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Research Articles

Technical articles from the MokingBird engineering team.

Hybrid GPRO for Synthetic Data Generation

mbDataGen · April 2026

How MokingBird's mbDataGen uses a Hybrid GPRO reinforcement learning approach to generate high-quality, validated synthetic training data — entirely on your local hardware.

Sortify Intelligent Synchronization: Privacy-First Distributed Sync

Sortify Engineering · May 2026

How Sortify builds a client-side distributed synchronization engine with end-to-end encryption, offline-first design, and multi-user conflict resolution — without ever sending plaintext workspace data to a server.

The JoggMini Canonical Approach To COPPA, Privacy, And Learner Safety

JoggMini Team · July 2026

How JoggMini separates learners, parents, teachers, devices, and classrooms to support COPPA-aware privacy and safe AI learning for children and teens.