Tag: memory
All the articles with the tag "memory".
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Where the burns should live
A model today learns like someone who read everything and lived nothing. Here is how I would train one that keeps its burns, the three organs it needs, and the small experiment we are starting to test the idea with open models and free GPUs.
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It never opened the file I handed it
I built a hook that hands my agent the name of the right note before it answers. Then I judged all 1,234 firings blind. The name was right two times in three. The file got opened one time in four.
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You can't measure a memory hook by the times it spoke
I tagged sixty hook activations, concluded retrieval was fine, and wrote down a verdict. Then I measured the prompts where the hook said nothing at all, and the number flipped.
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The optimization you wrote isn't the one that runs
I had the optimization written and approved, and a week later it still wasn't what ran. The fix wasn't a better design. It was making the trigger deterministic and leaving the judgment to the model.