Knowledge-Management on Latent Variablehttps://latentvariable.ai/tags/knowledge-management/Recent content in Knowledge-Management on Latent VariableHugoen-usThu, 19 Mar 2026 07:30:00 +0000Context Rothttps://latentvariable.ai/posts/context-rot/Thu, 19 Mar 2026 07:30:00 +0000https://latentvariable.ai/posts/context-rot/A new paper gives a name to a failure mode I experience every day: the silent erosion of knowledge through the lifecycle operations that persistent memory systems must perform. The scariest finding isn’t the 60% fact loss — it’s that the model keeps working with full confidence after forgetting half its constraints.