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REVIEW 3 major objections 4 minor 46 references

Exploring Quantum Responsible Innovation efforts in Canada and the world

T0 review · 3 major / 4 minor · reviewed 2026-08-06 · deepseek-v4-flash

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Pith's one-line read Canada's National Quantum Strategy emphasizes the Quantum Race more than any surveyed peer while underweighting Inclusion, Complementary Innovation, and Education and Dialogue.

desk verdict Timely comparative survey, but the Canada-leading P03 claim rests on an unvalidated keyword proxy with no underlying data released. read the letter →

arxiv 2507.05192 v2 pith:KWLD4ZAL submitted 2025-07-07 physics.soc-ph quant-ph

Ria Chakraborty , Bruna S. de Mendonça , Katya Driscoll , Rodolfo R. Soldati , Ray Laflamme This is my paper
classification physics.soc-phquant-ph
keywords ResponsibleInnovationquantumtechnologiesnationalstrategyCanadapolicykeywordanalysisraceinclusionanddialogue
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper asks whether countries building quantum technologies are also building in responsibility. It takes a published set of ten Responsible Innovation principles, searches nine national quantum strategy documents for keywords tied to each principle, and verifies in context that each mention really addresses the principle. The headline result is that Canada's National Quantum Strategy puts a larger share of its responsibility-relevant statements into the Quantum Race principle—international collaboration for a competitive edge—than any other surveyed country, while devoting smaller shares to Inclusion, Complementary Innovation, and Education and Dialogue than its peers. The authors read this as a gap to close and propose specific policy moves, from funding social-science research to educating policymakers and building inclusive partnerships with developing nations.

What carries the argument

The load-bearing tool is a ten-principle Responsible Innovation framework translated into a keyword list for each principle, applied to nine national quantum strategy documents. For every keyword hit, the authors read the surrounding sentence to confirm that it actually addresses the principle, then count the confirmed mentions and convert them to percentages of the total responsibility-relevant quotes in each document. The percentages in Table 2 are what carry the comparative claims about Canada.

What would settle it

Re-run the analysis on the same nine National Quantum Strategy documents with an independently constructed keyword set, or with expert annotators who are blind to the categories, and check whether Canada still ranks first on Quantum Race and below peers on Inclusion, Complementary Innovation, and Education and Dialogue; a different ranking would show the finding is an artifact of the keyword choices.

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Extended reading notes

Core claim

On the paper's own terms, the discovery is a comparative measurement: using context-verified keyword counts, Canada's National Quantum Strategy scores 40% of its responsibility-related statements on Principle 03 (Quantum Race), the highest such share among Australia, Canada, Denmark, Ireland, the Netherlands, South Africa, South Korea, the United Kingdom, and the United States, while scoring 5% on Inclusion (P06), 9% on Complementary Innovation (P08), and 9% on Education and Dialogue (P10). The authors interpret this as evidence that Canada's strategy is more oriented toward international collaboration and competitive positioning than toward the social and cross-disciplinary dimensions of responsible quantum innovation. They also survey Canadian initiatives—a British Columbia centre for responsible quantum innovation, a Sherbrooke institute building impact-assessment tools, a Waterloo open-source quantum computer project, and policy work tied to the G7 process—as evidence that parts of the ecosystem are already working on the underweighted principles, even if the national strategy itself is not.

Load-bearing premise

The conclusions depend on the assumption that the share of context-verified keyword mentions in a strategy document measures how much that document really addresses each Responsibility principle.

