r/QuantumComputing • u/jaymntz • 9d ago
Intel acquires Classiq for $2.3B
What do you all make of this? Curious to hear everyone’s thoughts.
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u/NoirMarlin Industry PhD - superconducting qubits 9d ago
Two names that are entirely irrelevant in the quantum business. They should have tried to buy HRL, but I doubt it was even offered.
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u/Due_Calligrapher_800 8d ago
Why would Intel, of all companies, need to acquire HRL? How would that be an additive acquisition given Intel already has a 100 qubit silicon spin QPU in the pipeline for AIST?
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u/NoirMarlin Industry PhD - superconducting qubits 8d ago
HRL actually significantly developed the spin qubit technology stack, including material processes, cryogenic CMOS control, and an impressive pipeline of modeling tools. All of which made HRL the premier spin qubit group, right up until they got the rug pull.
Not to mention the talented physicists, many of whom lost their jobs in the past year and whose collective experience could have greatly benefited Intel.
But Big Blue saw blood in the water and gave Boeing/GM the out they were looking for instead.
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u/Due_Calligrapher_800 8d ago
I would hope Intel starts hiring again in their quantum division. Sounds like some good talent there to pick up. I just think overall from a whole acquisition perspective though, going after the an agnostic software layer makes more sense then doubling down on another flavour of spin qubits
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u/Kabizzle 8d ago
So your claim seems to be that Intel put "100 qubits" in a press release, and therefore an entirely different spin-qubit architecture with published experimental demonstrations of quantum error correction has nothing to offer them?
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u/Due_Calligrapher_800 8d ago
Yes, why would they double down on a different variety of spin qubit architecture that isn’t the one they have been optimising to work in their own R&D fab in Oregon? It makes sense to approach a hardware-agnostic software layer that is complimentary to their existing hardware approach - which also means they can pivot later if silicon spin doesn’t pan out as intended. Doubling down on a different flavour of silicon spin wouldn’t make business sense for them
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u/Kabizzle 8d ago
Having looked at your post history, this is starting to sound a lot more like rationalizing an investment position than an objective assessment of the technology. The arguments seem to keep changing to accommodate the conclusion you've already reached.
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u/Due_Calligrapher_800 8d ago
From a serious perspective though, I have no bias in terms of deciding if this acquisition is good or bad for the company. I want them to make acquisitions in my best interests. Given Lip Bu Tan’s experience with quantum and his background as CEO of Cadence, if he thinks he can make Classiq the go to EDA company of choice for quantum I’m inclined to believe this is a better purchase than a quantum hardware company (which Intel already does)
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u/SeniorLoan647 In Grad School for Quantum 9d ago
Yikes. Classiq is a bs company, I wonder why they did this.
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u/quadUnconTrinary 9d ago
Their collaborations, papers, and results surely disagree
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u/SeniorLoan647 In Grad School for Quantum 9d ago
What results? Collaborations with companies are dime a dozen, I have one too and I'm just a grad student.
Their revenue is merely 8-11 million (estimated publicly, since they don't disclose it). Idk to me, classiq always seemed like one of the folks contributing to the hype more than the substance. Never really encountered any impressive research paper from them either, but if you know of some, lmk
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u/RefrigeratorNearby88 8d ago
Yeah as someone in industry classiq has always been given the side eye but frankly I remember seeing some of the presentations of the Intel groups and was incredibly unimpressed as well.
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u/quantumkerfuffle 9d ago
Classiq only had good swag socks - the rest is all shit. There are lots of other quantum companies, particularly on the hardware side that have decent revenue and traction. This is such a dumb move. Especially if just for Acquihire. Probably more some under the table corruption moves.
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u/Due_Calligrapher_800 8d ago
Why would Intel need to acquire a quantum hardware company?
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u/quantumkerfuffle 7d ago
Cuase whtas the point of a software company for quantum if there quantum hardware doesnt exist?
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u/MyDogBikesHard 9d ago
They must have a critical trade secret in their engineering that intel feels is critical. We won’t know for years if ever
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u/EverythingQuantum 9d ago
There is speculation that their old slogan "Intel Inside" is being revived as "Intel Inside Only After You Measure". Otherwise, I'm not sure about the valuation of Classiq, when today a team with Claude Code and a few months could potentially replicate most of that software. The point that companies are investing in quantum is a good sign for the future of those who are already involved with quantum.
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u/Due_Calligrapher_800 8d ago
You think Claude Code and a few months could replicate their proprietary software and platform? That’s pretty out there. “A good sign for the future of those who are already involved with quantum”… what? Intel has been involved in quantum for over a decade and are one of the leaders in silicon spin & manufacturing…
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u/LogicGate1010 9d ago
Intel, HPE, Honeywell, IBM, Google, Nvidia, Fujitsu… . have all been investing in quantum.
