Quantum Is Leaving the Lab: Why the Next Computing Revolution Belongs to AI, HPC and Quantum
1. You'll be moderating the panel discussion "Beyond Moore: HPC, AI, and Quantum for Next-Generation Computing" at Quantum.Tech Boston this June. What makes this conversation especially timely right now?
We're at a real inflection point. AI is pushing classical compute to its limits, quantum hardware is actually delivering on milestones, and HPC is the glue holding it all together. This isn't a theoretical conversation anymore — it's hitting boardrooms, and the panel is about what comes next.
2. From your vantage point at The Quantum Insider, what shifts over the past 12–18 months have made the convergence of AI, HPC, and quantum computing impossible to ignore?
Honestly, it's that all of this has left the lab and landed in the boardroom. VC investment in quantum more than doubled in 2025 to $4.9 billion, public funding commitments crossed $56.7 billion globally, and IonQ became the first pure-play quantum company to break $100 million in annual revenue. The money is following the tech because the tech is finally showing up.
3. Do you see quantum ultimately becoming a complementary accelerator within existing compute infrastructure, or something that fundamentally reshapes the architecture of computing itself?
Look, it's hard to say with certainty — but from what we see sitting across data from hundreds of quantum companies, I think it reshapes everything. History tells us that when a fundamentally new compute paradigm shows up, it doesn't politely slot into the old stack. It rewrites it.
4. What do you see as the single most important breakthrough still needed to move quantum computing from experimental promise to practical, scalable commercial deployment?
Error correction. Full stop. The hardware is moving, the algorithms exist, cloud access is there. But until we crack fault-tolerant, error-corrected systems at scale, we're still in the prologue.
5. There's still uncertainty around timelines, standards, and commercially viable use cases. How should enterprises be thinking about investing in quantum today without falling into either hype or paralysis?
Quantum is coming, and every enterprise needs to be quantum-ready. We're literally watching it play out with AI right now — companies that didn't take it seriously even two or three years ago are scrambling to catch up. The same movie is about to play again with quantum, and the window to prepare is now.
6. Are we approaching a point where organizations that don't start preparing for quantum risk being left behind, similar to what happened with AI adoption?
Yes. The enterprises building quantum literacy and experimenting with use cases now will have a massive head start. The ones that wait will be panic-writing "quantum strategy" memos five years from now wondering how they got left behind.
7. Which industries do you believe are most likely to see meaningful quantum advantage first—and what makes those sectors particularly suited to early adoption?
Biotech and finance. Biotech because molecular simulation is basically the problem quantum was born to solve — modelling drug interactions at the atomic level is brutally hard for classical machines. Finance because optimization, risk modelling, and portfolio management are all combinatorial problems where even small quantum advantages translate to real money.
8. We often hear about pharma, finance, and materials science as early candidates. From your holistic viewpoint, are there any overlooked sectors where you think quantum could have an unexpectedly transformative impact?
I'd say automotive and logistics. Everyone's fixated on pharma and finance, but the optimization problems in autonomous driving, supply chain routing, and precision navigation are enormous. These industries live and die on combinatorial problems at scale — that's quantum's sweet spot, and nobody's really talking about it.
9. Lastly; What are you personally most looking forward to getting out of Quantum.Tech this year—whether that's insights, partnerships, or something else?
Honestly, for me these conferences are nostalgic in advance. We're in the early days of a tech revolution — think Steve Jobs in those grainy black-and-white photos showing off the first Mac. Fifty years from now, we'll look back and say we were there at the beginning. So for me it's really just about being in the room with the pioneers who are building this thing. If you want to grow and mature in business, your goal should be to be the dumbest person in the room more times than you aren't — it means you're levelling up and surrounded by the right people. And at these conferences, I usually am.
