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While structured data implementation requires more technical knowledge than the other tactics, its value extends beyond AIO. Search engines like Google also use structured data to create enhanced search results like rich snippets, knowledge panels, and featured answers. This means the optimization work benefits both traditional SEO and AI visibility simultaneously.
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.