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The model does the work, not the code. The inference code should be generic autoregressive decoding that would work with any transformer checkpoint. If your generation loop contains addition-specific logic — manually pairing digits, threading carry state, indexing into specific positions — then the Python code is solving the problem, not the model.

- Which safety constraints are **structural** (system cannot do X) vs. **instructional** (system is told not to do X)? Instructional constraints can be overridden. Structural ones cannot. "Told not to" ≠ "cannot."

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