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SuanNi
SuanNi
Mar 23, 2026 · Artificial Intelligence

Can AI Agents Master Long-Term Memory? Supermemory’s Near‑99% Accuracy Breakthrough

The Supermemory team’s new ASMR (Agentic Search and Memory Retrieval) system achieves almost 99% accuracy on the LongMemEval benchmark by replacing vector‑database retrieval with parallel, specialized AI agents that ingest, search, and synthesize massive conversational histories entirely in memory, offering a potential solution to longstanding AI memory challenges.

AI memoryASMRLLM benchmark
0 likes · 8 min read
Can AI Agents Master Long-Term Memory? Supermemory’s Near‑99% Accuracy Breakthrough
Architect
Architect
Jul 11, 2025 · Artificial Intelligence

How OpenAI’s Zero‑Vector Agentic RAG Redefines AI Knowledge Retrieval

OpenAI’s new non‑vectorized Agentic RAG approach replaces traditional vector search with a hierarchical, multi‑round content selection process, leveraging large‑context models like GPT‑4.1‑mini for efficient document loading, dynamic navigation, and accurate answer generation, while outlining model selection strategies, cost trade‑offs, and production considerations.

AI ArchitectureRAGagentic retrieval
0 likes · 15 min read
How OpenAI’s Zero‑Vector Agentic RAG Redefines AI Knowledge Retrieval