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Engage

For Practitioners

The Community of Practice welcomes researchers, developers, legal scholars, and governance practitioners interested in testing, extending, and applying these frameworks.

"I'm building, funding, or governing a system that has to be trustworthy over time. Is there existing governance infrastructure I can implement or align to — and is it rigorous enough to build on?"

Five Architectural Requirement Categories

Five technical certification requirements, designed so that meeting them is structurally incompatible with surveillance-based business models:

  1. 1

    Principal-Centric Data

    User data held in trust for the user's benefit. No secondary monetization without explicit consent.

  2. 2

    Transparent Reasoning

    AI decision-making explainable to users in meaningful terms.

  3. 3

    Incentive-Aligned Revenue

    Revenue models structurally aligned with user interests.

  4. 4

    User Control

    Meaningful control over data, attention, and the service relationship.

  5. 5

    Verification

    Compliance independently verifiable through GliaNet Fiduciary™ Pledgemark certification.

The e2a Design Principle

e2a (Edge-to-Any) is GliaNet's architectural guideline: push intelligence and control to the network edge — where the user is — rather than concentrating it in centralized platforms. For practitioners, e2a is a design constraint: governance infrastructure should operate where the user is, not where the platform is. It informs the Five Architectural Requirement Categories and the Pledgemark program's technical certification standards.

e2a is an architectural design guideline within the GliaNet framework — it describes how governance infrastructure should be structured, not a specific technology GliaNet has deployed.

Engagement pathways include contributing to working-paper development, testing architectural requirements in practice, extending frameworks to new domains and jurisdictions, and participating in applied pilot programs. The governance architecture is modular — individual components can be implemented independently while contributing to the broader ecosystem.

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