Pivoting colloidal assemblies exhibit mechanical metamaterial behaviour

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“Could it be fatal?” Kim allegedly asked. “Could it kill someone?”

Another decision to make is where to put the infrastructure code for “Independent Ventilation Scheduler” (see the diagram above). The default choice would be to use the MIM pattern and put it into the Infrastructure-Module of the “H&V Controller” module (i.e. “H&V Controller.Infra”), just as we did with H&V Scheduler’s infra code. But anticipating that it could also be reused, or maybe just to show how flexible the design process is, I will also extract it as a standalone “infrastructure-only” module.

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How easy it was to add that to Python.

Extended Callables

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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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