Author

Minsu Kim

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#artificial intelligence Preprint Sep 2026

PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations

PRAGMA is introduced, a benchmark for evaluating personalized guidance in long-term conversations and highlights the need for memory architectures that support robust conversational retrieval and memory-grounded reasoning beyond evidence recall.

H. Yu, Hyukhun Koh, Minsu Kim et al. · 0 citations