Introduction
Executive Summary
The Nexus Accelerator Programs represent a novel approach to tackling systemic global challenges in the realms of water, energy, food, and health. By marrying advanced computing (HPC, quantum-cloud) with community-driven Nexus Governance (through NWGs, often employing DAO-like frameworks), GCRI seeks to foster solutions that are holistic, ethical, and resilient.
This guide aims to:
Provide a comprehensive roadmap for all stakeholders—venture capitalists, tech hubs, policymakers, national innovation agencies, etc.—to design, run, or partner with Nexus Accelerators.
Demonstrate how RRI principles and complexity science help ensure that emerging technologies—AI/ML, IoT, blockchain, quantum computing—are deployed equitably and responsibly.
Offer practical operational details (12-week cycles, track structures, HPC usage guidelines, NWG governance) that help new adopters or existing accelerators adapt the Nexus model to local or industry contexts.
Crucial to this endeavor is the recognition that humanity’s grand challenges are interconnected: climate change affects water availability, which in turn influences food security and public health, all of which hinge on secure energy systems. The Nexus Accelerator addresses these multi-dimensional issues by promoting collective intelligence, advanced data analytics, responsible innovation, and inclusive stakeholder engagement.
Global Challenge and Mandate
2.1 The 21st Century Crises
Humanity faces converging crises—climate change, environmental degradation, resource scarcity, and health emergencies—all layered within complex socio-political systems. As climate volatility destabilizes ecosystems, societies must adapt quickly to ensure continued access to food, potable water, reliable energy, and healthcare infrastructure. Moreover, the rapid advance of technologies like AI, IoT, and quantum computing, while promising, creates potential ethical and governance pitfalls.
2.2 GCRI’s Origins, Purpose, and Global Footprint
The Global Centre for Risk and Innovation (GCRI) emerged as a Canadian-registered International non-profit to address these intertwined risks using Responsible Research and Innovation (RRI). With projects spanning disaster risk reduction, climate modeling, biodiversity protection, and policy reform, GCRI acts as a focal point for risk intelligence and innovation in risk management globally. It collaborates with UN agencies, philanthropic foundations, academic institutions, and local communities worldwide to incubate bold solutions.
2.3 The Water-Energy-Food-Health (WEFH) Nexus Explained
Often referred to as the WEFH Nexus, the interplay among these four domains means that any single intervention—whether a new irrigation technology or an improved microgrid—can generate ripple effects throughout local and regional systems. GCRI’s vantage point is that addressing WEFH collectively—rather than in sectoral silos—leads to more sustainable, equitable, and scalable outcomes.
Key Nexus Dimensions:
Water: Availability, quality, and distribution for agriculture, industry, and human consumption.
Energy: Reliable and clean power generation for homes, industries, and critical infrastructure like hospitals.
Food: Agricultural yields, supply chains, nutrition, and cultural food practices.
Health: Public health resilience, access to care, disease prevention, and emergency preparedness.
2.4 Complexity Science and Systems Thinking
At its core, the Nexus approach relies on systems thinking and complexity science—a recognition that real-world challenges do not obey linear cause-and-effect patterns. Feedback loops, tipping points, and emergent phenomena (like infectious disease outbreaks or rapid climate shifts) demand holistic solutions. The Nexus Accelerator leverages HPC modeling and quantum simulations to help decision-makers visualize how interventions in one domain (e.g., water reuse) could inadvertently stress another domain (e.g., energy usage for pumping and treatment).
Foundations of the Nexus Ecosystem
3.1 The Nexus Paradigm: Why It Matters
Nexus implies linkages—technical, social, and environmental. By explicitly acknowledging these linkages, the GCRI aims to:
Break down sectoral silos (e.g., pure climate vs. pure energy policy).
Encourage collaborative R&D that merges local knowledge with global best practices.
Promote scalable prototypes that can pivot from one region to another with minimal friction.
3.2 Pillars of the Nexus Ecosystem (Layers 1–5 + Application Layers)
The Nexus Ecosystem provides multiple layers that collectively drive innovation:
Layer 1: Observatory Protocol Focused on blockchain, AI algorithms, and consensus mechanisms. Ensures hybrid integration with quantum-cloud systems.
Layer 2: Nexus Network Infrastructure for quantum computing, AI/ML, and blockchain, employing IoT and next-gen connectivity (5G+).
