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multi-model-systems

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SOVL System (Self-Organizing Virtual Lifeform): A complex, purpose-agnostic autonomous agent with continuous, asynchronous learning capabilities via a dynamic scaffolded LLM and a frozen base LLM

  • Updated May 24, 2025
  • Python

Governance beneath the model. Custody before trust. Open for audit. Constitutional Grammar for Multi-Model AI Federations, Firmware Specification • Zero-Touch Alignment • Public Release v1.0

  • Updated Jul 1, 2026
  • Rich Text Format

EdgeSense AI is a complete, end-to-end hardware-to-UI machine learning platform designed to predict industrial machine failure before it happens. By simultaneously monitoring acoustic telemetry and 3-axis vibration metrics directly from the edge, this system streams multi-modal intelligence to a high-performance visual dashboard via WebSockets

  • Updated Jun 12, 2026
  • TypeScript

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