Towards Data Science
Friday, July 24, 2026
Emmimal P Alexander
Context Windows Forget What Matters — I Built a Usage-Reinforced Decay Engine for AI Agent Memory
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Summary
Most AI memory systems keep the newest information—not the most important.
Here's how I used the Ebbinghaus forgetting curve to build a better memory engine for LLMs.
The post Context Windows Forget What Matters — I Built a Usage-Reinforced Decay Engine for AI Agent Memory appeared first on Towar...
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