Q2B25 Paris | Yonatan Cohen, Co founder & CTO, Quantum Machines

Q2B25 Paris | Yonatan Cohen, Co founder & CTO, Quantum Machines

🎙 Yonatan Cohen 👥 6K 📅 October 17, 2025 ⏱ 19 min 👁 135 📄 expert opinion 🧭 2026-08-16
Available in: English (current) Français

Keywords

quantum controlhybrid quantum-classicalOPXDGX Quantumquantum error correction

Summary

Yonatan Cohen, CTO of Quantum Machines, presents the company’s vision and progress towards building a quantum supercomputer. He emphasizes the critical role of quantum-classical integration, arguing that tightly coupling classical compute with quantum processors is essential for achieving quantum advantage. He traces the journey from the OPX, the first hybrid controller launched in 2019, which enabled real-time feedback and feedforward operations, to the OPX1000, which scales to thousands of qubits, and finally to the DGX Quantum, a collaboration with Nvidia that integrates quantum control with high-performance computing. He discusses the importance of low-latency communication, citing examples with Google, Diraq, and Alice & Bob. He outlines the next steps: scaling up control systems via ASICs and building a full architecture with multiple network layers to support hundreds of thousands of qubits. The talk concludes with a vision of a quantum supercomputer as an integrated system of quantum and classical resources.

149 words

Critical Evaluation

Value of the Information & Strength of the Argument

The talk provides valuable insights into the practical challenges of quantum computing, specifically the need for tight quantum-classical integration. Cohen argues convincingly that this integration is key to unlocking quantum advantage, citing concrete examples and collaborations. The argumentation is solid, backed by specific technical details and real-world demonstrations. However, as a company presentation, it naturally promotes Quantum Machines’ products and may overstate their uniqueness. The value lies in the technical depth and the strategic vision, which are informative for those interested in the quantum computing industry.

Scientific Rigor, Source Quality, Title Accuracy

The talk is a company presentation, so it is not a peer-reviewed scientific talk. However, Cohen references specific collaborations and papers (e.g., a 2023 paper categorizing hybrid use cases) and mentions partnerships with Google, Nvidia, Diraq, and Alice & Bob. The title accurately reflects the content. The scientific rigor is moderate: while the technical claims are plausible and align with known developments, they are not independently verified. The talk is more of an expert opinion and company roadmap than a rigorous scientific presentation.

184 words

Title / Content Match

The title accurately reflects the content: a talk by Yonatan Cohen at Q2B25 Paris about Quantum Machines' approach to quantum supercomputers.

Quality & Reliability

7/10

The speaker is a co-founder and CTO of Quantum Machines, a leading quantum control company. The talk presents technical details and collaborations with major players (Google, Nvidia, Diraq, Alice & Bob). However, it is a company presentation, so there is potential bias. Claims are not independently verified, but the technical depth and specific examples lend credibility.

Key Moments

Cited Sources

Concurring Sources

  • Quantum Machines website — Company website with product information and technical details.

Contribution & Novelties

The talk provides an insider’s perspective on the development of quantum-classical integration, specifically Quantum Machines’ hybrid control approach. It highlights the importance of low-latency feedback and feedforward, and presents a concrete roadmap for scaling quantum systems. The novelty lies in the detailed description of the OPX and DGX Quantum systems and their applications.

Pour aller plus loin :

  • Quantum error correction — Relevant to the discussion of error correction in the context of quantum supercomputers.
  • Reinforcement learning — Used in the example of optimizing GHZ preparation.
  • Nvidia Grace Hopper — The CPU-GPU superchip used in DGX Quantum.

97 words

Radar Profile

The radar profile shows high scores in technical level and quantity of information, reflecting the speaker's expertise and the depth of the talk. The quality and reliability scores are slightly lower, likely due to the promotional nature of the presentation. Overall, the talk is informative and technically sound, but should be viewed with an awareness of its commercial context.

Reliability 7/10

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