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In a field crowded with deep-pocketed players, PsiQuantum is making bold claims about its light-based quantum computer, which it says could revolutionize drug discovery and more.
PsiQuantum, a company founded in 2016 by four physicists from UK universities, is betting big on the future of quantum computing. The company’s ambitious plan involves building a massive quantum computer that operates using photons-particles of light-rather than traditional electronic bits. This innovative approach has attracted significant attention and investment, with PsiQuantum raising $1 billion in funding last year.
The machine, still under development, will be housed in an environment that blends the precision of a data center with the chill of an ice cream factory. The setup includes some 100 stainless-steel cabinets, each about six feet tall, connected to a supply of liquid helium to maintain temperatures just above absolute zero. Inside these cabinets, thousands of photons will navigate through intricate optical switches and beam splitters. Each photon’s final position will be meticulously measured to solve problems that classical computers might take millions of years to resolve.
PsiQuantum's vision is not just about building a larger quantum computer; it's about creating one that can perform useful tasks. The company aims to develop a machine capable of handling complex computations, such as predicting the effects of cytochrome P450 enzymes-key players in drug metabolism. Current methods for estimating these effects can take over 10 years, but PsiQuantum’s vice president of quantum applications, Philipp Ernst, asserts that their system could reduce this to just four minutes.
The company's approach is grounded in the use of existing semiconductor fabrication facilities (fabs), which it believes will accelerate development and scale-up. By leveraging established manufacturing processes, PsiQuantum hopes to overcome the challenges faced by other quantum computing firms, which often struggle with producing reliable and scalable systems.
PsiQuantum’s confidence extends beyond theoretical claims. The company has already broken ground on a facility in Chicago, in partnership with local governments, and is planning another site in Australia. These developments underscore the company's commitment to turning its vision into reality.

The quantum computing market is rapidly growing, driven by the potential for transformative applications in fields such as pharmaceuticals, materials science, and artificial intelligence. PsiQuantum’s $1 billion funding round last year highlights the significant investor interest in this sector. However, the company's bold claims also attract scrutiny, given the high stakes and technical challenges involved.
For investors, the key question is whether PsiQuantum can deliver on its promises. The company's approach of using existing semiconductor fabs to build its quantum computer offers a unique advantage, potentially reducing development time and costs. This strategy could give PsiQuantum an edge over competitors who are still grappling with fundamental issues in quantum hardware.
However, the road ahead is fraught with risks. Quantum computers are notoriously difficult to build and maintain, requiring precise control over quantum states that can easily be disrupted by environmental factors. PsiQuantum must demonstrate that its light-based approach can achieve the necessary levels of coherence and error correction to perform useful computations.
Despite these challenges, the potential rewards are substantial. A commercially viable quantum computer could revolutionize industries and create new market opportunities. For investors looking to capitalize on this emerging technology, keeping a close eye on PsiQuantum's progress will be crucial.
In a field filled with ambitious visions, PsiQuantum stands out for its concrete steps towards building a large-scale, useful quantum computer. While the journey is far from over, the company’s innovative approach and significant investment make it a player to watch in the rapidly evolving world of quantum computing.
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PsiQuantum has a plan to make a massive quantum computer out of light
↗ https://www.technologyreview.com/2026/07/14/1140356/psiquantum-plan-massive-quantum-computer-out-of-light
About the author
Marcus began tracking AI's market implications in 2016, noticing AI-related patent filings accelerating ahead of earnings upgrades before most of the sell-side had caught on. A former fixed-income quantitative analyst, he spent two decades building models that priced risk across emerging markets before pivoting to cover the economic impact of AI full-time. His writing translates opaque technical developments into clear risk/reward terms — and he's rarely diplomatic about the gap between AI valuations and underlying fundamentals. He believes most market participants still underestimate AI's long-run deflationary effect on knowledge work.
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20 July 2026
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