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Topic dossier · Quantum Technologies

Responsible quantum innovation

Quantum technologies raise questions of security, equity, dual use and honesty about what they can do. Export controls restrict trade in some quantum items, a few countries and firms hold most capability, and inflated claims can misdirect public money. This page sets out the governance questions quantum innovation raises, how they are being addressed, and what evidence serves the governments, funders and researchers shaping it.

Systems · around this subjectDesign, not a record

Post-quantum migration tracker

Responsible quantum innovation · Crypto inventory · Wave 4

Long-lived data at riskGCRI · Quantum Technologies

Migration

  1. Inventoryall crypto
  2. Prioritisedata lifetime
  3. Selectstandard algorithms
  4. Hybrid deployclassical and PQC
  5. Testinterop
  6. Cut overretire

Systems by priority

Archive signingRSA-204818ML-DSA hybridPiloting
VPN gatewayECDH10ML-KEM hybridPlanned
Payments HSMRSA-30729Vendor roadmapBlocked
Web TLSECDHE2Hybrid key exchangeDone

Progress

Inventoried72 pct · req 100Hybrid deployed23 pct · req 50Retired13 pct · req 25
Post-quantum migration tracker: the screen's structure, terms and states for Responsible quantum innovation.Placeholder names and illustrative values; a design, not a record or a live system.

Fig.Post-quantum migration tracker. Design wireframe with placeholder names and illustrative values, not a record or a live system.

01In brief

The short answer.

Responsible quantum innovation is the practice of developing quantum technologies with attention to security, equity, dual use and honest claims. Export controls restrict some trade, capability concentrates in a few countries and firms, and inflated claims can misdirect public money and security planning.

02Geography

Connected activity in Japan and Korea.

For responsible quantum innovation, in GCRI's spatial-intelligence reading, the map opens on night lights, population density and true-colour imagery with true colour from NASA GIBS, framed on Japan and Korea; every other NASA layer, live feed and forecast waits in the layer list.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 3

Connected activity, for this page

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

For responsible quantum innovation, in GCRI's spatial-intelligence reading, the map opens on night lights, population density and true-colour imagery with true colour from NASA GIBS, framed on Japan and Korea; every other NASA layer, live feed and forecast waits in the layer list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · Copernicus Sentinel-2 L2A · NASA HLS S30Sources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MODIS land products (vegetation indices, gross primary production, land cover), NASA LP DAAC and LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Observed (EO): Copernicus Sentinel-2 L2A (contains modified Copernicus Sentinel data 2026), Microsoft Planetary Computer
  • Observed (EO): NASA HLS S30 (contains modified Copernicus Sentinel data 2026). We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
  • Optional layers (35 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026
  • Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC · 2024
  • Enhanced vegetation index, rolling 8 days: MODIS Terra EVI, NASA LANCE · 13 Oct 2026
  • Vegetation greenness (NDVI), rolling 8 days: MODIS Terra NDVI, NASA LANCE · 13 Oct 2026

03The question

Responsible quantum innovation: how the risk develops.

Dual-use, equity and uncertainty. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

Mechanism

Dual use is built in

Quantum computing threatens current cryptography and quantum sensing has military uses, so the same research serves civilian and security ends.

Mechanism

Export controls restrict diffusion

Several countries control exports of specified quantum computers, components and software, affecting collaboration and markets.

Mechanism

Capability is concentrated

Most investment, patents and expertise sit in a few countries and firms, raising concerns about an emerging quantum divide.

Mechanism

Hype misleads decisions

Overstated claims of near-term advantage can distort funding, procurement and security planning. Claims discipline is part of responsible innovation.

04Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Dual useTechnology or research that can serve both civilian and military purposes.
Export controlA government restriction on exporting specified items, technology or software.
Responsible innovationAnticipating and governing the effects of new technology together with society.
05Indicators

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeLabel
Countries with national quantum strategiescountannualGovernment strategy documentsOFFICIAL
Export control measures on quantum itemscountper changeGovernment noticesOFFICIAL
Share of quantum patents by countrypercentannualPatent databasesOBSERVED
International research collaborations in quantumcount of co-authored papers by country pairannualBibliometric dataOBSERVED
Responsible innovation frameworks adoptedcountper assessmentProgramme documentationDECLARED
Public engagement activities on quantumcountannualProgramme reportsREPORTED
06Canvas

From sources to decisions.