Layer 3: Nexus Studio A development environment enabling classical and quantum applications, with Quantum Cloud Virtual Servers and container orchestration (Kubernetes).
Layer 4: Nexus Platforms Integrates quantum computing with traditional cloud resources, simplifying the pipeline for HPC, AI, and software development.
Layer 5: Nexus Streams A backbone for continuous data flows from IoT, satellite feeds, or real-time user input, enabling 24/7 monitoring.
Layer 6: Nexus Analytics Hosting advanced analytics and visualization—including HPC dashboards, NexusDB, and business intelligence tools.
Application Layer (Nexus Universe) and the Nexus Observatory Front-end solutions for end-users (e.g., NWGs, governments, industries), ensuring integrated data access, scenario modeling, and aggregator dashboards.
3.3 From Theory to Practice: Nexus Implementation and Use Cases
Examples of Nexus-based solutions include:
Climate-Resilient Agriculture: Linking HPC climate models to AI-driven irrigation scheduling.
Microgrid Optimization: Combining IoT sensor data with AI for dynamic load balancing in rural or semi-urban grids.
Biodiversity Mapping: Using satellite and drone imagery processed via HPC/AI to identify threatened habitats and shape local conservation policies.
Emergency Health Response: Incorporating HPC predictions of flood or disease outbreaks into healthcare resource distribution, bridging energy needs (e.g., for vaccine refrigeration) with water security (sanitation) and nutrition programs.
Responsible Research and Innovation (RRI)
4.1 Historical Roots and Core Tenets of RRI
Responsible Research and Innovation (RRI) emerged from efforts in the European Commission and other bodies to guide the ethical, equitable, and inclusive growth of science and technology. Core RRI pillars include:
Public Engagement: Early involvement of citizens in shaping research agendas.
Gender Equality: Ensuring women and underrepresented groups are integrated into research teams.
Ethics: Maintaining a high bar for privacy, cultural respect, and harm reduction.
Open Access: Fostering global collaboration through data and knowledge sharing.
4.2 Ethical AI/ML, Quantum Computing, and IoT in Nexus Projects
In the Nexus Accelerator, advanced technologies require ethical guardrails:
Bias and Fairness: HPC-driven AI can inadvertently propagate historical biases. This demands rigorous data vetting and fairness metrics.
Explainability: Especially critical for DRR or resource allocation decisions; black-box models undermine trust.
Quantum Risks: While promising, quantum computing is still emerging. Over-hyping or misusing quantum solutions can waste resources or mislead communities.
4.3 Biodiversity Safeguards
Environmental, Social, and Governance (ESG) metrics guide participants to measure the real-world impact of their prototypes. Coupled with just transition strategies, the Accelerator ensures historically marginalized voices are represented. Biodiversity conservation is a key dimension, given how changes in land use or resource extraction can threaten ecological balance.
4.4 Open Science, Public Engagement, and Cultural Sensitivity
Open science principles anchor the Accelerator’s approach: non-sensitive HPC data sets, code repositories, and results are typically made available under open licenses (e.g., MIT, Apache 2.0). Additionally, participants must engage local communities respectfully—recognizing indigenous knowledge and obtaining informed consent before data collection or content creation.
Nexus Accelerator Program Essentials
5.1 Rationale: Why a Specialized Accelerator on the WEFH Nexus?
Conventional accelerators often focus on software-as-a-service (SaaS) or purely commercial products. However, global issues such as water scarcity, climate-driven agriculture risks, and healthcare capacity constraints demand solutions that integrate advanced technology with on-the-ground realities and policy. The Nexus Accelerator is built to fill that gap:
Holistic Lens: Breaking silos by weaving HPC, quantum computing, policy, and local governance together.
Risk-Adjusted: Embeds climate, disaster, and economic volatility modeling to ensure solutions remain robust amid uncertainties.
Philanthropic Underpinning: GCRI’s oversight ensures solutions meet RRI and philanthropic standards, prioritizing public benefit.
5.2 Accelerator Goals and Differentiators
Foster Cross-Track Collaboration: Encourage media, development, research, and policy teams to co-create solutions.
Scale Social Impact: Solutions are designed to be replicable across NWGs worldwide.
Advance Frontier Tech: Provide HPC resources and quantum pilots to participants who otherwise lack access.
