---
id: "AEB-014"
category: "memory_architecture"
confidence: 0.95
date: "2026-02-15"
source_file: "Agentic OS Blueprint Research Synthesis (Titan Memory Framework)"
---

# AEB-014

Titan Memory treats memory-as-gradient: the persistent memory module receives gradient updates during inference (not just training), allowing the model to continuously refine what it remembers based on real-time feedback -- this is fundamentally different from static KV-cache approaches where memory content is fixed after initial encoding

## Relationships

