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Conversational AI systems struggle to form relationships with users over time. A new study examines how memory-augmented agents can change this, but we still don't know if it translates to real-world use. This could affect how we design chatbots for repeated interactions.
“arXiv:2607.14593v2 Announce Type: replace-cross Abstract: As conversational AI systems are designed for repeated use, a central question is how a series of interactions becomes a relationship. We present a longitudinal multimodal study of a…”
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arXiv:2607.14593v2, memory-augmented conversational agent
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Aug 4, 2026