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Sparse Memory Finetuning: Continual Learning for LLMs with Minimal Forgetting
Memory for AI Agents: Short-Term, Long-Term & Episodic Memory Explained
Agent Memory and Retrieval Pipelines
Agentic Long-Term Memory for LLMs — Why Not to Rely on LangChain or Letta
What is Latent Learning (Explained in 3 Minutes)
Graph-Based Agent Memory: Taxonomy and Life Cycle (Audio Deep Dive)
How Do Language Models Reason About Information From Parameters and Context | Lampinen G. Deep Mind
Two types of memory: Semantic vs Episodic | Charan Ranganath and Lex Fridman
Continual Learning via Sparse Memory Finetuning (Oct 2025)
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Last Updated: September 24, 2026
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Summary
In this AI Research Roundup episode, Alex discusses the paper: ' How do AI agents remember what happened yesterday? The answer is ** Learn more about AI Agents here → ibm.biz/~OSlmklt3a AI agents remember in more than one way. Martin Keen explains ... Traditional AI models are stateless—they forget who you are the second a conversation ends. To build truly autonomous and ... In this video, we dive deep into agentic long-term Audio deep dive on graph-based agent Andrew Lampinen, a research scientist at Google DeepMind, presented Lex Fridman Podcast full episode: youtube.com/watch?v=4iuepdI3wCU Please support this podcast by checking out ... Standard AI agents suffer from persistent amnesia. When a conversation session ends, everything the agent learned about the ... This video dives into Tolman's rat experiment, which helped him development the concepts of
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