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GenAI Level UP

MemGPT: Towards LLMs as Operating Systems

· 18 min · Season 3 Episode 16

Show notes

Have you ever felt the frustration of an LLM losing the plot mid-conversation, its brilliant insights vanishing like a dream? This "goldfish memory"—the limited context window—is the Achilles' heel of modern AI, a fundamental barrier we've been told can only be solved with brute-force computation and astronomically expensive, larger models.
But what if that's the wrong way to think?
This episode dives into MemGPT, a revolutionary paper that proposes a radically different, "insanely great" solution. Instead of just making memory bigger, we make it smarter by borrowing a decades-old, brilliant…

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