2 papers
cs.AI2026
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
Seyed Moein Abtahi, Rasa Rahnema, Hetkumar Patel +3
The transition from stateless language model inference to persistent, multi session autonomous agents has revealed memory to be a primary architectural bottleneck in the deployment…
cs.DB2025
From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search
Seyed Moein Abtahi, Majid Fekri, Tara Khani +1
Modern semantic search and retrieval-augmented generation (RAG) systems rely predominantly on in-memory approximate nearest neighbor (ANN) indexes over high-precision floating-poin…