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Research & strategy2025

Agents in virtual worlds

The standards, protocols and tools that let agents work securely across virtual platforms.

A hybrid strategy, from the backbone upDrawn from p. 20
Proprietary servicesonly where they offer a clear and necessary benefit
Mature open-source components
Open standardsthe backbone

Findings

  1. 01

    Ultimately, a hybrid strategy often works best: use open standards as the backbone, combine mature open-source components and select proprietary services only where they offer a clear and necessary benefit, and develop in-house glue or custom modules especially around governance, integration and local language support.p. 20

  2. 02

    This way, scalability can be achieved by leveraging cloud infrastructure, interoperability remains high, customization is possible at critical points, and compliance is ensured by keeping sensitive pieces under direct control.p. 20

  3. 03

    For privacy, agents should implement data minimization – e.g. an avatar that processes personal queries should not store that data beyond what’s necessary.p. 11

AI agents · Virtual worlds
  1. From the report

    Any environment that can make API calls (mobile apps, AR headsets) can use LangChain-driven logic.p. 24

    Which agent toolkits work with which 3D environmentsp. 24

    LangChain, and where it plugs in
    EnvironmentLangChain (Python framework)Web-Based (WebXR/A-Frame)Integration via Web APIsOther EnvironmentsAny environment that can make API callsLicense/TypeOpen-source (MIT License)

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