Editorial extensions

If this is right

  • If the measurement is valid, Canada's National Quantum Strategy is currently the most Quantum-Race-heavy strategy among the nine surveyed, meaning its stated priorities emphasize international collaboration over domestic social engagement.
  • Bringing Canada's strategy closer to the Responsible Innovation framework would require shifting attention toward Inclusion, Complementary Innovation, and Education and Dialogue, not just adding ethics language.
  • Because Inclusion and Education feed Societal Relevance, underweighting them likely weakens the strategy's ability to identify societally relevant quantum applications.
  • The comparison covers only English-language, publicly available strategies, so the ranking is among nine accessible documents rather than all national quantum strategies.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Beyond the paper, the same keyword-counting method could serve as a low-cost policy monitor: tracking the ten principles across successive versions of one country's strategy would show whether stated attention to inclusion and dialogue actually grows over time.
  • A testable extension would apply the same method to non-English or non-public strategies, which the paper set aside, to see whether the Global North-South pattern it suspects holds when more documents are included.
  • The paper's assumption that keyword frequency tracks policy commitment could be stress-tested by comparing keyword counts against actual budget allocations or enacted programs in the same countries.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

3 major / 4 minor

Summary. The paper assesses national quantum strategies (NQS) from nine countries through the lens of the Ten Principles for Responsible Quantum Innovation proposed by Kop et al. The authors count context-verified keyword mentions in each NQS document, express them as percentages per principle, and compare countries. They report that Canada places the strongest emphasis on Principle 03 (Quantum Race) among the surveyed countries while paying relatively little attention to Principles 06 (Inclusion), 08 (Complementary Innovation), and 10 (Education and Dialogue). The paper also surveys Canadian responsible-innovation initiatives (e.g., CRQIT, Institut Quantique, Open Quantum Design, CIGI) and offers policy recommendations, including allocating NQS funding to social-science research.

Significance. If the comparative results are trustworthy, the paper provides a useful snapshot of how national strategies align with an emerging responsible-innovation framework for quantum technologies. The novelty lies in applying Kop et al.'s principles to a set of official strategy documents and in highlighting Canada's position. The authors are transparent about their method (keyword search with contextual verification) and explicitly limit their scope to English-language, publicly available documents. However, the headline claim rests entirely on Table 2, for which no raw data or coding reliability information is provided; this currently prevents independent verification and weakens the evidentiary basis for the paper's central comparison.

major comments (3)
  1. [Section 1, Table 2] The central claim that Canada emphasizes P03 more than any other surveyed country and underemphasizes P06, P08, and P10 is based entirely on the percentages in Table 2. The paper does not provide the raw quote counts, the full list of quotes assigned to each principle, or any inter-coder reliability statistics. Without these, a reader cannot determine whether the percentages are robust or an artifact of the authors' subjective contextual judgments. The authors should make the underlying data available as supplementary material and report at least one independent coding pass on a subset of documents, with a measure of agreement such as Cohen's kappa.
  2. [Section 1, Table 1] The keyword set for P03 conflates 'race' with 'international' and 'collaboration', even though the principle is defined as 'Seek international collaboration based on shared values'. If many Canadian sentences counted under P03 are about winning the quantum race rather than about shared-value collaboration, then the conclusion that Canada demonstrates 'a particular focus on international collaboration' does not follow from the counts. The authors should disaggregate P03 mentions into 'competition/race' and 'collaboration/international' categories, or report a sensitivity analysis that removes 'race' from the keyword list, to show whether the Canada-leading P03 share is robust.
  3. [Section 3, paragraph 4] The recommendation to allocate a portion of NQS funding to social-science research cites reference [43], an 'in preparation' paper by two of the authors (Chakraborty and Laflamme) and a colleague. Using an unpublished, self-referential work as the sole support for a policy proposal is questionable; the claim should either be supported by published literature or clearly presented as the authors' own suggestion rather than as an external finding. This also creates a circularity concern, as the recommendation is effectively based on the same authors' prior or ongoing work.
minor comments (4)
  1. [Section 1, 'International'] The paper states 'We disregard NQS documents that are not in English or not publicly available' but the abstract and title use 'the world' and 'international'. The authors should temper these global framings or explicitly acknowledge that the comparison covers only nine English-language strategies, because the selection bias could affect the rank ordering of principles.
  2. [References [20] and [26]] References [20] and [26] contain duplicated author names ('A. Auffèves. A. Auffèves' and 'Danish Government. Danish Government'); these should be corrected.
  3. [Section 2, first paragraph] There is a typographical error in 'The CanadianNQSaimstoestablishCanadaasaworldleaderonthequantumdevelopment stage' — missing spaces between words.
  4. [Table 2] The table shows percentages without reporting the total number of quotes per document. Adding the raw counts (or a separate column with the total) would help readers interpret the proportions and compare documents of different lengths.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity: the keyword-count comparison is self-contained, externally benchmarked to Kop et al., and the only self-citation is a minor in-preparation reference that does not bear on the central measurement.

