We built an AI memory system that evolves itself — here's why MemOS should be worried

Body:

EdgeMem SDK v5 does three things no other open-source memory system does:

1. Self-Evolving Memory (L1→L2) — 3+ fragments on same topic → auto-consolidated into insight
2. Memory Correction with Audit Trail — Fix a memory, original preserved, correction logged
3. Cross-Task Skill Reuse — Patterns crystallize into reusable skills automatically

┌───────────────────┬─────────┬────────────┐

│ Feature │ MemOS │ EdgeMem v5 │

├───────────────────┼─────────┼────────────┤

│ Self-evolving │ ✅ │ ✅ │

├───────────────────┼─────────┼────────────┤

│ Memory correction │ ❌ │ ✅ │

├───────────────────┼─────────┼────────────┤

│ Full audit trail │ ❌ │ ✅ │

├───────────────────┼─────────┼────────────┤

│ Local-first │ Partial │ ✅ Full │

├───────────────────┼─────────┼────────────┤

│ License │ Custom │ MIT │

└───────────────────┴─────────┴────────────┘

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