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In AI, we usually think of perception as a bottom-up process: you feed an image of an apple into a CNN, the early layers detect edges and colors, and the final layer outputs an “embedding”—a dense vector representing the abstract concept of “apple-ness.”
Rape was a special concern of Friedmann’s. After buying enough stock to allow him to propose shareholder resolutions, he drafted one requiring C.C.A. to report to shareholders the number of rapes and sexual assaults in its facilities. The company rejected the measure, dismissing Friedmann as a disgruntled ex-convict, but his campaign got widespread attention. He was profiled in Vice, Mother Jones, and the Guardian. He consulted on “Last Week Tonight with John Oliver.” Congress invited him to testify. In 2015, the staff of Bernie Sanders, who had begun campaigning for President, asked Friedmann for advice on a bill that would have banned the federal government from employing private-prison companies. The insider’s insider was ready to help.