full rationale

The paper's central claim—that Canada's National Quantum Strategy emphasizes P03 more than other surveyed countries while giving less attention to P06, P08, and P10—is derived from a transparent content-analysis procedure: keywords defined in Table 1, context verification of sentences, and counts compiled in Table 2. The framework itself is external: 'We use Kop et al. [2] to determine the grounds for comparison,' and the authors explicitly state 'We do not attempt to define new criteria.' No equation is fitted, no parameter is estimated from the data and then renamed a prediction, and no conclusion is obtained by construction from an input definition. The P03 keyword set includes 'Race, international, collaboration,' which is a validity concern (the measure may mix competitive and cooperative framings), but that is a question of construct validity, not circularity: the counts are not logically forced by the keyword definitions to yield Canada's 40% figure or the cross-country ordering. The only self-reference is reference [43], an in-preparation work by Chakraborty, de Laat, and Laflamme, cited to support the recommendation that NQS funding should include social science research. That citation is not load-bearing for the measurement or the comparative conclusion; it is a minor suggestion-supporting reference. The paper is also self-aware about its scope, explicitly noting that non-English or unavailable NQS documents were disregarded. Overall, the derivation chain is self-contained and externally anchored, so the appropriate finding is no significant circularity.

Assumptions & free parameters 0 free parameters · 3 assumptions · 0 invented entities

The paper introduces no new entities, forces, or fitted constants. Its load-bearing assumptions are methodological: the validity of keyword frequency as a proxy for policy emphasis, the choice of which documents count as NQS, and the adoption of the ten-principle framework as the normative benchmark. These assumptions are stated or implied in Section 1 and the Table 2 caption.

assumptions (3)
  • domain assumption The frequency of context-verified keyword mentions in NQS documents is a valid measure of policy emphasis on each RI principle.
    The entire Table 2 and the Canada comparison rest on this proxy. It is introduced in Section 1 and not empirically validated against alternative measures such as budget allocations or implementation actions.
  • domain assumption The CIFAR report and Qureca listing define the authoritative set of National Quantum Strategy documents.
    The paper states it uses the CIFAR report and Qureca to decide what counts as an NQS, and it excludes non-English documents, which is a selection choice that shapes the comparison.
  • domain assumption The ten principles from Kop et al. are an appropriate normative benchmark for evaluating national quantum strategies.
    The paper adopts the framework without comparing it to other RI frameworks or justifying its completeness, which matters because the conclusions are framed as gaps relative to this specific set of principles.

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Cite this review

Pith. "Pith review of Exploring Quantum Responsible Innovation efforts in Canada and the world." pith.science (2026). https://pith.science/paper/KWLD4ZAL

@misc{pith2026250705192,
  author       = {Pith},
  title        = {Pith review of: Exploring Quantum Responsible Innovation efforts in Canada and the world},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/KWLD4ZAL}},
  note         = {Machine review of arXiv:2507.05192}
}
read the original abstract

The global landscape for quantum technologies (QTs) is rapidly changing, and proper understanding of their impact and subsequent regulations need to match this pace. A Responsible Innovation (RI) approach and guiding principles have been proposed to accompany this development. We examine practical efforts globally and in Canada, from industry to research to governments, and analyze the current status of quantum technological advances under the RI framework. We analyze and compare what is being done internationally, identify gaps in the Canadian strategy, propose initiatives to fill those gaps, and highlight areas where Canada is leading or where more work is needed.

