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1. AI-Text-Cascade-Detect AI-Text-Cascade-Detect Public

   Uncertainty-gated two-stage AI-text detection with fast DTD routing and cross-family MS-LRC evidence. Sole-author submission to UncertaiNLP 2026 @ EMNLP.

   Python 20

2. OpenCycle-Mem OpenCycle-Mem Public

   Reversible, provenance-aware governed memory for long-horizon agents, with controlled simulations, baselines, tests, and auditable checkpoint reopening.

   Python

3. Unlock-Driven-Competence-Gap-Discovery Unlock-Driven-Competence-Gap-Discovery Public

   An agent estimates its own cross-skill transfer from ordinary training (a cheap gradient-affinity proxy) calibrated by sparse interventions, and picks what to train next by developmental leverage u…

   Python

4. contact-aware-point-cloud-demo contact-aware-point-cloud-demo Public

   A minimal Open3D demo visualizing object-centric contact representation with point clouds, contact heatmaps, manipulation masks, and toy force vectors.

   Python

5. AI-VisionDash AI-VisionDash Public

   A real-time computer vision dashboard for object detection, live streaming, and multi-client monitoring.

   Python

6. Trust-Aware-IoV-Access-Control Trust-Aware-IoV-Access-Control Public

   An end-to-end prototype that combined distributed authentication, trust-aware access control, smart-contract policy enforcement, and cloud-hosted deployment.