Quantum computers are starting to do real drug discovery work, not just promise it

[Jan79]

For years quantum drug discovery was almost entirely theoretical. That started changing in 2025 when St. Jude and the University of Toronto published the first study where quantum computing was used in a drug discovery pipeline with actual lab results to validate it, including for targets previously considered too difficult to design drugs for. More recently, IQM demonstrated chemically accurate molecular simulations on a 24-qubit machine using a real antiviral drug, Amantadine, as the test case. Equal1 and Kvantify announced a partnership specifically focused on quantum-enhanced drug discovery in life sciences. These are early steps and full commercial deployment is still years away, but the gap between promise and evidence is narrowing in a way that was not true even two years ago.

[Cole_25]

Undruggable targets becoming druggable is one of the most genuinely exciting things I have read in this space. There are whole disease categories we have basically abandoned

[NightOwl]

A 24-qubit machine doing chemically accurate simulation of a real drug is a much more meaningful headline than any benchmark result involving fictional numbers

[IronWolf]

Early steps is doing a lot of lifting in that last paragraph. Let us see ten more studies before we start counting the lives saved

[IronFist21]

The commercial partnership angle is interesting. When companies start putting money into specific drug targets rather than general quantum hype, the incentives change