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Reference graph

Works this paper leans on

46 extracted references · 43 canonical work pages

  1. [43]

    Chakraborty, K

    R. Chakraborty, K. de Laat, and R. Laflamme, Canada’s Migration to Post-Quantum Cryptography: Evaluating the Strategic Leadership Roles of Public and Private Sectors, In preparation, 2025. 9

    work page 2025

  2. [1]

    Kung and M

    J. Kung and M. Fancy, A Quantum Revolution: Report on Global Policies for Quan- tum Technology, CIFAR, Apr. 2021. https://cifar.ca/wp-content/uploads/ 2021/05/QuantumReport-EN-May2021.pdf(accessed 2025-05-13)

    work page 2021

  3. [2]

    Kop et al., Ten Principles for Responsible Quantum Innovation, Quantum Sci

    M. Kop et al., Ten Principles for Responsible Quantum Innovation, Quantum Sci. Technol., 9, 035013 (Apr. 2024)

    work page 2024

  4. [3]

    K. A. Burch, S. Finlay-Smits, and T. Roberson, Responsible Innovation Is Not Com- fortable: A Call for Grounded, Embodied Reflexivity When Doing RI, J. Responsible Innov., 11, 2427429 (Dec. 2024)

    work page 2024

  5. [4]

    Gierten and M

    D. Gierten and M. Lesher, Assessing National Digital Strategies and Their Gover- nance, OECD, May 2022.https://www.oecd.org/en/publications/assessing- national-digital-strategies-and-their-governance_baffceca-en.html (ac- cessed 2025-05-06)

    work page 2022

  6. [5]

    2024.https://www.qureca.com/ quantum-initiatives-worldwide/(accessed 2025-05-08)

    Qureca, Quantum Initiatives Worldwide 2025, Apr. 2024.https://www.qureca.com/ quantum-initiatives-worldwide/(accessed 2025-05-08)

    work page 2025

  7. [6]

    United Nations, IYQ 2025,https://quantum2025.org/(accessed 2025-04-22)

    work page 2025

  8. [7]

    2024.https://www

    Quantum Economy Network, Quantum Economy Blueprint, Jan. 2024.https://www. weforum.org/publications/quantum-economy-blueprint/ (accessed 2025-04-22)

    work page 2024

Show all 46 references
  1. [8]

    Di Meglio et al., CERN Quantum Technology Initiative Strategy and Roadmap, Zenodo, Jan

    A. Di Meglio et al., CERN Quantum Technology Initiative Strategy and Roadmap, Zenodo, Jan. 2022.https://zenodo.org/record/5553774(accessed 2025-06-12)

    2022

  2. [9]

    2024.https://open-quantum- institute.cern/wp-content/uploads/2025/03/GESDA_OQI_Intelligence- Report-2024_Final.pdf

    Open Quantum Institute, Intelligence Report on Quantum Diplomacy for the Sustainable Development Goals (SDGs), CERN, Oct. 2024.https://open-quantum- institute.cern/wp-content/uploads/2025/03/GESDA_OQI_Intelligence- Report-2024_Final.pdf

    2024

  3. [10]

    White Paper, CERN, Oct

    Open Quantum Institute, SDG Use Cases. White Paper, CERN, Oct. 2024. https://open-quantum-institute.cern/wp-content/uploads/2024/12/OQI_ WhitePaper2024.pdf

    2024

  4. [11]

    Working Paper, Jan

    OECD, A Quantum Technologies Policy Primer. Working Paper, Jan. 2025. https://www.oecd.org/content/dam/oecd/en/publications/reports/2025/ 01/a-quantum-technologies-policy-primer_bdac5544/fd1153c3-en.pdf. 6

    2025

  5. [12]

    AWO Agency, Quantum Computing and the G-77, Apr. 2024. https: //www.ivir.nl/publications/quantum-computing-and-the-g-77/quantum- computing-and-the-g-77/(accessed 2025-04-22)

    2024

  6. [13]

    Loos et al., Potentials and Needs of the Quantum Computing-Ecosystem, Nov

    S. Loos et al., Potentials and Needs of the Quantum Computing-Ecosystem, Nov

  7. [14]

    van Dongen and H

    E. van Dongen and H. Weiglhofer, Quantum Humanities Network EN, https://www.uibk.ac.at/projects/iqel/team/quantum-humanities- network/index.html.en(accessed 2025-04-22)

