Aug 24, 2026 · 44 min
Quantum computing could reshape encryption, science and markets
What Happens When Quantum Computing Actually Works?
The episode examines whether quantum computing is approaching practical breakthroughs that could alter drug discovery, finance, cybersecurity and geopolitical power.
- 1Useful quantum computers depend on reliable logical qubits, not the headline counts of fragile physical qubits.
- 2Q-Day could threaten encryption and Bitcoin security while making quantum access a strategically controlled resource.
- 3Quantum computing may complement AI, create concentrated investment opportunities and challenge assumptions about reality itself.
Don't miss
Daniel Doll-Steinberg reframes Q-Day as a question of scarce, strategically controlled quantum access rather than merely a threat to Bitcoin.
The brief
Daniel Doll-Steinberg of EdenBase begins by challenging the label artificial intelligence, arguing that today’s language models are powerful computational tools rather than genuinely intelligent entities.
The conversation then turns to quantum computing, where the promise lies in simulating chemistry and optimizing complex systems—but practical progress depends on error correction and reliable logical qubits.
Headline qubit counts can mislead: hundreds of dependable logical qubits, rather than vast numbers of noisy physical ones, could unlock new scientific discoveries.
Q-Day raises a sharper question than whether Bitcoin survives: who controls scarce quantum access when machines can threaten encryption and become strategically sensitive technology?
The discussion links quantum computing with AI, banking, geopolitics and investment, ending on the possibility that quantum physics may force a rethink of reality itself.
What was said on this episode
32 statements · 18 positive · 9 negative · 4 mixed · 1 neutral
Current LLMs are programmed systems, not biological intelligence.
“They don't fit what we would classify as intelligence, which is a biological characteristic. These are programmed characteristics.”
Listen at 5:36
LLMs can create new outputs despite relying on human-generated data.
“It is able to create new things.”
Listen at 7:02
LLMs may fully replace lawyers in the foreseeable future.
“I think that's a very plausible scenario.”
Listen at 7:31
LLM-driven legal processes may produce a computer-oriented legal system.
“And eventually we will have a different legal system, which will be based on what computers are able to comprehend, like a code for a computer, rather than what humans are going to be able to understand.”
Listen at 8:57
Improving LLMs increase willingness to use them for risky tasks.
“And as they get better, your risk appetite becomes greater.”
Listen at 10:04
Small language models will be useful without eliminating valuable cloud data centers.
“There are phases in which SLMs will be very, very useful, but I don't see that necessarily meaning that huge cloud data centers aren't valuable.”
Listen at 12:16
Quantum computing is suited to optimization problems beyond binary computing.
“It does two types of things that binary compute is very bad at. The first is optimization.”
Listen at 14:00
Quantum computing can model drug interactions at higher resolution than binary computing.
“Quantum is operating at the vinyl level and it is able to model the way that a new drug will interact with your body.”
Listen at 15:12
Quantum-enabled ammonia research could reduce fertilizer production energy use.
“if we could understand actually how that bond was structured and how you could break it, potentially you could find out how it works and use a fraction of that energy.”
Listen at 15:49
Logical qubits are controllable and effectively usable quantum units.
“A logical qubit is one that you can control and use effectively.”
Listen at 16:59
Quantum machines may become useful at roughly 100 logical qubits.
“And then you have a machine that is useful.”
Listen at 18:58
Hundreds of logical qubits may enable new drug and material discoveries.
“As we start moving up to the hundreds, you know, the 300, 400, that is the point where we will be able to potentially discover new drugs or discover new materials.”
Listen at 19:42
Quantum computers may break encryption at an early-thousands qubit scale.
“somewhere in the early thousands, you will be able to reach Q-Day, which is breaking encryption.”
Listen at 20:39
Quantum threats primarily affect Bitcoin wallets rather than its underlying technology.
“The underlying technology is not necessarily impacted. What is impacted is the wallets.”
Listen at 21:04
Quantum computing is unlikely to become a consumer application soon.
“it's not likely to be a consumer application. for the foreseeable future”
Listen at 23:18
Small quantum optimization gains could create major competitive advantages.
“Optimization in terms of 1% saving in logistics or in farming or in weather prediction or any of these things is a huge competitive advantage.”
Listen at 24:00
Exclusive access to leading quantum computers could give pharmaceutical firms enormous advantages.
“if I'm a pharmaceutical company and I have access to the biggest and best quantum computer and no other pharmaceutical company does, my competitive advantage is enormous”
Listen at 24:24
Quantum computing could create winner-takes-all markets.
“it leads you into a winner-takes-all scenario.”
Listen at 25:11
Companies should invest heavily now to prepare for quantum computing.
“if you are not building today to be ready for them it will take you so long therefore you need to be investing incredibly heavily to make sure that you are not the kodak of the world”
Listen at 26:05
Finance may be quantum’s most valuable initial industry but needs many qubits for supremacy.
“finance, whilst probably the most valuable industry that quantum can go for in terms of raw cash day one, is a long way from having quantum supremacy because you need so many qubits.”
Listen at 27:05
JPMorgan invests heavily in Quantinuum to secure quantum access.
“JP Morgan is a big investor in Quantinua, the leading quantum company, because they want access to it.”
Listen at 27:41
Quantinuum is likely the world’s most advanced quantum company.
“they're likely to be the most advanced quantum company in the world.”
Listen at 33:11
Quantum networking and infrastructure are currently the most investable area.
“That area, to me, is the most... investable at the moment as if you wanted to invest in space.”
Listen at 35:34
A diversified portfolio of big tech and pure-play quantum firms is reasonable.
“As a portfolio approach, I think investing in the big tech companies and the companies that are pure play quantum companies as a portfolio approach is not a bad approach.”
Listen at 36:02
Small early leads in quantum can have substantial value.
“A small time lead is incredibly valuable.”
Listen at 36:58
Scientific bottlenecks could substantially delay quantum technology delivery.
“The big challenge will be that there are scientific problems that come up. that we cannot scale as fast as we want to, and therefore we have a massive delay in delivering these technologies.”
Listen at 37:19
Rapid quantum scaling could lead regulators to restrict systems to military use.
“These systems are not going to be available to people. They're going to be military machines”
Listen at 37:52
China would likely withhold highly capable quantum computers from commercial markets.
“if China developed quantum computers of that scale, they're not going to release them in the commercial market anyway.”
Listen at 38:25
Organizations should assess quantum’s effects on their operations now.
“Anyone that has heard about quantum and doesn't look into how it impacts their operations or what they do is doing themselves an injustice.”
Listen at 38:47
Gold is preferable to Bitcoin over a ten-year period.
“I would probably say gold now.”
Listen at 40:03
Bitcoin’s industry has been driven substantially by hype.
“The Bitcoin industry has been built on hype.”
Listen at 40:04
Quantum research may show information is more fundamental than energy and matter.
“maybe energy and matter are not the foundation of the universe, maybe information is.”
Listen at 41:28
Statements are attributed to the speaker as said on the episode and reflect their view at the time, not PodLume's. They are not advice.
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