5.3 Target Stakeholders: VCs, Tech Hubs, Policy Bodies, NWGs, and More
Venture Capitalists (VCs) see opportunities for impact investing with strong potential ROI in climate-tech, agri-tech, and health-tech. Tech hubs and innovation centers can expand their portfolio of advanced solutions. Policy bodies or government agencies can leverage Accelerator outputs for robust, data-driven legislation. NWGs, bridging local communities to advanced R&D, ensure that any developed technology addresses real needs and cultural contexts.
5.4 Aligning Commercial, Philanthropic, and Community Objectives
A recurring tension arises between the for-profit impetus and philanthropic/social missions. The Nexus Accelerator sets up frameworks (like revenue-sharing or licensing agreements) that balance financial viability with public goods. The guiding principle is that no solution, however profitable, should degrade local ecosystems or undermine equity. Conversely, philanthropic programs can benefit from private sector efficiency and scale.
Quarterly Cycles and Core Tracks
6.1 The 12-Week Flow: Milestones, Evaluations, Renewals
Modeled on GCRI’s internal cycle, each Accelerator quarter spans 12 weeks, with clear checkpoints:
Week 1: Kickoff, objectives, resource allocation, introductions to mentors and NWG leads.
Weeks 2–4: Prototyping, HPC experimentation, local stakeholder discovery.
Mid-Cycle (Weeks 5–6): Participants showcase interim deliverables (demos, HPC data analyses) for feedback.
Weeks 7–9: Implementation refinements, user testing, policy drafting.
Weeks 10–11: Final drafting and HPC validations, sponsor consults, open licensing prep.
Week 12: Demo Day—presentations, pilot deployments, final deliverables, public archiving.
Participants can re-enroll for consecutive cycles or shift to a different track if skill interests evolve. This ensures continuity while maintaining momentum and fresh perspectives.
6.2 Four Core Tracks: Media, Development, Research, Policy
Media Track
Mission: Amplify successes, produce documentaries, ensure global awareness of HPC-driven insights.
Deliverables: Short documentaries, cross-cultural interviews, social media campaigns.
Development Track
Mission: Build software/hardware solutions leveraging HPC, quantum, IoT, blockchain.
Deliverables: Open-source repos, HPC-based climate risk dashboards, stable DevOps pipelines.
Research Track
Mission: Conduct deep analyses, produce peer-reviewed or open-access studies, gather field data.
Deliverables: Nexus Reports, HPC-based scenario models, policy bridging frameworks.
Policy Track
Mission: Translate HPC or field data into actionable governance proposals, bills, or DAO governance rules.
Deliverables: White papers, legislative drafts, policy guidelines for NWGs and governments.
6.3 Integrating RRI, HPC, and Quantum Pilots into Each Track
Each track respects RRI principles (community involvement, open data), leverages HPC for big data or simulation tasks, and—where relevant—tests quantum prototypes. For instance, a Development Track project might run a quantum-based resource optimization pilot to reduce energy consumption in an urban district. Meanwhile, the Policy Track transforms the pilot’s outcomes into city-level policy proposals.
National Working Groups (NWGs)
7.1 Decentralized, DAO-Like Structures for Local Chapters
National Working Groups (NWGs) function as semi-autonomous local GCRI chapters, using blockchain-based voting, multi-signature wallets, and token governance to manage projects and budgets. This approach aims to empower communities while maintaining philanthropic oversight.
7.2 NWG Responsibilities, Autonomy, and Oversight
NWGs identify local priorities—like drought-resistant farming, flood-proof infrastructure, or biodiversity restoration. They also facilitate stakeholder consultation, data gathering, and pilot adoption. However, GCRI retains authority to intervene or dissolve an NWG if it violates RRI or engages in unethical conduct.
7.3 On-Chain Governance, Incentives, and Potential Pitfalls
A unique aspect of NWGs is their use of smart contracts for micro-grants or paying local vendors. While transparent, such frameworks introduce regulatory complexities, including compliance with national laws on cryptocurrency or decentralized governance. Careful design ensures that community incentives do not overshadow philanthropic objectives or local legal norms.
Infrastructure Layers
8.1 Observatory Protocol (Layer 1)
The Observatory Protocol optimizes quantum-cloud integrations, employing blockchain for data integrity and AI algorithms for system orchestration. It addresses the security and scalability challenges of HPC usage in multi-stakeholder environments.