    2025

  8. [15]

    Malaysia Quantum Information Initiative, MyQI - About,https://www.myqi.my/ about(accessed 2025-06-13)

    2025

  9. [16]

    Quantum Ethics Project,https://www.quantumethicsproject.org (accessed 2025- 04-21)

    2025

  10. [17]

    Arrow, Don’t Believe the Hype — Quantum Tech Can’t yet Solve Real-World Problems, Nature, 640, 572 (Apr

    J. Arrow, Don’t Believe the Hype — Quantum Tech Can’t yet Solve Real-World Problems, Nature, 640, 572 (Apr. 2025)

    2025

  11. [18]

    Ruane et al

    J. Ruane et al. Quantum Index Report 2025. June 2025.https://arxiv.org/abs/ 2506.04259(accessed 2025-06-07)

    2025 arXiv

  12. [19]

    Berger et al., Quantum Technologies for Climate Change: Preliminary Assessment, June 2021.https://arxiv.org/abs/2107.05362(accessed 2025-04-22)

    C. Berger et al., Quantum Technologies for Climate Change: Preliminary Assessment, June 2021.https://arxiv.org/abs/2107.05362(accessed 2025-04-22)

    2021 arXiv

  13. [20]

    Auffèves

    A. Auffèves. A. Auffèves, Quantum Technologies Need a Quantum Energy Initiative, PRX Quantum, 3, 020101 (June 2022)

    2022

  14. [21]

    Acampora et al

    G. Acampora et al. Quantum Computing and Artificial Intelligence: Status and Perspectives. May 2025. https://arxiv.org/abs/2505.23860 (accessed 2025-06- 02)

    2025 arXiv

  15. [22]

    Acampora et al

    G. Acampora et al. Feedback to Quantum Strategy of the EU. June

  16. [23]

    Australian Government Department of Industry, Science and Resources, National Quantum Strategy, 2023.https://www.industry.gov.au/sites/default/files/ 2023-05/national-quantum-strategy.pdf(accessed 2025-05-06)

    2023

  17. [24]

    https://ised-isde.canada.ca/site/ national-quantum-strategy/sites/default/files/attachments/2022/NQS- SQN-eng.pdf(accessed 2025-05-05)

    Innovation, Science, Economic Development Canada, Canada’s National Quantum Strategy, Government of Canada, 2022. https://ised-isde.canada.ca/site/ national-quantum-strategy/sites/default/files/attachments/2022/NQS- SQN-eng.pdf(accessed 2025-05-05)

    2022

  18. [25]

    ISBN: 978-87-93807- 66-2

    Danish Government, Denmark’s Strategy for Quantum Technology Part 1, Ministry of Higher Education and Science, June 2023. ISBN: 978-87-93807- 66-2. https://ufm.dk/en/publications/2023/strategy-for-quantum-technology-part-1- 2013-world-class-research-and-innovation. 7

    2023

  19. [26]

    Danish Government, Denmark’s National Strategy for Quan- tum Technology Part 2, Ministry of Industry, Business and Financial Affairs, Sept

    Danish Government. Danish Government, Denmark’s National Strategy for Quan- tum Technology Part 2, Ministry of Industry, Business and Financial Affairs, Sept

  20. [27]

    Department of Further and Higher Education, Research, Innovation and Science, Quantum 2030 - A National Quantum Technologies Strategy for Ireland, Nov. 2023. https://www.gov.ie/en/department-of-further-and-higher-education- research-innovation-and-science/publications/quantum-...

    2023

  21. [28]

    Quantum Delta, National Agenda on Quantum Technology: The Nether- lands as an International Centre for Quantum Technology, Sept. 2019. https://qutech.nl/2019/09/16/national-agenda-on-quantum-technology- the-netherlands-as-an-international-centre-for-quantum-technology/ (access...

