The story of quantum computing is presented in an ironic way. Hardware almost always makes headlines, whether it’s qubit counts, coherence times, or press releases declaring that a machine has reached a new technical milestone. It’s a very specific type of drama that works well for investor decks and physics conferences. It frequently ignores the more subtle, and perhaps more significant, change taking place beneath the surface.
The goal of the true quantum race is no longer to create the most potent machine. Who decides what to do with it is what matters.
Although this insight has been developing for some time, IBM’s recent investments in quantum software startups made it hard to ignore. It’s not insignificant when a business that has spent years defining itself through hardware milestones begins shifting funding to application layers. That is a shift in thesis. Additionally, it follows the general trend in the industry, which has been a gradual shift away from technical benchmarking and toward the more complex and commercially intriguing question of real-world use.
In a recent CNBC interview, Velu Sinha of Bain & Company outlined the timeline clearly: practical quantum advantage at about 100 logical qubits is approaching by 2028 to 2029, but the commercially significant applications—drug discovery, large-scale logistics—probably require between 1,000 and 10,000 logical qubits, pushing serious adoption into the mid-2030s. It is precisely in this gap, between “technically impressive” and “commercially useful,” that software companies are currently setting their flags.
In all of this, it’s difficult to ignore a recurring pattern. During the hardware era of personal computing, there were rooms full of devices that were only accessible by engineers. Word processors and operating systems followed VisiCalc, and all of a sudden everyone had access to the machines. The same arc was experienced by smartphones. The app ecosystem was revolutionizing civilization, and the device itself was intriguing. Every wave, including cloud computing and artificial intelligence, had the same basic rhythm: infrastructure came first, software came second, and impact came third. Simply put, quantum is the most recent iteration of that tale, which is currently beginning its second chapter.
The early start of the commercial scramble is what sets this moment apart. After merging with a blank-check company, Singapore-based software company Horizon Quantum made its public market debut in late March with the express purpose of making money before large-scale hardware becomes feasible. Their tools are based on quantum systems in the future and classical systems in the present; they are a practical hedge that provides information about the current state of the money. Around the same time, Xanadu, a company that produces both software and hardware, went public and saw a 15% increase on its first day. Inflation took a similar route. Although the stocks have fluctuated and the listings are not perfect, it is evident that the industry is shifting from a scientific endeavor to a commercial dispute.
Some of the more surprising uses come from the creative industries, such as interactive media, gaming, and generative music. Quantum dynamics can be used as a generative substrate for new forms of aesthetics in game development and music composition, according to Sean Harpur, CEO of Moth. When you take into account how much contemporary entertainment already relies on computational complexity, such as procedural worlds, adaptive audio, and visual effects pipelines, it seems specialized. These tools are not replaced by quantum approaches; rather, they have the potential to increase their capabilities. It’s still genuinely unclear if that specific wager will pay off, but it feels right to look beyond finance and pharmaceuticals.
Naturally, the hardware work is far from complete. Coherence is brittle, quantum error correction is still challenging, and the devices are still costly and erratic. There is no serious suggestion that the physics problems have been resolved. However, the center of gravity is moving. According to a recent observation from the New York Academy of Sciences, researchers can now buy quantum controllers off the shelf, which is a minor detail that points to a more significant development in the field. The value moves up the stack when components turn into commodities.
