Best Practices

Strong scientific communication distinguishes hypotheses, model predictions, benchmark metrics and observed laboratory outcomes.

Quality and reproducibility

Publication checklist

• Link primary research and current model cards.
• Describe the exact checkpoint, prompts and parameters.
• Document train/test split and data lineage.
• Use credible baselines and include limitations.
• Follow research institution policies and appropriate biosafety review.