about the way we see and hear to determine which bits we'd least miss. But no one can make the case that the resulting file is a perfect replica of the original.

Not so with lossless data compression. Bits do disappear, making the data file dramatically smaller and thus easier to store and transmit. The important difference is that the bits reappear on command. It's as if the bits are rabbits in a magician's act, disappearing and then reappearing from inside a hat at the wave of a wand.

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