Andy Leaver, Arqit: AI Isn’t the Disruption Yet. Quantum Unlocks What Comes Next

EUVC40mApril 28, 2026

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AI-Generated Summary

In this episode of EUVC, host interviews Andy Leaver, CEO of Arqit and operating partner at Notion Capital, about the transformative potential of quantum computing and its convergence with AI. Leaver argues that while AI is impressive, it’s not yet a world-changing force—its true disruption will come when paired with quantum computing, enabling unprecedented problem-solving capabilities, especially in drug discovery and complex system optimization. He emphasizes the looming threat of 'Q Day,' when quantum computers could break current encryption, urging enterprises to adopt 'crypto agile' strategies to future-proof their infrastructure. Leaver also discusses the challenges of scaling startups, particularly the 'valley of death' between $10M and $30M in revenue, and the importance of hiring the right leadership for each growth stage. He reflects on the shift from cloud to AI and the rise of 'shadow AI' and 'shadow IT,' warning of security risks from unregulated tool usage. Finally, he highlights Europe’s growing role in quantum innovation, noting that breakthroughs are emerging from small, agile companies rather than tech giants, and calls for curiosity and boldness in investing in foundational technologies.

Key Takeaways
1

AI's true transformative power will emerge only when combined with quantum computing, unlocking massive parallel processing for complex problems like drug discovery.

2

Enterprises must adopt 'crypto agile' strategies now to prepare for 'Q Day'—the hypothetical moment when quantum computers break current encryption, potentially already underway.

3

The 10M to 30M revenue stage is the 'valley of death' for European startups; success requires strategic hiring, international expansion, and strong net revenue retention.

4

Shadow AI and shadow IT are growing risks as employees use unregulated tools, exposing sensitive data to breaches and compliance issues.

5

Europe is poised to lead in quantum innovation, with small, specialized companies driving breakthroughs in trapped ions, neutral atoms, and quantum sensing.

…and 3 more takeaways available in PodZeus

Chapters
0:00
10 min

The Quantum-AI Convergence: The Next Disruption

That unlock moment is going to be when AI and quantum come together. And there's this, I mean, the people listening and watching this go look at how LLNs become LQMs that allow then you to bring that true reasoning and thought process into quantum.

Highlight
10:00
10 min

The Looming Threat of Q Day and Quantum Security

Q day is the day where quantum can break all known encryption using Shor's algorithm. It may have happened. We don't know because nation states may choose not to publicize it.

Highlight
20:00
10 min

Scaling Startups: The 10M to 30M Revenue Valley of Death

The absolute valley of death is the 10 to 30 journey. So many companies raise a B they go on that 10 to 30 journey and they just get stuck and they can't get beyond 30.

Highlight
30:00
10 min

The Rise of Shadow AI and Enterprise Security Risks

Leaver warns of the dangers of unregulated AI use in enterprises, including data leaks, IP theft, and compliance risks, as employees use tools like OpenAI and Claude without guardrails.

40:00
1 min

Europe’s Quantum Future and the Role of Curiosity in Investing

Leaver reflects on Europe’s growing quantum ecosystem, the importance of curiosity in venture investing, and the potential for one-person startups to achieve billion-dollar outcomes with AI.

High-Impact Quotes
Q day is the day where quantum can break all known encryption using Shor's algorithm. It may have happened. We don't know because nation states may choose not to publicize it.
Andy Leaver0:51
Viral: 90.0
That unlock moment is going to be when AI and quantum come together. And there's this, I mean, the people listening and watching this go look at how LLNs become LQMs that allow then you to bring that true reasoning and thought process into quantum.
Andy Leaver0:00
Viral: 85.0
I think there's a very clear path to anyone being able to give the same output as an individual, as 20 people, at least with AI. And that's as a complete non-coder.
Andy Leaver39:58
Viral: 82.0
Speakers

Host

Host

Guest

Andy Leaver
Topics Discussed
Quantum Computing and AI Convergence95%Cybersecurity and Quantum Threats90%Crypto Agility and Data Sovereignty88%Startup Scaling and Growth Stages85%European Quantum Innovation82%Shadow IT and Shadow AI80%Enterprise Adoption of AI75%Venture Capital and Technology Cycles70%
People & Brands

Andy Leaver

person

15xPositive

Arqit

organization

12xPositive

Notion Capital

other

8xPositive

Google

organization

5xNeutral

IBM

organization

4xNeutral

Shor's Algorithm

other

4xNeutral

Salesforce

organization

3xPositive

Q Day

other

3xNegative

OpenAI

organization

2xNeutral

Anthropic

organization

2xPositive

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