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Someone just open-sourced the highest-scoring AI memory system ever benchmarked.96.6% on LongMemEval. Nothing else is close.It's called MemPalace. And it gives your AI a memory that actually works.Not a summarizer. Not a vector database that forgets the details. Not a sliding context window that drops everything from last week.A structured memory palace. With wings. With rooms. With a knowledge graph connecting everything together.Your AI remembers everything you told it. Forever. Locally. No AP
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SSMs fail on recall tasks they have the capacity to solve. The two dominant approaches today, SSMs and sliding-window attention, both lack persistence: memory either decays over time or gets evicted.We built Raven to fix this, surpassing all prior linear models even at 16× their training sequence length. 🧵🐦‍⬛
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I had a little more fun creating a time-series display of the Victor Marx contributions, one day at a time, and the same in a sliding window.In the first video you see them show up from the beginning, then when it gets to the most recent contribution, you see the first start disappearing from the beginning to today. It's an interesting way to look at the data.The second video is a sliding window over time. A sliding window is also how @KingSolomon006 was able to spot the Synthetic Synchronized V
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