Walk Retrieval Under Uncertainty
Use a structured loop to decide how memory should influence an uncertain agent response.
Ambiguous cue The user says, "Prep the renewal note like last time." Retrieved memories include a prior email structure, a discount approval that expired in May, and a call note about procurement risk. The same phrase points to style, pricing, and risk. The agent must not treat all retrieved memories as equally usable. OODA for memory retrieval Observe -> orient -> decide -> act Use the loop to move from ambiguous user cue to a controlled memory-informed response. Shortcut Use every top retrieval and hope it helps. The answer uses memory deliberately instead of accidentally. In uncertain retrieval, speed comes…
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