According to a recent LinkedIn post from Quantum Machines, company representative Katia Moskvitch engaged in a discussion with physicist John Martinis at the APS Summit. The post highlights Martinis’ view that progress in quantum computing now depends on integrating qubits with advanced control and ultra low-latency feedback.
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The post suggests that merely improving qubits is insufficient without systems capable of real-time feedback for error correction, calibration, and adaptive control. For investors, this emphasis underscores a demand trend toward full-stack quantum control infrastructure, an area where Quantum Machines is strategically positioned.
By framing the key challenge as building systems that operate in real time, the content points to a shift from pure physics research to engineering-intensive, scalable platforms. This could favor companies able to deliver robust hardware–software integration, potentially supporting higher-margin solution offerings and deeper engagement with research and enterprise customers.
The visibility of this discussion at a major APS event may also indicate growing ecosystem recognition for control-layer technologies in quantum computing. If this perspective gains wider adoption, firms like Quantum Machines that specialize in control and feedback architectures could see strengthened competitive positioning and longer-term revenue opportunities as the market matures.

