11.5 Long-Term Research Directions

  • ZK + Robotics Fusion: Create a new class of cryptographic protocols purpose-built for autonomous agents.

  • AI-Optimized Proof Generation: Use AI to auto-compile robotics tasks into proof-friendly circuits.

  • Federated Robotics Training: Enable robots to learn collaboratively without sharing raw data, using privacy-preserving ML.

  • Cross-Ecosystem Bridges: Integrate Roborus with decentralized compute, storage, and IoT blockchains for broader adoption.

  • Ethical & Safety Standards: Research frameworks to ensure privacy, safety, and compliance in real-world robot deployments.

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