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cs.AI2026
Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory
Abdelghny Orogat, Essam Mansour
Long-running AI agents need persistent memory. Memory supports learning across sessions, reduces repeated context injection, and enables auditing of past decisions. Current agent m…
cs.AI2026
Architectural Design, Not Only Model Intelligence, Governs Multi-Agent LLM Performance
Abdelghny Orogat, Ana Rostam, Essam Mansour
Multi-agent LLM frameworks are data-intensive systems that govern how agents orchestrate tasks, manage state, and coordinate decisions. These architectural choices control executio…