GCRI · EVIDENCE · responsible-technologyGCRI dossier · service level R0
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Innovation · Responsible technology

Responsible technology

Responsible technology means designing, testing and using technology so that it is safe, serves people well, keeps humans in control of consequential decisions, is accessible and respects rights. The Global Centre for Risk and Innovation (GCRI) applies these principles in its own work, including Nexus Foundry and its experiments, and studies how institutions can apply them to the technologies they adopt. This page sets out the principles, how GCRI uses them and where their limits lie. It is part of innovation and technological change.

The Global Centre for Risk and InnovationRegister
  1. 01InstitutionThe Global Centre for Risk and Innovation (GCRI)
  2. 02Service levelR0: information and enquiries
  3. 03In briefThe short answer
  4. 04Five principlesWhat responsible technology asks for
  5. 05In GCRI's own workHow the principles apply inside the programme
  6. 06Key termsTerms used on this page
  7. 07LimitsPrinciples are not a certificate

GCRI · Institution · service level R0

01In brief

The short answer.

Responsible technology means designing, testing and using technology so that it is safe, serves people well, keeps humans in control of consequential decisions, is accessible and respects rights. GCRI applies these principles in its own work, including Nexus Foundry, and studies how institutions apply them; it does not certify any technology as responsible.

02Canvas

Draft to published version.

Canvas · draft to published versionDesign, not a record
Responsible technology: 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.How a finding is reviewed before it is published. Design, not a record.

03Geography

Systemic exposure in Latin America and the Caribbean.

Where people and networks concentrate, the exposure through which shocks travel between systems, shown for Latin America and the Caribbean as an example geography for this subject.

Where people and networks concentrate, the exposure through which shocks travel between systems.Indicator derived from Natural Earth at map scale; a screening view, not an assessment.
GCRI · institution · fieldDESIGN FIGURE
04Five principles

What responsible technology asks for.

Safety

Tested before trusted

Systems are evaluated in controlled conditions with stop rules before they touch real services.

Oversight

Humans decide

Consequential decisions stay with accountable people, and analysis is never presented as the decision.

Rights

Privacy and consent

Personal data and protected knowledge are used only with a lawful basis, a stated purpose and consent where required.

  • Social outcomes: who benefits, who bears the risk and who is left out are part of every evaluation
  • Accessibility: interfaces and outputs are designed so that people with disabilities can use them
05In GCRI's own work

How the principles apply inside the programme.

  1. 01

    Evidence labels

    Every result says whether it is observed, modelled, a scenario or expert judgement, so automated outputs cannot pass as observation.

  2. 02

    Controlled exercises

    Simulated warnings never reach live audiences, and real infrastructure is never an unapproved target.

  3. 03

    Release is not deployment

    A tested configuration is not authorization to use it in operation; that decision belongs to the operator or authority.

  4. 04

    Correction and challenge

    Anyone can challenge a public finding, as set out under scientific and editorial integrity.

06Key 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
Responsible innovationAnticipating and governing the effects of new technology together with society.
Human oversightReview of automated decisions by people with the authority and information to change them.
Algorithmic impact assessmentA structured review of an algorithm's purpose, data, risks to rights and safeguards.
Web Content Accessibility GuidelinesThe W3C recommendation that sets testable success criteria for making web content perceivable, operable, understandable and robust for people with disabilities.
07Limits

Principles are not a certificate.

GCRI does not certify that a technology is responsible, safe or compliant with any law or standard. It publishes evaluations with their scope and limits. How institutions govern AI and digital systems is examined by The Global Risks Forum (GRF) under digital and AI governance, and how GCRI handles data under data and privacy responsibilities. See also technology assessment.

08Questions

Questions and answers.

Does GCRI follow a particular AI framework?
GCRI applies the principles on this page in its own work and refers to recognized frameworks as named references. It does not claim compliance with any framework without an assessment record.
Can GCRI review my organization's AI system?
Organizations can propose a scoped evaluation through the technology provider or operator routes. Any evaluation has a documented plan and is never presented as certification.
What does human oversight mean in practice?
That a named, accountable person makes consequential decisions, can understand the basis for a system's output and can stop or override it.
How is accessibility handled on GCRI sites?
GCRI sites are designed to meet WCAG 2.2 level AA. Pages are tested, barriers found are fixed and anyone can report a barrier.
The Global Centre for Risk and Innovation

Start with an enquiry.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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