Global Risks Forum 2025
Participation Credits

pCredits

pCredits reward contributors who complete substantive, outcome-driven tasks through Bounties—such as improving AI risk models, building parametric finance logic, or calibrating HPC workflows for real-time disaster prediction. Within the MPM, pCredits reflect meaningful, mid-level contributions that directly impact the performance, scalability, and ethical integrity of Nexus Platform components. pCredits allow contributors to initiate or co-lead technical Builds, participate in peer review cycles, and gain access to advanced computing and collaboration tools. They are a mark of trust and productivity, reinforcing responsible development practices across DRR, DRF, and DRI applications

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Tasks such as completing high-value Bounties, executing data harmonization workflows for NXSGRIx, implementing ethical AI routines, or deploying validated parametric logic modules qualify for pCredits

Each submission is evaluated by technical leads and an RRI compliance committee. Metrics include code quality, policy alignment, documentation transparency, and consistency with social inclusion goals

All Bounty-level work—including data engineering, algorithmic modeling, parametric trigger design, or open financial tooling—is rewarded with pCredits upon peer validation and integration into the Nexus Ecosystem

Yes. Accumulated pCredits can be applied toward the creation of medium-scale Builds, enabling contributors to propose new DRR/DRF/DRI solutions within structured governance channels

They enable organizations to map contributions to strategic goals, receive public recognition through the Nexus Registry, and gain access to early-stage risk finance pilots or simulations

They ensure that high-impact code or models—especially in sensitive domains like finance or predictive intelligence—are reviewed not only for performance, but for fairness, bias mitigation, and explainability

Yes. Every pCredit is linked to contributor profiles, showing which modules they helped build or improve. This supports transparent reputation systems and peer endorsement features

Yes, in rare cases. If a contribution is found to contain security vulnerabilities, ethical violations, or misaligned assumptions, credits may be revoked following technical and ethical review

They serve as tracked indicators of hands-on application, complementing theoretical WILP achievements with applied RRI-compliant practice—essential for completing full GRA credential paths

They grant proposal privileges within working groups, influence over roadmap prioritization, and limited decision rights in the release cycles of Nexus Platform tools

Integrated Credit Rewards Systems (iCRS)

While pCredits validate contribution, their deeper role within the iCRS is to activate dynamic micro-economies of innovation within and across Nexus Platforms. Each pCredit is tied not only to a technical milestone but also to a resource request signature, creating a digital trail of dependencies, collaborators, and upstream/downstream outputs. These credits make visible the modular economics of open development—tracking the cost-efficiency, technical relevance, and ethical compliance of iterative work units. As a result, pCredits become both performance instruments and innovation currency, facilitating dynamic task routing, Build funding negotiations, and contract-for-solution models that can sustain multi-party collaboration in high-risk and under-resourced regions

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Learning
Quests
Leveraging WILPs for Twin Digital-Green Transition
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Impact
Bounties
Integration Process Pathways for Tackling ESG Issues
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Innovation
Builds
Crowdsourcing CCells for Integrated Research & Innovation

Building Tribes for Impact

Members can join working groups on the network platforms to operate as transition arenas, taking on specific challenges related to ESG issues. Each group works at national, regional, or local levels in a semi-autonomous mode with its own rules, logic, incentives, and assessment mechanisms. Working Groups leverage the full potential of the GCRI's multi-platform network to engage QH stakeholders, generate consensus, assemble CCells, create credit pools and manage teams across different disciplines. A competence cell is conceived as a small production unit which functions as a Digital Twin to simulate risks and innovation in large-scale projects. Competence Cells encourage various actors from QH to sponsor LLL programs and support micro-credentials through WILPs for upskilling, risk mitigation, and resilience building.

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