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When you do decide the app is ready, don't forget about documentation. A lot of your ideas probably live in your chat logs and in your head, and when you come back to a project after a couple of weeks of not working on it, you may have forgotten how each element works. So, once your app is complete, go through and document everything. If you do, you’ll be much more ready to find a broken module and fix it that much faster.
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The Claude C Compiler illustrates the other side: it optimizes for passing tests, not for correctness. It hard-codes values to satisfy the test suite. It will not generalize. Property-based testing would likely catch this particular case, but the general problem remains: for any fixed testing strategy, a sufficiently adversarial system can overfit to it. A proof cannot be gamed. It covers all inputs by construction.
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“Women are not property; we are human beings,” Rowntree adds. “As such, our bodies are also not public property to be exploited without consent, including for algorithmic judgment or AI manipulation."
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