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| Issue | Why It Matters | Best Practice | |-------|----------------|----------------| | | Molecular data from patients can be sensitive. | Store data on encrypted servers; follow GDPR/HIPAA guidelines. | | Bias in AI‑Assisted Design | Training datasets may underrepresent certain populations. | Validate models across diverse chemical spaces and demographic groups. | | Environmental Impact | High‑performance computing consumes energy. | Use green data centers; schedule jobs during off‑peak hours. | | Intellectual Property | Sharing proprietary models can lead to legal disputes. | Use clear licensing agreements and maintain version control. |

: Many universities provide full versions of Discovery Studio through departmental servers. Students and researchers can often download the software from their institution's engineering or IT portal.

The availability and affordability of advanced software influence who can participate in scientific research and innovation. This has implications for equality and inclusion in the digital age.