Quantum Hype Crashed: Chemists Outsmarted It

Added: 2026-06-02

[00:00:00]Quantum hype?

[00:00:02]Chemistry solved cheaply without a quantum computer.

[00:00:06]A team at the University of California, Berkeley used clever classical algorithms and cheap cloud computing to predict a notoriously stubborn reaction pathway.

[00:00:18]The breakthrough came after a pharmaceutical startup poured $12 million into quantum hardware only to see their investors shift funding towards software [music] that runs on ordinary CPUs.

[00:00:32]The hidden premise, the money game favors scalable, low-cost tools, not exotic hardware.

[00:00:38]It matters because drug firms can now cut years off discovery cycles, keeping pipelines full while avoiding massive [music] capital risk. The real profit goes to the software vendors, not the quantum chip makers.

[00:00:52]Who will claim the next big chemistry prize?