2026-04-28Aura EWC Knowledge Protection: Core Algorithm to Prevent Catastrophic Forgetting#Aura #Machine Learning #EWC #Algorithm
2026-04-28Aura Trajectory Streaming: Auto-Conversion from Execution Topology to Self-Evolving Datasets#Aura #Fine-tuning #Machine Learning #Engineering
2026-04-28Aura 8-Level Model Routing: The Golden Balance of Performance and Cost#Aura #Model Routing #LLM #Engineering
2026-04-28Aura Knowledge Dynamic Injection (KDC): The Semantic Loading Revolution beyond RAG#Aura #RAG #Knowledge #Algorithm
2026-04-28Aura WASM Skill Sandbox: The Perfect Convergence of Security Isolation and High Performance#Aura #WASM #Security #Sandboxing #Engineering
2026-04-28Aura Four-Quadrant GC Lifecycle: Balancing Memory Locking and Auto-Release#Aura #GC #Rust #Memory Management #Engineering
2026-04-28Aura Immutable State Machine: One-Way Progression and Saga Compensation#Aura #State Machine #Saga Pattern #Engineering
2026-04-28Aura Source of Truth: Why SurrealDB is the Only Truth and Redis is Just a Trigger#Aura #Database #Architecture #Engineering
2026-04-28Aura Reinforcement Learning Evolution: Weight Convergence and Self-Evolution in the S3 Stage#Aura #Reinforcement Learning #Evolution #AI Agent
2026-04-28Aura Knowledge Revision: Surprise-Driven Updates via Kalman Filtering#Aura #Control Theory #Mathematics #Algorithm
