Brox.AI’s Hamish Brocklebank on the three approaches to digital twins in pharma — and why only one-to-one clones of real individuals deliver true accuracy.

Shionogi’s Dr. Draica on how XOCOVA blocks viral replication between exposure and symptoms — and why it works even with prior immunity.

Shionogi’s Dr. Draica on why COVID-19 still matters — and why the window between exposure and symptoms is where XOCOVA can intervene.

Brox.AI’s Hamish Brocklebank on why it retired “digital twin” for “digital clone” — and why the distinction matters for pharma research accuracy.

Incubate’s John Stanford on why MFN’s first casualty is the moonshot — and why cancer, Alzheimer’s, and rare disease bear the cost.

Incubate’s John Stanford on why MFN reduces pharma’s appetite for biotech acquisitions — and why that cedes ground to China.

Incubate’s John Stanford on why MFN deals are voluntary in name only — and why the leverage looks a lot like the IRA’s 95% excise tax.

Incubate’s John Stanford on why MFN hits mid-sized pharma harder — fewer products to absorb margin hits and less access to cheap capital.