Looking Forward

Research Directions and Security Challenges

  • zk-Browser Automation: Maturing ZK proof techniques for browser interactions to enhance the verifiability of the Browser Plugin.

  • Entropy Function Security: Rigorous analysis and validation of the security assumptions behind the proposed entropy function for model output selection.

  • zkML Optimization: Continued progress in zkML could eventually allow for direct, efficient proofs of open model execution, potentially replacing or augmenting the entropy mechanism.

  • Scalability and Cost: Optimizing the computational overhead of proofs, consensus, and on-chain storage for large-scale DeAgent deployment.

  • Ethical Frameworks: Developing clear guidelines for Agent creation, goals, and operational boundaries, especially for governance roles.

PreviousUse Cases & What’s Possible

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