We have more privacy controls yet less privacy than ever

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With "Live Search," Kattukaran said you'll be able to "ask Gemini to understand the current state of your home" with questions like "Hey Google, is there a car in the driveway?" and if you have Nest cameras installed you'll get an update from Gemini. Exactly what this means for privacy and security remains to be seen, but honestly, it's been a rocky time for Big Tech and AI-powered cameras.

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Testing and proof are complementary. Testing, including property-based testing and fuzzing, is powerful: it catches bugs quickly, cheaply, and often in surprising ways. But testing provides confidence. Proof provides a guarantee. The difference matters, and it is hard to quantify how high the confidence from testing actually is. Software can be accompanied by proofs of its correctness, proofs that a machine checks mechanically, with no room for error. When AI makes proof cheap, it becomes the stronger path: one proof covers every possible input, every edge case, every interleaving. A verified cryptographic library is not better engineering. It is a mathematical guarantee.

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