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Wolfram kernel crashes from memory exhaustion usually trace to symbolic explosion, unpacked lists, or eager imports. Measure with MemoryInUse and ByteCount, then pack, numerically evaluate, or stream.
Isolate hot numeric loops in <code>Compile</code> to bypass evaluator overhead. Use explicit numeric types, packed arrays, and verify with <code>CompilePrint</code> before scaling. The trade‑offs depend on data size, call frequency, and supported language subset.