Smarter AI, Faster Recall: A New Approach To Memory.

This project explores a novel approach to AI memory retrieval, addressing the limitations of context windows. Instead of relying on short-term memory storage, my method uses keyword-based retrieval to improve recall, efficiency, and user experience. This system enhances AI interactions, making them more fluid, intelligent, and human-like without compromising privacy. The research outlines key benefits, drawbacks, and implementation strategies for future AI development.

Publication Details

Journal
Open Science Framework
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/fcmdg
Primary Topic
Personal Information Management and User Behavior
Type
article
Field-Weighted Citation Impact
0.00
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article

Smarter AI, Faster Recall: A New Approach To Memory.

Open Science Framework
Personal Information Management and User Behavior
article

Smarter AI, Faster Recall: A New Approach To Memory.

article en

Abstract

This project explores a novel approach to AI memory retrieval, addressing the limitations of context windows. Instead of relying on short-term memory storage, my method uses keyword-based retrieval to improve recall, efficiency, and user experience. This system enhances AI interactions, making them more fluid, intelligent, and human-like without compromising privacy. The research outlines key benefits, drawbacks, and implementation strategies for future AI development.

Open Science Framework
Openalex Percentile: Top 37%
Personal Information Management and User Behavior
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Smarter AI, Faster Recall: A New Approach To Memory. · Open Science Framework (2025) | TGRS Research Map | TGRS