The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.

Pipeline canvas · Responsible quantum innovation as a run graphDesign, not a record
Responsible quantum innovation: an innovation through readiness gatesAn idea is tested as a concept, validated in the lab, piloted with an owner under safeguards and reviewed for adoption; each gate asks for evidence of effect, safety and cost before the next stage. Design of the process, not a record of a run.

Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.

07Sources

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

SourceWhat it givesLicence class
Government export control lists and noticesControls on quantum itemsPublic records, licence per government
OECD and UNESCO work on quantum and societyPolicy and ethics perspectivesPublic, terms per organization
World Economic Forum quantum governance principlesPrinciples for responsible quantum computingPublic, WEF terms
Bibliometric databases such as OpenAlexCollaboration and publication patternsOpen, CC0
Patent databasesGeographic distribution of patentingFree access, terms per office
08Decisions

Who decides, and what the evidence serves.

Quantum Technologies prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

Who decidesThe questionEvidence this page serves
GovernmentsHow to balance security controls with open science and collaborationGovernance reviews; export control evidence
Research fundersHow to assess quantum claims and fund responsiblyClaims assessment guides
International organizationsHow to support access for countries with little capabilityConcentration analyses

Outputs this topic produces

  • Governance landscape reviews for quantum
  • Analyses of capability concentration
  • Claims assessment guides for funders and buyers
  • Evidence notes on export control effects on research
09Core questions

What experts ask.

Responsible innovation questions are asked before capabilities arrive.

  • Which quantum capabilities have military or surveillance uses, and how should research and trade be governed?
  • Who will have access to quantum technology and its benefits, and who could be left exposed?
  • How should uncertain timelines be communicated without hype or complacency?
  • How can countries without quantum industries protect their systems during the cryptographic transition?
  • What environmental and resource costs do quantum systems carry?
10Mechanisms

Mechanisms and drivers.

Dual use is intrinsic: the same computers, sensors and communication systems serve civilian and security purposes, and the cryptographic threat has obvious intelligence value. Governments respond with export controls and research security measures, which can also slow open science and international collaboration.

Equity risks arise because capability is concentrated. Countries and organizations with fewer resources may be last to migrate their cryptography and least able to benefit from applications. Hype is itself a risk: inflated expectations misdirect resources and erode trust when they are not met, while dismissiveness can delay necessary security work. Responsible practice therefore pairs every claim with its evidence base and its uncertainty, and invites independent specialists to test it.

11Methods and data

How it is studied, and where the methods stop.

Method or dataWhat it showsLimits
Technology assessment and foresightPlausible developments and their implicationsForesight is not prediction
Ethical, legal and social analysisRights, fairness and accountability questionsNormative judgements differ across societies
Stakeholder and public engagementConcerns and values of those affectedEngagement can be shallow or unrepresentative
Life-cycle assessmentEnergy and material footprintData on emerging systems is limited
12Methods

How it is studied, and what the methods cannot say.

  1. Cybersecurity and cryptographyCryptographic inventory · Migration prioritisation · QKD implementation reviewApplied here
  2. Probability and statisticsFidelity estimation · Testing advantage claims · Analysing patent and investment dataApplied here
  3. Physics and quantum scienceCharacterising qubit noise · Metrology of quantum clocks · Verifying quantum effectsApplied here
13Questions

Questions and answers.

Why is quantum technology dual use?
Because the same advances that enable useful computing and sensing could break current cryptography or support military applications.
What is the quantum divide?
Concern that a few countries and firms will hold most quantum capability and benefits, widening gaps with others.
How can quantum claims be assessed?
By checking whether results are peer-reviewed, compared with the best classical methods, reproduced independently and stated with their limits.
Why is hype a risk?
Because overstated claims redirect funding and policy and damage trust when they fail. Clear separation of demonstrated results from expectation is part of responsible innovation.
Should quantum research be restricted?
That is for governments and institutions to decide. The platform publishes evidence on the trade-offs between security, openness and collaboration.
How can less-resourced countries prepare?
Mainly through the cryptographic transition: inventory, migration planning and adoption of standardized post-quantum algorithms, which do not require quantum hardware.
Quantum Technologies

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