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2 results for “long-term memory”
Controlled Memory Interference in Continual LLM Agents
Researchers introduce Controlled Memory Interference (CMI), a diagnostic and data-generation framework to study how long-term memory in continual LLM agents evolves under competing memory relationships — revealing that interference, not just scale, critically impacts update plasticity and stability.
Aug 11, 2026
We're building agents that can read millions of documents, but still forget a video they watched yesterday.
A developer identifies a gap in AI agent memory architecture—specifically the lack of persistent, reusable understanding from video inputs—and releases an open-source tool to build local indexes for video-derived multimodal data.
Published Jul 6, 2026 · Analyzed Jul 8, 2026