Writing specifications is not always easy, but it is easier than writing the optimized implementation. And a powerful shortcut exists: an inefficient program that is obviously correct can serve as its own specification. User and AI co-write a simple model, AI writes an efficient version, and proves the two equivalent. The hard part shifts from implementation to design. That is the right kind of hard.
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As social media companies seek to remove underage users from its platforms, or enlist the help of AI to search for censored content, the companies will have a hard time ensuring they can accurately remove access to anyone that is under a certain age. (Boeldt even referenced platforms like Instagram and TikTok that monitor language and how children have already found loopholes, using “PDF files” or “unaliving,” and creating new vocabulary that renders those censors useless: Children are savvy, after all.)