Agent memory narrows LLM response diversity, limiting user access to information

Tan et al. introduce MemBubble, a benchmark of 1000 real conversation instances, showing response entropy drops 34.7% when memory processes preferences.

Chinese Tech
Jiajun Tan · Fei Sun · Xinyu Ma · Shixuan Zhang · Du Su · Qi Cao · +3 more

State Key Laboratory of AI Safety, Institute of Computing Technology, CAS · Baidu Inc. · University of Chinese Academy of Sciences

Research Digest··2 min read
Tan et al.

Tan et al.

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Research Digest

Written by Alwyn Sage, research editor. Plate by Ollie Flash, picture desk.

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