8.2 Nexus Network (Layer 2)
A robust network layer that unifies HPC nodes, quantum testbeds, IoT devices, and 5G connectivity. This ensures low-latency data flows for real-time analytics and large-scale HPC computations across geographies.
8.3 Nexus Studio (Layer 3)
A dedicated environment for development and testing. Incorporates containerization (Kubernetes) and Quantum Cloud Virtual Servers to host HPC-run AI pipelines, accelerating dev cycles for participating teams.
8.4 Nexus Platforms (Layer 4)
Provides the bridging layer between traditional cloud and quantum resources, enabling seamless HPC job dispatch, AI model training, and smart contract deployments for NWG governance.
8.5 Nexus Streams (Layer 5)
Responsible for continuous data ingestion—from farmland IoT sensors tracking soil moisture, to real-time meteorological data, to municipal water usage logs. Streams feed HPC/AI pipelines to generate predictive insights or trigger alert systems.
8.6 Nexus Analytics (Layer 6) and the Nexus Observatory
Nexus Analytics offers advanced visualization, dashboards, and collaboration tools (e.g., shared HPC results, scenario modeling UIs). The Nexus Observatory integrates data from multiple NWGs and cohorts, providing a global vantage on WEFH metrics, biodiversity indices, and climate scenarios.
8.7 The Nexus Universe as the Application Layer
Finally, the Nexus Universe—the end-user layer—hosts apps, dashboards, or interactive portals. NWGs, policy-makers, corporate partners, or local communities can access HPC findings in user-friendly formats (e.g., mobile apps, data aggregator websites, or VR experiences).
Accelerator Operations
9.1 Pre-Accelerator: Partnership Structures and Cohort Selection
Call for Applications: Tech startups, NWG volunteers, research labs, and policy teams apply.
Screening: Evaluate alignment with WEFH focus, HPC readiness, RRI commitments.
Cohort Finalization: Mix of for-profit and philanthropic or community projects fosters cross-pollination.
9.2 During the Accelerator: Toolchains, Mentorship, and Resources
HPC Training: Each team receives HPC orientation—job scheduling, containerization, data encryption protocols.
Mentorship: Senior advisors in HPC, AI ethics, quantum computing, and policy provide weekly check-ins.
NWG Links: Teams with field components engage NWG members to co-design or test prototypes.
9.3 Demo Days, Pilots, and Transition to Scale
At Week 12:
Demo Day: Pitches to philanthropic sponsors, VCs, local governments. HPC demos illustrate how AI/quantum solutions handle real data.
Pilot Implementation: Projects with proven viability may sign MoUs with NWGs, municipalities, or corporate partners to deploy solutions at scale.
Post-Accelerator Paths: Some teams spin off as social enterprises, some stay under philanthropic grants, while others integrate solutions into NWG governance frameworks.
9.4 Risk Management, Fieldwork Logistics, and Regulatory Compliance
Participants operating in flood zones, conflict-affected areas, or indigenous territories must respect GCRI’s Safety and Ethics Protocol:
Field Safety: Clear guidelines on staff training, personal protective equipment, travel advisories.
Regulatory: Proper IRB approvals for health data or environmental sampling.
Cultural Protocol: Sensitivity in filming, data collection, or knowledge-sharing with indigenous communities.
Policy and Governance Track
10.1 Strategic Importance and Policy Gaps
Technology solutions often fail to achieve large-scale impact due to regulatory voids or misaligned incentives. The Policy Track ensures that HPC or quantum insights translate into actionable laws, decrees, or guidelines.
10.2 Policy Deliverables: Bills, White Papers, On-Chain Models
Teams specializing in policy might:
Draft legislative proposals to adopt HPC-based zoning data into building codes.
Develop on-chain governance frameworks that satisfy local legal constraints.
Produce white papers bridging HPC climate modeling to statewide water allocation policy.
10.3 Engaging Multi-Level Governance and Regulators
Policy participants engage with municipal to international bodies, from local mayors to the United Nations. They navigate complexities like trade regulations, data sovereignty, or transboundary water management.
10.4 Cross-Border and International Collaboration
Climate change knows no borders. Policy cohorts often address regional alliances or treaties—for instance, how HPC insights on cross-border rivers inform joint basin treaties. Partnerships with the African Union, European Commission, or ASEAN might emerge here.
