Author

G. Roccabruna

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#machine learning Preprint Sep 2026

Positional task conditioning for scalable defect detection across product families in large product catalogs

Positional Task Conditioning (PTC) is introduced, which distills this capability into a single smaller model by reinforcing task identity at structural prompt boundaries by outperforms rationale-based distillation across five models and two architecture families.

Soham Satyadharma, G. Roccabruna, S. Khan · 1 citation