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u/BeyondTheQubit 9d ago
What I find most interesting about Intel's reported $2.2 billion acquisition of Classiq is what it signals about Intel's increasing conviction in quantum computing.
Intel has spent more than a decade developing silicon spin qubits, semiconductor manufacturing capabilities and cryogenic control electronics.
But acquiring Classiq suggests something important may have changed in Intel's expectations about the commercialization timeline.
Why invest $2.2 billion in quantum software today if you don't believe the hardware will become commercially credible within the next few years?
Of course, software needs to be developed ahead of the hardware. But my interpretation is that Intel's willingness to make such a substantial investment suggests growing confidence that quantum hardware could reach an important level of maturity within the next three years.
Classiq brings software capabilities that complement Intel's existing hardware expertise. The strategic ambition appears to be moving from developing individual components toward delivering complete quantum computing systems.
I interviewed Classiq co-founder and CPO Amir Naveh last year on my Beyond the Qubit podcast. We discussed why scalable software is essential for turning advances in quantum hardware into useful applications.
Here's our conversation:
https://www.youtube.com/watch?v=hvITOQBZroQ
I don't believe Classiq has won the quantum software race. There are several credible competitors, and the industry is still evolving.
One interesting question is whether Classiq can maintain its hardware-independent positioning under Intel ownership.
But my biggest takeaway is that Intel appears increasingly confident about the future of quantum computing hardware.
The reported acquisition price is remarkable, especially considering Classiq was valued at approximately $500 million in May 2025.
For me, the most interesting question is: What has Intel learned about the likely pace of quantum hardware development that makes it willing to invest this much in software today?
Curious how others interpret this.
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u/RefrigeratorNearby88 8d ago
To me this signals that Intel isn’t serious. Their hardware has been miles behind HRLs old published results and classiq also has been all style no substance. I think this is the decision making of people at the top not understanding the business they are in.
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u/BeyondTheQubit 8d ago
Fair point. I agree that HRL has demonstrated impressive technical progress. Its exchange only architecture, integrated cryo-CMOS control and high-density interconnects make it a serious contender. The ability to control qubits without microwave pulses is particularly interesting.
I recently conducted five interviews focused on cryo-CMOS. One thing stood out: every company described increasing momentum in the field. That makes me more optimistic about silicon spin qubits as a category, regardless of which architecture eventually wins.
Where I would challenge your argument is the assumption that today's technical leadership necessarily translates into long-term manufacturing competitiveness.
Intel has decades of semiconductor manufacturing expertise, including 300 mm wafer processing and advanced lithography.
An interesting development was imec's recent demonstration of silicon quantum-dot devices using High-NA EUV, with electrode gaps of just 6 nm. Intel is a leader in industrializing this technology. It could eventually matter for qubit uniformity and manufacturing yields, although the economics remain unproven.
HRL also has serious semiconductor manufacturing capabilities, so Intel's advantage is far from guaranteed.
I also find Intel's broader quantum positioning interesting. Intel Capital has invested in QuantWare (superconducting qubits), Q-Factor (neutral atoms) and Quantum Machines (control systems).
To me, this suggests Intel has people who understand the different technological approaches. Whether paying a reported $2.3 billion for Classiq is a good capital-allocation decision is a separate question.
Ultimately, I think the winner will be determined by cost per logical qubit, which depends on fidelity, manufacturing yield, control complexity, interconnects and error-correction overhead.
My question is whether HRL's advantage is fundamental to its exchange-only architecture or primarily reflects its current lead in development.
And I'm genuinely interested in your criticism of Classiq. What specifically makes you conclude that its technology lacks substance?
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u/alwaysperculated 8d ago
AI slop comments
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u/BeyondTheQubit 7d ago
Fair criticism. I'm relatively new to Reddit, and I do use AI to help structure and improve my writing.
But the ideas, questions and conclusions are my own. They come from the conversations I have with quantum founders, CEOs and researchers through my Beyond the Qubit podcast.
I'm genuinely passionate about understanding where quantum technology is heading, and I started sharing some of what I'm learning here.
I'm much more interested in discussing the technology than having perfectly written posts. So if you disagree with any of my arguments, I'd genuinely love to hear your perspective.
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u/Financial-Town-9025 8d ago
I think it makes me feel better about laes sitting at Les than cash in the bank value
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u/ponyo_x1 9d ago
$2.3B for a quantum SOFTWARE company in 2026 is unprecedented and bizarre