Media Track
11.1 Ethical Filmmaking, Documentation, and Content Production
Media Track volunteers do more than PR. They craft narratives that:
Clarify Nexus-based results for the public.
Give voice to local communities.
Document success stories for philanthropic or policy stakeholders.
11.2 IP Rights, Consent, and Licensing Best Practices
When capturing footage in vulnerable communities:
Obtain explicit consent and model releases.
Use Creative Commons licenses (e.g., CC-BY-SA) to facilitate broad knowledge sharing.
Respect local customs and privacy norms (no intrusive filming in sacred areas, etc.).
11.3 Reaching Global vs. Local Audiences
Media deliverables should balance global outreach (polished documentaries with subtitles) and local relevancy (informational pamphlets, local-language video briefs). Social media threads or real-time Q&A streams with NWG leads also foster immediate engagement.
Development Track
12.1 HPC-Driven AI/ML, Quantum Pilots, IoT Integration
Development Track participants harness HPC for:
Massive data sets from satellite imagery or sensor networks.
AI/ML pipelines for resource optimization, disease modeling, parametric insurance products.
Quantum exploration—ranging from quantum-safe encryption to advanced resource allocation algorithms.
12.2 DevOps, MLOps, and Secure Data Pipelines
Stability and security are paramount:
Continuous Integration (CI) and Continuous Deployment (CD) pipelines.
MLOps frameworks ensuring models are monitored for drift or bias.
Strong encryption and role-based access controls for HPC nodes.
12.3 Reproducibility, Open Source, and Energy Efficiency
To align with philanthropic goals, code is typically:
Hosted on public repositories (GitHub, GitLab) under permissive licenses (Apache 2.0, MIT).
Documented extensively to allow future NWGs or other accelerators to replicate or adapt solutions.
Evaluated for carbon footprints, with HPC scheduling optimized for off-peak energy usage or renewable sources.
Research Track
13.1 Designing Studies, IRB/Ethics Approvals, and Data Protocols
Research teams conduct:
Mixed-method studies combining HPC-based quantitative models with qualitative interviews.
Field surveys under strict ethical guidelines (informed consent, anonymity, local IRB clearance).
Cross-lingual data gathering, ensuring inclusive representation.
13.2 Nexus Reports, Peer-Reviewed Papers, and Publication Strategy
Key research deliverables:
Nexus Reports: Consolidated multi-topic analyses, bridging HPC indicators with policy recommendations.
Journal Publications: Peer-reviewed articles extending knowledge on HPC or quantum use in WEFH challenges.
Open Data Archives: De-identified datasets in open repositories (Zenodo, Dryad, GCRI’s HPC portal).
13.3 Mixed Methods, Systematic Reviews, and Citizen Science
Innovative approaches to research can include:
Citizen science programs tapping local volunteers for data collection.
Systematic literature reviews guiding future HPC or quantum research directions.
Meta-analyses across multiple NWGs, gleaning global insights while respecting local context.
Sponsorship, Funding, and Governance
14.1 Philanthropic vs. Commercial Funding Blends
Nexus Accelerator welcomes both philanthropic and commercial capital. For-profit ventures can access philanthropic resources if they commit to RRI and benefit sharing. Some philanthropic sponsors might prefer NWG projects or open-source outputs.
14.2 Tiered Sponsorship: Bronze to Platinum
Sponsors (corporations, foundations, individuals) choose tiers with associated benefits (e.g., HPC branding, partial naming rights). Higher tiers offer deeper HPC integration and expanded NWG collaborations.
14.3 NWG Grants, Micro-Finance, and Cost-Sharing Models
To localize solutions:
NWGs receive micro-grants from philanthropic sponsors or Accelerator participants.
Co-financing structures: If a solution involves building IoT sensors for farmland, NWGs match philanthropic funds with local budgets or community in-kind labor.
14.4 Financial Oversight, Reporting, and Compliance
GCRI’s Central Bureau oversees philanthropic compliance, ensuring:
Proper usage of HPC resources.
No conflict-of-interest or corruption.
Quarterly financial statements for sponsors, detailing HPC spending, pilot allocations, and administrative overheads.
