Scope and Limitations

This handbook is for education, research planning, and technical evaluation. It is not medical advice, public health guidance, legal advice, biosafety guidance, or regulatory advice.

In Scope

• AI models for biological sequence, structure, molecular, cellular, imaging, and experimental data.
• Biomedical discovery, biotechnology, and translational research workflows.
• Evaluation, reproducibility, information hazards, and institutional readiness.

Out of Scope

• Patient-specific medical advice.
• Operational biosafety protocols.
• Step-by-step instructions for biological misuse.
• Product endorsement.
• Legal or regulatory determinations.

Claim Calibration

The handbook uses Demonstrated, Theoretical, and Beyond current capabilities to prevent unsupported certainty. When evidence is mixed, the text favors the lower-confidence tier.