Practical

Practical applications and insights for AI governance in regulated environments.

More Boxes Checked Doesn’t Mean More Truth

12 Jul 2025 1 min read Practical

In modern regulatory systems—especially in pharma, biotech, and AI ethics—compliance is often mistaken for protection. Procedures are followed. Forms are complete. Audits are passed. And yet, harm continues, truth is missed,

AI Will Fix Drug Discovery, Unless Regulation Fails to Catch Up

12 Jul 2025 2 min read Practical

AI is beginning to outperform traditional pipelines in identifying drug candidates. Not hypothetically: measurably. Modern generative platforms can now design molecules that bind their targets with high affinity, minimize off-target effects, and predict