Pulse-driven amplifier activates only when reading information from qubits, is 10X more efficient, stays cool, and safeguards quantum states

https://www.sciencedaily.com/releases/2025/06/250625011632.htm

"enables more powerful quantum computers, significantly more qubits... sensitive microwave amplifiers read inherently weak signals, but generate heat, causing decoherence, overcome using low-noise/ power semiconductor pulsed amplifiers... amplifier rapid activation to keeps pace with qubit readout using algorithm that improves amplifier operation... genetic programming enables amplifier smart control/ 35 ns response to incoming qubit pulse"

Related: Physicists nearly double speed of superconducting qubit readout in quantum computers
https://phys.org/news/2025-09-physicists-superconducting-qubit-readout-quantum.html