Most AI agents have a memory problem disguised as a prompting problem.
We keep adding conversation history to the context window, summarizing old messages, or placing documents in a vector database. These techniques are useful, but they do not answer several important questions:
What should be remembered for hours, weeks, or months?
What should decay when it stops being useful?
Which source supports a stored claim?






