Dialogues and cooperation

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GRFInnovation NexusEstablished
Dialogues

Dialogues and cooperation

Institutional dialogues in innovation Nexus: structured conversations that compare evidence and options among the people who decide.

Publisher
The Global Risks Forum
Field
Innovation, Artificial intelligence, Industry and robotics
Canvas · scoping to reviewDesign, not a record
Dialogues and cooperation: model risk lifecycleEvery model is inventoried and tiered; development is documented; independent validation tests conceptual soundness, outcomes and benchmarks; approval sets limits of use; monitoring and periodic review keep it current until it is retired. Design of the process, not a record of a run.

Fig.A programme from scoping to the owner's decision. Design, not a record.

01In brief

The short answer.

Innovation Nexus dialogues are structured conversations in which those who govern innovation, artificial intelligence, and industry and robotics compare evidence and options on a question with an accountable owner. Each runs under agreed attribution rules, often the Chatham House Rule, and its outcome note is published with participants' consent. A dialogue is listed only once it is confirmed.

02Geography

Connected activity in Brazil.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Brazil as an example geography for this subject; each layer is a dated NASA product.

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

Layers 2

Connected activity

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · 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.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Brazil.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 · Natural EarthSources 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
  • 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

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

03Status

Dialogues are listed when confirmed.

Each dialogue appears here once confirmed, with its host, format and terms. To propose one, write to dialogues@globalriskforum.com.

04The innovation dialogue

How can an institution adopt something new without losing control of it?

Innovation dialogues on this platform sit between a technology and the institution that would use it: a city testing drone inspection of flood defences, a health agency trialling AI triage, a utility piloting a new forecasting service. The governance questions are about trial design, liability, procurement and exit, more than about the technology itself.

FormatUse
Sandbox design dialogueRegulator, innovator and affected users agree the boundaries, metrics and exit conditions of a trial
Procurement clinicPublic buyers work through outcome-based or innovation procurement options
Anticipatory governance sessionA technology still in the lab is examined for the oversight it will need
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
Chatham House RuleA rule under which participants may use information received but may not reveal the identity or affiliation of speakers.
Science-policy interfaceThe arrangements through which scientific evidence reaches public decisions, including advisory committees, chief scientific advisers, academies and intergovernmental assessments.
Track two dialogueInformal dialogue among non-official participants, such as experts, that can explore options officials cannot.
Deliberative forumA structured process in which participants weigh evidence and arguments together before reaching a view, the approach the OECD describes for representative deliberative processes.
07Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

08Questions

Questions and answers.

Are dialogues public?
Each dialogue states its format. Outcome notes are published with participants' consent.
Innovation Nexus

Bring your expertise to this field.

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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