    2019

  22. [29]

    2021.https://saquti.org/resources/(accessed 2025-05-14)

    South African Quantum Technology Initiative, SAQUTI Framework Resources, Jan. 2021.https://saquti.org/resources/(accessed 2025-05-14)

    2021

  23. [30]

    Ministry of Science and ICT, Korea’s National Quantum Strategy, https://www.msit.go.kr/eng/bbs/view.do?sCode=eng&mId=10&mPid=9& pageIndex=&bbsSeqNo=46&nttSeqNo=18&searchOpt=ALL&searchTxt= (accessed 2025-05-08)

    2025

  24. [31]

    Department for Science, Innovation and Technology, UK National Quantum Strategy, Mar. 2023. https://www.gov.uk/government/publications/national-quantum- strategy(accessed 2025-05-13)

    2023

  25. [32]

    quantum.gov/strategy/(accessed 2025-05-15)

    US National Quantum Initiative, US’s National Quantum Strategy,https://www. quantum.gov/strategy/(accessed 2025-05-15)

    2025

  26. [33]

    Centre for Responsible Quantum Innova- tion and Technology

    Quantum Algorithms Institute. Centre for Responsible Quantum Innova- tion and Technology. https://www.qai.ca/centre-for-responsible-quantum- innovation-and-technology(accessed 2025-05-06)

    2025

  27. [34]

    Rapport Annuel 2023–2024

    University of Sherbrooke. Rapport Annuel 2023–2024. 2024. https://www. usherbrooke.ca/iq/fileadmin/sites/iq/uploads/iQ_RA_2023-2024_vf.pdf. (accessed 2025-05-06)

    2023

  28. [35]

    Open Quantum Design.https://openquantumdesign.org/(accessed 2025-05-06)

    2025

  29. [36]

    M. P. A. Murphy. Canada’s Alliance Politics and the Revolution in Quantum Mil- itary Affairs. Dec. 2024. https://www.cigionline.org/publications/canadas- alliance-politics-and-the-revolution-in-quantum-military-affairs/ (ac- cessed 2025-06-16)

    2024

  30. [37]

    M.P.A.Murphy.DigitalEthics, Gender-BasedAnalysisandCanada’sQuantumStrat- egy. Aug. 2024. https://www.cigionline.org/publications/digital-ethics- gender-based-analysis-and-canadas-quantum-strategy/ (accessed 2025-06- 16). 8

    2024

  31. [38]

    M. P. A. Murphy. Canada as a Norm Entrepreneur in Quantum Science and Technol- ogy.Mar.2025. https://www.cigionline.org/publications/canada-as-a-norm- entrepreneur-in-quantum-science-and-technology/(accessed 2025-06-16)

    2025

  32. [39]

    K. Csenkey. Governing the Risks of Quantum-Enhanced Transportation Systems. Feb. 2025. https://www.cigionline.org/publications/governing-the-risks- of-quantum-enhanced-transportation-systems/(accessed 2025-06-16)

    2025

  33. [40]

    Transformative Technologies — AI and Quantum.https://www.think7

    Think 7. Transformative Technologies — AI and Quantum.https://www.think7. org/task-forces/transformative-technologies-ai-and-quantum/ (accessed 2025-06-10)

    2025

  34. [41]

    Think 7. Enabling Quantum Technology Cooperation: A Strategic Priority for the G7 Ecosystem in the Global Race.https://www.think7.org/publications/enabling- quantum-technology-cooperation-a-strategic-priority-for-the-g7- ecosystem-in-the-global-race/(accessed 2025-04-23)

    2025

  35. [42]

    Z. C. Seskir et al., Democratization of Quantum Technologies, Quantum Sci. Technol., 8, 024005, 2023

    2023

  36. [2023]

    https://www.eng.em.dk/publications/2023/national- strategy-for-quantum-technology

    ISBN: 978-87-94224-57-4. https://www.eng.em.dk/publications/2023/national- strategy-for-quantum-technology

    2023

  37. [2024]

    https://publica.fraunhofer.de/entities/publication/6f66f4ec-725f- 46e5-bd4f-d1e69af0b375(accessed 2025-06-17)

    2025

  38. [2025]

    https://ec.europa.eu/info/law/better-regulation/have-your- say/initiatives/14675-Quantum-Strategy-of-the-EU/F3563275_en (accessed 2025-06-13)

    2025

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