Author

S. Deepthika

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Preprint Sep 2026

Creating an Atomic User Model for Personality-Aware Large Language Model Interaction

The Atomic User Model is proposed, a readable profile with a stable identity core surrounded by four layers covering psychological, cognitive, experiential, behavioral, and social details, plus notes on inner conflict and authenticity, and is used as a searchable index.

B. Sankar, S. Deepthika, Pawni Yadav et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Creating an Atomic User Model for Personality-Aware Large Language Model Interaction

Assistants built on large language models are expected to write as their user would, and the dominant approach is single-channel: preferences summarised from conversation history and reinserted into context. This inverts the order of inference. Preferences are the task-dependent surface of a comparatively stable person...

B. Sankar, S. Deepthika, Pawni Yadav et al. · 0 citations