Legal, Ethical, and Operational Provisions
15.1 Volunteer Status, Conflicts of Interest, and Code of Conduct
All Accelerator participants:
Are not formal employees of GCRI, unless explicitly stated.
Must declare conflicts of interest (e.g., holdings in related startups).
Adhere to GCRI’s code of conduct, prohibiting harassment, discrimination, or unethical HPC usage.
15.2 NDAs, Proprietary Information, and Open Licensing
Non-Disclosure Agreements (NDAs) may apply when sponsors share proprietary data. However, GCRI advocates for open licensing for HPC code and data whenever feasible. If sponsors impose embargoes, time-limited protective measures are used to maintain philanthropic transparency.
15.3 Dispute Resolution and GCRI’s Oversight Authority
Should conflicts arise:
Escalate to Accelerator leadership for mediation.
If unresolved, GCRI’s central board or NAC (Nexus Advisory Council) convenes a formal review.
As a last resort, arbitration under Ontario, Canada law or relevant local frameworks.
Measuring Success
16.1 Key Performance Indicators (KPIs)
Venture-Level:
HPC usage stats, cost savings, deployment metrics (e.g., number of sensors installed).
Market traction or philanthropic synergy (funds raised, NWG expansions).
Program-Level:
Number of advanced prototypes reaching pilot or scale.
Policy adoptions or legislative changes triggered by Accelerator outputs.
ESG improvements: reduced carbon footprints, biodiversity gains.
16.2 Environmental, Social, and Governance (ESG) Benchmarks
Beyond raw profits or user counts, the Nexus Accelerator focuses on:
Social impact: Access to clean water, stable energy, improved public health indicators.
Environmental metrics: Reforestation rate, biodiversity indices, water quality improvements.
Governance: NWG tokens, community satisfaction, conflict resolution rates.
16.3 Scalability, Replicability, and Systemic Impact
A hallmark of success is the ability to replicate solutions across multiple NWGs or new geographies without significant re-engineering. HPC-based models or quantum prototypes built in one region can, with minimal adaptation, be transplanted to similar contexts globally.
Next Steps
17.1 Onboarding and Engagement Opportunities
Apply to or host a Nexus Accelerator program in your region.
Join an NWG or volunteer as a domain expert.
Invest philanthropic or venture capital in HPC-driven WEFH solutions.
17.2 Linking with NWGs and Cross-Border Collaborations
Stakeholders—government ministries, philanthropic foundations, corporate CSR wings—are invited to connect with NWGs. This fosters synergy between local realities and advanced HPC/quantum resources.
17.3 Future of Nexus Accelerators: Global Hubs and Partnerships
Envision a global network of Nexus Accelerator hubs, each anchored by robust HPC facilities and quantum partnerships, all guided by GCRI’s philanthropic oversight. These hubs will share best practices, code, policy frameworks, and, ultimately, accelerate humanity’s progress toward a resilient, equitable future.
Concluding Remarks
The Nexus Accelerator Programs embody GCRI’s commitment to tackling the intersecting risks at the WEFH Nexus through collective intelligence, agile development, and advanced technology stewardship. By weaving RRI principles, HPC/quantum capabilities, community-driven governance, and policy alignment into a unified framework, the Accelerator offers a transformative path for local chapters, global partners, startups, and philanthropists alike.
Key Takeaways:
The WEFH Nexus perspective ensures systemic rather than siloed interventions.
RRI is not optional: it underpins every stage—from HPC data handling to community engagement.
NWGs provide crucial local context, bridging advanced tech with on-the-ground realities.
Layered infrastructure (Nexus Protocol through Nexus Analytics) streamlines HPC, quantum, AI, IoT synergy.
Quarterly Accelerator Cycles offer structure for iterative, cross-track innovation.
Policy, Media, Research, and Development tracks join forces to produce robust, socially responsible outcomes.
Sponsorship tiers encourage balanced philanthropic and commercial investments, promoting open science.
A scalable vision for multi-region Future Innovation Labs can catalyze a global movement toward resilience, equity, and sustainability.
By joining, sponsoring, or collaborating in the Nexus Accelerator, you align with a comprehensive, future-focused initiative that seeks tangible progress on humanity’s greatest challenges. Let this guide be your roadmap and inspiration—together, we can advance innovation that truly safeguards and uplifts people, planet, and prosperity in an interlinked world.
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